Artificial Intelligence Nanodegree¶
Convolutional Neural Networks¶
Project: Write an Algorithm for a Dog Identification App¶
In this notebook, some template code has already been provided for you, and you will need to implement additional functionality to successfully complete this project. You will not need to modify the included code beyond what is requested. Sections that begin with '(IMPLEMENTATION)' in the header indicate that the following block of code will require additional functionality which you must provide. Instructions will be provided for each section, and the specifics of the implementation are marked in the code block with a 'TODO' statement. Please be sure to read the instructions carefully!
Note: Once you have completed all of the code implementations, you need to finalize your work by exporting the iPython Notebook as an HTML document. Before exporting the notebook to html, all of the code cells need to have been run so that reviewers can see the final implementation and output. You can then export the notebook by using the menu above and navigating to \n", "File -> Download as -> HTML (.html). Include the finished document along with this notebook as your submission.
In addition to implementing code, there will be questions that you must answer which relate to the project and your implementation. Each section where you will answer a question is preceded by a 'Question X' header. Carefully read each question and provide thorough answers in the following text boxes that begin with 'Answer:'. Your project submission will be evaluated based on your answers to each of the questions and the implementation you provide.
Note: Code and Markdown cells can be executed using the Shift + Enter keyboard shortcut. Markdown cells can be edited by double-clicking the cell to enter edit mode.
The rubric contains optional "Stand Out Suggestions" for enhancing the project beyond the minimum requirements. If you decide to pursue the "Stand Out Suggestions", you should include the code in this IPython notebook.
Why We're Here¶
In this notebook, you will make the first steps towards developing an algorithm that could be used as part of a mobile or web app. At the end of this project, your code will accept any user-supplied image as input. If a dog is detected in the image, it will provide an estimate of the dog's breed. If a human is detected, it will provide an estimate of the dog breed that is most resembling. The image below displays potential sample output of your finished project (... but we expect that each student's algorithm will behave differently!).
In this real-world setting, you will need to piece together a series of models to perform different tasks; for instance, the algorithm that detects humans in an image will be different from the CNN that infers dog breed. There are many points of possible failure, and no perfect algorithm exists. Your imperfect solution will nonetheless create a fun user experience!
The Road Ahead¶
We break the notebook into separate steps. Feel free to use the links below to navigate the notebook.
- Step 0: Import Datasets
- Step 1: Detect Humans
- Step 2: Detect Dogs
- Step 3: Create a CNN to Classify Dog Breeds (from Scratch)
- Step 4: Use a CNN to Classify Dog Breeds (using Transfer Learning)
- Step 5: Create a CNN to Classify Dog Breeds (using Transfer Learning)
- Step 6: Write your Algorithm
- Step 7: Test Your Algorithm
Step 0: Import Datasets¶
Import Dog Dataset¶
In the code cell below, we import a dataset of dog images. We populate a few variables through the use of the load_files function from the scikit-learn library:
train_files,valid_files,test_files- numpy arrays containing file paths to imagestrain_targets,valid_targets,test_targets- numpy arrays containing onehot-encoded classification labelsdog_names- list of string-valued dog breed names for translating labels
In [1]:
from sklearn.datasets import load_files
from keras.utils import np_utils
import numpy as np
from glob import glob
Using TensorFlow backend.
In [4]:
# define function to load train, test, and validation datasets
def load_dataset(path):
data = load_files(path)
dog_files = np.array(data['filenames'])
dog_targets = np_utils.to_categorical(np.array(data['target']), 133)
return dog_files, dog_targets
In [5]:
# load train, test, and validation datasets
train_files, train_targets = load_dataset('dogImages/train')
valid_files, valid_targets = load_dataset('dogImages/valid')
test_files, test_targets = load_dataset('dogImages/test')
# load list of dog names
dog_names = [item[20:-1] for item in sorted(glob("dogImages/train/*/"))]
In [6]:
# print statistics about the dataset
print('There are %d total dog categories.' % len(dog_names))
print('There are %s total dog images.\n' % len(np.hstack([train_files, valid_files, test_files])))
print('There are %d training dog images.' % len(train_files))
print('There are %d validation dog images.' % len(valid_files))
print('There are %d test dog images.'% len(test_files))
There are 133 total dog categories. There are 8351 total dog images. There are 6680 training dog images. There are 835 validation dog images. There are 836 test dog images.
Import Human Dataset¶
In the code cell below, we import a dataset of human images, where the file paths are stored in the numpy array human_files.
In [7]:
import random
random.seed(8675309)
# load filenames in shuffled human dataset
human_files = np.array(glob("lfw/*/*"))
random.shuffle(human_files)
# print statistics about the dataset
print('There are %d total human images.' % len(human_files))
There are 13233 total human images.
Step 1: Detect Humans¶
We use OpenCV's implementation of Haar feature-based cascade classifiers to detect human faces in images. OpenCV provides many pre-trained face detectors, stored as XML files on github. We have downloaded one of these detectors and stored it in the haarcascades directory.
In the next code cell, we demonstrate how to use this detector to find human faces in a sample image.
In [8]:
import cv2
import matplotlib.pyplot as plt
%matplotlib inline
# extract pre-trained face detector
face_cascade = cv2.CascadeClassifier('haarcascades/haarcascade_frontalface_alt.xml')
# load color (BGR) image
img = cv2.imread(human_files[3])
# convert BGR image to grayscale
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
# find faces in image
faces = face_cascade.detectMultiScale(gray)
# print number of faces detected in the image
print('Number of faces detected:', len(faces))
# get bounding box for each detected face
for (x,y,w,h) in faces:
# add bounding box to color image
cv2.rectangle(img,(x,y),(x+w,y+h),(255,0,0),2)
# convert BGR image to RGB for plotting
cv_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
# display the image, along with bounding box
plt.imshow(cv_rgb)
plt.show()
Number of faces detected: 1
Before using any of the face detectors, it is standard procedure to convert the images to grayscale. The detectMultiScale function executes the classifier stored in face_cascade and takes the grayscale image as a parameter.
In the above code, faces is a numpy array of detected faces, where each row corresponds to a detected face. Each detected face is a 1D array with four entries that specifies the bounding box of the detected face. The first two entries in the array (extracted in the above code as x and y) specify the horizontal and vertical positions of the top left corner of the bounding box. The last two entries in the array (extracted here as w and h) specify the width and height of the box.
Write a Human Face Detector¶
We can use this procedure to write a function that returns True if a human face is detected in an image and False otherwise. This function, aptly named face_detector, takes a string-valued file path to an image as input and appears in the code block below.
In [9]:
# returns "True" if face is detected in image stored at img_path
def face_detector(img_path):
img = cv2.imread(img_path)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
faces = face_cascade.detectMultiScale(gray)
return len(faces) > 0
(IMPLEMENTATION) Assess the Human Face Detector¶
Question 1: Use the code cell below to test the performance of the face_detector function.
- What percentage of the first 100 images in
human_fileshave a detected human face? - What percentage of the first 100 images in
dog_fileshave a detected human face?
Ideally, we would like 100% of human images with a detected face and 0% of dog images with a detected face. You will see that our algorithm falls short of this goal, but still gives acceptable performance. We extract the file paths for the first 100 images from each of the datasets and store them in the numpy arrays human_files_short and dog_files_short.
Answer:
In [10]:
human_files_short = human_files[:100]
dog_files_short = train_files[:100]
# Do NOT modify the code above this line.
## TODO: Test the performance of the face_detector algorithm
## on the images in human_files_short and dog_files_short.
human_detected = [h for h in human_files_short if face_detector(h)]
h_pc = len(human_detected) * 1.
print("Human percentage: {}%".format(h_pc))
dog_detected = [d for d in dog_files_short if face_detector(d)]
d_pc = len(dog_detected) * 1.
print("Dog percentage: {}%".format(d_pc))
Human percentage: 99.0% Dog percentage: 12.0%
Question 2: This algorithmic choice necessitates that we communicate to the user that we accept human images only when they provide a clear view of a face (otherwise, we risk having unneccessarily frustrated users!). In your opinion, is this a reasonable expectation to pose on the user? If not, can you think of a way to detect humans in images that does not necessitate an image with a clearly presented face?
Answer:
This is not unreasonable to ask of a user, however it is unlikely that this would be realistic. Many images will likely have obscured views of a face and it would take a lot of time and effort to clean this data. A better way to detect humans may be to search for a face, then look for human characteristics such as position of ears, arms/legs, or other non-dog traits. You could also test for the converse (test if the image is a dog); then using conditional probability determine whether the image is a dog or human given the probability it is human from first detector, and that it is a dog from the second detector.
In [11]:
## (Optional) TODO: Report the performance of another
## face detection algorithm on the LFW dataset
### Feel free to use as many code cells as needed.
from keras.layers import Conv2D, MaxPooling2D, GlobalAveragePooling2D, Activation
from keras.layers import Dropout, Flatten, Dense
from keras.models import Sequential
from keras.callbacks import ModelCheckpoint
def load_resized(img_path):
print("Img: {}".format(img_path))
img = cv2.imread(img_path)
return cv2.resize(img, (224, 224))
humans_X = [load_resized(i) for i in human_files]
dogs_X = [load_resized(i) for i in train_files]
Img: lfw\Muhammad_Ali\Muhammad_Ali_0001.jpg Img: lfw\Yoko_Ono\Yoko_Ono_0001.jpg Img: lfw\Svetlana_Koroleva\Svetlana_Koroleva_0002.jpg Img: lfw\Laurence_Fishburne\Laurence_Fishburne_0001.jpg Img: lfw\Jennifer_Capriati\Jennifer_Capriati_0007.jpg Img: lfw\George_W_Bush\George_W_Bush_0399.jpg Img: lfw\Tom_Ridge\Tom_Ridge_0001.jpg Img: lfw\Catherine_Woodard\Catherine_Woodard_0001.jpg Img: lfw\Fabricio_Oberto\Fabricio_Oberto_0001.jpg Img: lfw\Pete_Sampras\Pete_Sampras_0011.jpg Img: lfw\Alejandro_Toledo\Alejandro_Toledo_0003.jpg Img: lfw\Elin_Nordegren\Elin_Nordegren_0002.jpg Img: lfw\Darcy_Regier\Darcy_Regier_0001.jpg Img: lfw\Ataollah_Mohajerani\Ataollah_Mohajerani_0001.jpg Img: lfw\Mahathir_Mohamad\Mahathir_Mohamad_0009.jpg Img: lfw\Hans_Blix\Hans_Blix_0027.jpg Img: lfw\Paul_McCartney\Paul_McCartney_0003.jpg Img: lfw\Jason_Kidd\Jason_Kidd_0007.jpg Img: lfw\Hugo_Chavez\Hugo_Chavez_0007.jpg Img: lfw\Ian_Thorpe\Ian_Thorpe_0005.jpg Img: lfw\Colin_Cowie\Colin_Cowie_0001.jpg Img: 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--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) <ipython-input-11-2f31cdff99f6> in <module> 15 return cv2.resize(img, (224, 224)) 16 ---> 17 humans_X = [load_resized(i) for i in human_files] 18 dogs_X = [load_resized(i) for i in train_files] <ipython-input-11-2f31cdff99f6> in <listcomp>(.0) 15 return cv2.resize(img, (224, 224)) 16 ---> 17 humans_X = [load_resized(i) for i in human_files] 18 dogs_X = [load_resized(i) for i in train_files] <ipython-input-11-2f31cdff99f6> in load_resized(img_path) 12 def load_resized(img_path): 13 print("Img: {}".format(img_path)) ---> 14 img = cv2.imread(img_path) 15 return cv2.resize(img, (224, 224)) 16 KeyboardInterrupt:
Step 2: Detect Dogs¶
In this section, we use a pre-trained ResNet-50 model to detect dogs in images. Our first line of code downloads the ResNet-50 model, along with weights that have been trained on ImageNet, a very large, very popular dataset used for image classification and other vision tasks. ImageNet contains over 10 million URLs, each linking to an image containing an object from one of 1000 categories. Given an image, this pre-trained ResNet-50 model returns a prediction (derived from the available categories in ImageNet) for the object that is contained in the image.
In [12]:
from keras.applications.resnet50 import ResNet50
# define ResNet50 model
ResNet50_model = ResNet50(weights='imagenet')
WARNING:tensorflow:From C:\Users\Notebook\AppData\Local\Programs\Python\Python37\lib\site-packages\tensorflow\python\framework\op_def_library.py:263: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version. Instructions for updating: Colocations handled automatically by placer.
Pre-process the Data¶
When using TensorFlow as backend, Keras CNNs require a 4D array (which we'll also refer to as a 4D tensor) as input, with shape
$$ (\text{nb_samples}, \text{rows}, \text{columns}, \text{channels}), $$where nb_samples corresponds to the total number of images (or samples), and rows, columns, and channels correspond to the number of rows, columns, and channels for each image, respectively.
The path_to_tensor function below takes a string-valued file path to a color image as input and returns a 4D tensor suitable for supplying to a Keras CNN. The function first loads the image and resizes it to a square image that is $224 \times 224$ pixels. Next, the image is converted to an array, which is then resized to a 4D tensor. In this case, since we are working with color images, each image has three channels. Likewise, since we are processing a single image (or sample), the returned tensor will always have shape
The paths_to_tensor function takes a numpy array of string-valued image paths as input and returns a 4D tensor with shape
Here, nb_samples is the number of samples, or number of images, in the supplied array of image paths. It is best to think of nb_samples as the number of 3D tensors (where each 3D tensor corresponds to a different image) in your dataset!
In [13]:
from keras.preprocessing import image
from tqdm import tqdm
def path_to_tensor(img_path):
# loads RGB image as PIL.Image.Image type
img = image.load_img(img_path, target_size=(224, 224))
# convert PIL.Image.Image type to 3D tensor with shape (224, 224, 3)
x = image.img_to_array(img)
# convert 3D tensor to 4D tensor with shape (1, 224, 224, 3) and return 4D tensor
return np.expand_dims(x, axis=0)
def paths_to_tensor(img_paths):
list_of_tensors = [path_to_tensor(img_path) for img_path in tqdm(img_paths)]
return np.vstack(list_of_tensors)
Making Predictions with ResNet-50¶
Getting the 4D tensor ready for ResNet-50, and for any other pre-trained model in Keras, requires some additional processing. First, the RGB image is converted to BGR by reordering the channels. All pre-trained models have the additional normalization step that the mean pixel (expressed in RGB as $[103.939, 116.779, 123.68]$ and calculated from all pixels in all images in ImageNet) must be subtracted from every pixel in each image. This is implemented in the imported function preprocess_input. If you're curious, you can check the code for preprocess_input here.
Now that we have a way to format our image for supplying to ResNet-50, we are now ready to use the model to extract the predictions. This is accomplished with the predict method, which returns an array whose $i$-th entry is the model's predicted probability that the image belongs to the $i$-th ImageNet category. This is implemented in the ResNet50_predict_labels function below.
By taking the argmax of the predicted probability vector, we obtain an integer corresponding to the model's predicted object class, which we can identify with an object category through the use of this dictionary.
In [14]:
from keras.applications.resnet50 import preprocess_input, decode_predictions
def ResNet50_predict_labels(img_path):
# returns prediction vector for image located at img_path
img = preprocess_input(path_to_tensor(img_path))
return np.argmax(ResNet50_model.predict(img))
Write a Dog Detector¶
While looking at the dictionary, you will notice that the categories corresponding to dogs appear in an uninterrupted sequence and correspond to dictionary keys 151-268, inclusive, to include all categories from 'Chihuahua' to 'Mexican hairless'. Thus, in order to check to see if an image is predicted to contain a dog by the pre-trained ResNet-50 model, we need only check if the ResNet50_predict_labels function above returns a value between 151 and 268 (inclusive).
We use these ideas to complete the dog_detector function below, which returns True if a dog is detected in an image (and False if not).
In [15]:
### returns "True" if a dog is detected in the image stored at img_path
def dog_detector(img_path):
prediction = ResNet50_predict_labels(img_path)
return ((prediction <= 268) & (prediction >= 151))
(IMPLEMENTATION) Assess the Dog Detector¶
Question 3: Use the code cell below to test the performance of your dog_detector function.
- What percentage of the images in
human_files_shorthave a detected dog? - What percentage of the images in
dog_files_shorthave a detected dog?
Answer:
In [16]:
### TODO: Test the performance of the dog_detector function
### on the images in human_files_short and dog_files_short.
h_pc = len([h for h in human_files_short if dog_detector(h)])
d_pc = len([d for d in dog_files_short if dog_detector(d)])
print("Humans: {}%, dogs: {}%".format(h_pc * 1., d_pc * 1.))
Humans: 1.0%, dogs: 100.0%
Step 3: Create a CNN to Classify Dog Breeds (from Scratch)¶
Now that we have functions for detecting humans and dogs in images, we need a way to predict breed from images. In this step, you will create a CNN that classifies dog breeds. You must create your CNN from scratch (so, you can't use transfer learning yet!), and you must attain a test accuracy of at least 1%. In Step 5 of this notebook, you will have the opportunity to use transfer learning to create a CNN that attains greatly improved accuracy.
Be careful with adding too many trainable layers! More parameters means longer training, which means you are more likely to need a GPU to accelerate the training process. Thankfully, Keras provides a handy estimate of the time that each epoch is likely to take; you can extrapolate this estimate to figure out how long it will take for your algorithm to train.
We mention that the task of assigning breed to dogs from images is considered exceptionally challenging. To see why, consider that even a human would have great difficulty in distinguishing between a Brittany and a Welsh Springer Spaniel.
| Brittany | Welsh Springer Spaniel |
|---|---|
 |
 |
It is not difficult to find other dog breed pairs with minimal inter-class variation (for instance, Curly-Coated Retrievers and American Water Spaniels).
| Curly-Coated Retriever | American Water Spaniel |
|---|---|
 |
 |
Likewise, recall that labradors come in yellow, chocolate, and black. Your vision-based algorithm will have to conquer this high intra-class variation to determine how to classify all of these different shades as the same breed.
| Yellow Labrador | Chocolate Labrador | Black Labrador |
|---|---|---|
 |
 |
 |
We also mention that random chance presents an exceptionally low bar: setting aside the fact that the classes are slightly imabalanced, a random guess will provide a correct answer roughly 1 in 133 times, which corresponds to an accuracy of less than 1%.
Remember that the practice is far ahead of the theory in deep learning. Experiment with many different architectures, and trust your intuition. And, of course, have fun!
Pre-process the Data¶
We rescale the images by dividing every pixel in every image by 255.
In [17]:
from PIL import ImageFile
ImageFile.LOAD_TRUNCATED_IMAGES = True
# pre-process the data for Keras
train_tensors = paths_to_tensor(train_files).astype('float32')/255
valid_tensors = paths_to_tensor(valid_files).astype('float32')/255
test_tensors = paths_to_tensor(test_files).astype('float32')/255
100%|█████████████████████████████████████| 6680/6680 [00:25<00:00, 266.86it/s] 100%|███████████████████████████████████████| 835/835 [00:02<00:00, 292.02it/s] 100%|███████████████████████████████████████| 836/836 [00:02<00:00, 298.90it/s]
(IMPLEMENTATION) Model Architecture¶
Create a CNN to classify dog breed. At the end of your code cell block, summarize the layers of your model by executing the line:
model.summary()
We have imported some Python modules to get you started, but feel free to import as many modules as you need. If you end up getting stuck, here's a hint that specifies a model that trains relatively fast on CPU and attains >1% test accuracy in 5 epochs:
Question 4: Outline the steps you took to get to your final CNN architecture and your reasoning at each step. If you chose to use the hinted architecture above, describe why you think that CNN architecture should work well for the image classification task.
Answer: I started out with the model hinted to above, and I wanted to check how it compared to the more advanced cifar10 model from this .ipynb. I then wanted to see whether or not I could achieve better test accuray if I made the model more complex (assuming that the model would underfit). After reading this blog I realized that having several consecutive convolutional layers made sense, so I wanted to investigate the effect of this. Furthermore I expanded the complexity of the model, and finally tried to add a GAP layer in the end. it turned out that the cifar10 architecture in fact gave the best prediction.
In [21]:
from keras.layers import Conv2D, MaxPooling2D, GlobalAveragePooling2D, Activation
from keras.layers import Dropout, Flatten, Dense
from keras.models import Sequential
model = Sequential()
model.add(Conv2D(filters=32, kernel_size=(9,9), input_shape=(224, 224, 3)))
### TODO: Define your architecture.
model.add(Activation("relu"))
model.add(MaxPooling2D(pool_size=(2, 2), strides=(2,2), padding='same'))
model.add(Conv2D(filters=64, kernel_size=(7,7)))
model.add(Activation("relu"))
model.add(MaxPooling2D(pool_size=(2, 2), strides=(1,1), padding='same'))
model.add(GlobalAveragePooling2D())
model.add(Dropout(0.1))
model.add(Dense(500))
model.add(Activation("relu"))
model.add(Dense(133))
model.add(Activation("softmax"))
model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_5 (Conv2D) (None, 216, 216, 32) 7808 _________________________________________________________________ activation_50 (Activation) (None, 216, 216, 32) 0 _________________________________________________________________ max_pooling2d_6 (MaxPooling2 (None, 108, 108, 32) 0 _________________________________________________________________ conv2d_6 (Conv2D) (None, 102, 102, 64) 100416 _________________________________________________________________ activation_51 (Activation) (None, 102, 102, 64) 0 _________________________________________________________________ max_pooling2d_7 (MaxPooling2 (None, 102, 102, 64) 0 _________________________________________________________________ global_average_pooling2d_2 ( (None, 64) 0 _________________________________________________________________ dropout_2 (Dropout) (None, 64) 0 _________________________________________________________________ dense_2 (Dense) (None, 500) 32500 _________________________________________________________________ activation_52 (Activation) (None, 500) 0 _________________________________________________________________ dense_3 (Dense) (None, 133) 66633 _________________________________________________________________ activation_53 (Activation) (None, 133) 0 ================================================================= Total params: 207,357 Trainable params: 207,357 Non-trainable params: 0 _________________________________________________________________
Compile the Model¶
In [22]:
model.compile(optimizer='rmsprop', loss='categorical_crossentropy', metrics=['accuracy'])
(IMPLEMENTATION) Train the Model¶
Train your model in the code cell below. Use model checkpointing to save the model that attains the best validation loss.
You are welcome to augment the training data, but this is not a requirement.
In [24]:
from keras.callbacks import ModelCheckpoint
### TODO: specify the number of epochs that you would like to use to train the model.
epochs = 5
### Do NOT modify the code below this line.
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.from_scratch.hdf5',
verbose=1, save_best_only=True)
model.fit(train_tensors, train_targets,
validation_data=(valid_tensors, valid_targets),
epochs=epochs, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/5 4040/6680 [=================>............] - ETA: 15:46 - loss: 4.8213 - acc: 0.0000e+ - ETA: 15:46 - loss: 4.8873 - acc: 0.0000e+ - ETA: 15:46 - loss: 4.8485 - acc: 0.0000e+ - ETA: 15:43 - loss: 4.8577 - acc: 0.0125 - ETA: 15:43 - loss: 4.8730 - acc: 0.01 - ETA: 15:40 - loss: 4.8755 - acc: 0.01 - ETA: 15:36 - loss: 4.8665 - acc: 0.02 - ETA: 15:35 - loss: 4.8622 - acc: 0.01 - ETA: 15:31 - loss: 4.8746 - acc: 0.01 - ETA: 15:28 - loss: 4.8717 - acc: 0.02 - ETA: 15:28 - loss: 4.8791 - acc: 0.01 - ETA: 15:25 - loss: 4.8767 - acc: 0.01 - ETA: 15:22 - loss: 4.8749 - acc: 0.01 - ETA: 15:20 - loss: 4.8763 - acc: 0.01 - ETA: 15:17 - loss: 4.8768 - acc: 0.01 - ETA: 15:15 - loss: 4.8763 - acc: 0.01 - ETA: 15:13 - loss: 4.8751 - acc: 0.01 - ETA: 15:10 - loss: 4.8753 - acc: 0.01 - ETA: 15:08 - loss: 4.8720 - acc: 0.01 - ETA: 15:06 - loss: 4.8769 - acc: 0.01 - ETA: 15:04 - loss: 4.8733 - acc: 0.01 - ETA: 15:03 - loss: 4.8751 - acc: 0.01 - ETA: 15:00 - 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ETA: 32s - loss: 4.8453 - acc: 0.01 - ETA: 29s - loss: 4.8446 - acc: 0.01 - ETA: 26s - loss: 4.8444 - acc: 0.01 - ETA: 23s - loss: 4.8436 - acc: 0.01 - ETA: 20s - loss: 4.8432 - acc: 0.01 - ETA: 17s - loss: 4.8432 - acc: 0.01 - ETA: 14s - loss: 4.8429 - acc: 0.01 - ETA: 11s - loss: 4.8431 - acc: 0.01 - ETA: 8s - loss: 4.8429 - acc: 0.0151 - ETA: 5s - loss: 4.8427 - acc: 0.015 - ETA: 2s - loss: 4.8421 - acc: 0.015 - 1031s 154ms/step - loss: 4.8417 - acc: 0.0151 - val_loss: 4.8372 - val_acc: 0.0168 Epoch 00001: val_loss improved from inf to 4.83723, saving model to saved_models/weights.best.from_scratch.hdf5 Epoch 2/5 4080/6680 [=================>............] - ETA: 16:28 - loss: 4.9756 - acc: 0.0000e+ - ETA: 16:15 - loss: 4.8827 - acc: 0.0000e+ - ETA: 16:10 - loss: 4.8481 - acc: 0.0000e+ - ETA: 16:15 - loss: 4.8534 - acc: 0.0000e+ - ETA: 16:10 - loss: 4.8673 - acc: 0.0000e+ - ETA: 16:06 - loss: 4.8324 - acc: 0.0167 - ETA: 16:08 - loss: 4.8239 - acc: 0.02 - ETA: 16:04 - loss: 4.8025 - acc: 0.01 - 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1033s 155ms/step - loss: 4.7512 - acc: 0.0180 - val_loss: 4.7346 - val_acc: 0.0263 Epoch 00002: val_loss improved from 4.83723 to 4.73457, saving model to saved_models/weights.best.from_scratch.hdf5 Epoch 3/5 4080/6680 [=================>............] - ETA: 16:07 - loss: 4.8102 - acc: 0.0000e+ - ETA: 16:10 - loss: 4.7867 - acc: 0.0000e+ - ETA: 16:05 - loss: 4.7591 - acc: 0.0167 - ETA: 16:06 - loss: 4.7839 - acc: 0.01 - ETA: 16:03 - loss: 4.7834 - acc: 0.01 - ETA: 15:59 - loss: 4.7494 - acc: 0.00 - ETA: 16:03 - loss: 4.7445 - acc: 0.00 - ETA: 15:58 - loss: 4.7589 - acc: 0.00 - ETA: 15:54 - loss: 4.7660 - acc: 0.00 - ETA: 15:51 - loss: 4.7584 - acc: 0.00 - ETA: 15:48 - loss: 4.7319 - acc: 0.00 - ETA: 15:46 - loss: 4.7393 - acc: 0.01 - ETA: 15:43 - loss: 4.7243 - acc: 0.01 - ETA: 15:38 - loss: 4.7214 - acc: 0.01 - ETA: 15:37 - loss: 4.7250 - acc: 0.01 - ETA: 15:33 - loss: 4.7354 - acc: 0.01 - ETA: 15:30 - loss: 4.7443 - acc: 0.01 - ETA: 15:28 - loss: 4.7439 - acc: 0.01 - ETA: 15:25 - loss: 4.7409 - 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ETA: 44s - loss: 4.6992 - acc: 0.02 - ETA: 41s - loss: 4.6991 - acc: 0.02 - ETA: 38s - loss: 4.6988 - acc: 0.02 - ETA: 35s - loss: 4.6985 - acc: 0.02 - ETA: 32s - loss: 4.6987 - acc: 0.02 - ETA: 29s - loss: 4.6981 - acc: 0.02 - ETA: 26s - loss: 4.6979 - acc: 0.02 - ETA: 23s - loss: 4.6983 - acc: 0.02 - ETA: 20s - loss: 4.6984 - acc: 0.02 - ETA: 17s - loss: 4.6985 - acc: 0.02 - ETA: 14s - loss: 4.6991 - acc: 0.02 - ETA: 11s - loss: 4.6988 - acc: 0.02 - ETA: 8s - loss: 4.6984 - acc: 0.0231 - ETA: 5s - loss: 4.6977 - acc: 0.023 - ETA: 2s - loss: 4.6976 - acc: 0.023 - 1028s 154ms/step - loss: 4.6974 - acc: 0.0231 - val_loss: 4.7291 - val_acc: 0.0228 Epoch 00003: val_loss improved from 4.73457 to 4.72914, saving model to saved_models/weights.best.from_scratch.hdf5 Epoch 4/5 4080/6680 [=================>............] - ETA: 16:07 - loss: 4.9885 - acc: 0.10 - ETA: 16:02 - loss: 4.7130 - acc: 0.05 - ETA: 16:19 - loss: 4.7720 - acc: 0.05 - ETA: 16:11 - loss: 4.7955 - acc: 0.03 - ETA: 16:06 - loss: 4.7678 - 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ETA: 6:19 - loss: 4.6568 - acc: 0.028 - ETA: 6:16 - loss: 4.6557 - acc: 0.028 - ETA: 6:13 - loss: 4.6564 - acc: 0.028 - ETA: 6:10 - loss: 4.6565 - acc: 0.028 - ETA: 6:07 - loss: 4.6564 - acc: 0.028 - ETA: 6:04 - loss: 4.6564 - acc: 0.028 - ETA: 6:01 - loss: 4.6547 - acc: 0.028 - ETA: 5:58 - loss: 4.6543 - acc: 0.028 - ETA: 5:55 - loss: 4.6550 - acc: 0.028 - ETA: 5:52 - loss: 4.6541 - acc: 0.028 - ETA: 5:49 - loss: 4.6529 - acc: 0.028 - ETA: 5:46 - loss: 4.6531 - acc: 0.028 - ETA: 5:43 - loss: 4.6541 - acc: 0.028 - ETA: 5:40 - loss: 4.6535 - acc: 0.028 - ETA: 5:37 - loss: 4.6536 - acc: 0.028 - ETA: 5:34 - loss: 4.6543 - acc: 0.028 - ETA: 5:32 - loss: 4.6564 - acc: 0.028 - ETA: 5:29 - loss: 4.6563 - acc: 0.028 - ETA: 5:26 - loss: 4.6561 - acc: 0.028 - ETA: 5:23 - loss: 4.6551 - acc: 0.028 - ETA: 5:20 - loss: 4.6547 - acc: 0.028 - ETA: 5:17 - loss: 4.6552 - acc: 0.027 - ETA: 5:14 - loss: 4.6556 - acc: 0.028 - ETA: 5:11 - loss: 4.6558 - acc: 0.027 - ETA: 5:08 - loss: 4.6563 - acc: 0.027 - 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ETA: 8s - loss: 4.6584 - acc: 0.0264 - ETA: 5s - loss: 4.6578 - acc: 0.026 - ETA: 2s - loss: 4.6579 - acc: 0.026 - 1028s 154ms/step - loss: 4.6584 - acc: 0.0262 - val_loss: 4.6862 - val_acc: 0.0240 Epoch 00004: val_loss improved from 4.72914 to 4.68623, saving model to saved_models/weights.best.from_scratch.hdf5 Epoch 5/5 4080/6680 [=================>............] - ETA: 16:07 - loss: 4.3313 - acc: 0.0000e+ - ETA: 16:07 - loss: 4.5388 - acc: 0.0500 - ETA: 16:03 - loss: 4.5648 - acc: 0.03 - ETA: 16:02 - loss: 4.5219 - acc: 0.02 - ETA: 16:05 - loss: 4.5031 - acc: 0.03 - ETA: 16:03 - loss: 4.5536 - acc: 0.02 - ETA: 15:58 - loss: 4.5995 - acc: 0.02 - ETA: 15:59 - loss: 4.6026 - acc: 0.01 - ETA: 15:54 - loss: 4.5850 - acc: 0.03 - ETA: 15:51 - loss: 4.6393 - acc: 0.03 - ETA: 15:48 - loss: 4.6307 - acc: 0.03 - ETA: 15:44 - loss: 4.6236 - acc: 0.02 - ETA: 15:42 - loss: 4.6292 - acc: 0.02 - ETA: 15:38 - loss: 4.6348 - acc: 0.02 - ETA: 15:35 - loss: 4.6322 - acc: 0.02 - ETA: 15:34 - loss: 4.6251 - 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ETA: 52s - loss: 4.6092 - acc: 0.02 - ETA: 49s - loss: 4.6093 - acc: 0.02 - ETA: 46s - loss: 4.6088 - acc: 0.02 - ETA: 44s - loss: 4.6095 - acc: 0.02 - ETA: 41s - loss: 4.6090 - acc: 0.02 - ETA: 38s - loss: 4.6088 - acc: 0.02 - ETA: 35s - loss: 4.6084 - acc: 0.02 - ETA: 32s - loss: 4.6083 - acc: 0.02 - ETA: 29s - loss: 4.6082 - acc: 0.02 - ETA: 26s - loss: 4.6081 - acc: 0.02 - ETA: 23s - loss: 4.6078 - acc: 0.02 - ETA: 20s - loss: 4.6083 - acc: 0.02 - ETA: 17s - loss: 4.6085 - acc: 0.02 - ETA: 14s - loss: 4.6088 - acc: 0.02 - ETA: 11s - loss: 4.6074 - acc: 0.02 - ETA: 8s - loss: 4.6075 - acc: 0.0293 - ETA: 5s - loss: 4.6071 - acc: 0.029 - ETA: 2s - loss: 4.6082 - acc: 0.029 - 1027s 154ms/step - loss: 4.6079 - acc: 0.0293 - val_loss: 4.5874 - val_acc: 0.0347 Epoch 00005: val_loss improved from 4.68623 to 4.58738, saving model to saved_models/weights.best.from_scratch.hdf5
Out[24]:
<keras.callbacks.History at 0x2949c7b438>
Load the Model with the Best Validation Loss¶
In [25]:
model.load_weights('saved_models/weights.best.from_scratch.hdf5')
Test the Model¶
Try out your model on the test dataset of dog images. Ensure that your test accuracy is greater than 1%.
In [26]:
# get index of predicted dog breed for each image in test set
dog_breed_predictions = [np.argmax(model.predict(np.expand_dims(tensor, axis=0))) for tensor in test_tensors]
# report test accuracy
test_accuracy = 100*np.sum(np.array(dog_breed_predictions)==np.argmax(test_targets, axis=1))/len(dog_breed_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 3.3493%
In [27]:
bottleneck_features = np.load('bottleneck_features/DogVGG16Data.npz')
train_VGG16 = bottleneck_features['train']
valid_VGG16 = bottleneck_features['valid']
test_VGG16 = bottleneck_features['test']
Model Architecture¶
The model uses the the pre-trained VGG-16 model as a fixed feature extractor, where the last convolutional output of VGG-16 is fed as input to our model. We only add a global average pooling layer and a fully connected layer, where the latter contains one node for each dog category and is equipped with a softmax.
In [28]:
VGG16_model = Sequential()
VGG16_model.add(GlobalAveragePooling2D(input_shape=train_VGG16.shape[1:]))
VGG16_model.add(Dense(133, activation='softmax'))
VGG16_model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= global_average_pooling2d_3 ( (None, 512) 0 _________________________________________________________________ dense_4 (Dense) (None, 133) 68229 ================================================================= Total params: 68,229 Trainable params: 68,229 Non-trainable params: 0 _________________________________________________________________
Compile the Model¶
In [29]:
VGG16_model.compile(loss='categorical_crossentropy', optimizer='rmsprop', metrics=['accuracy'])
Train the Model¶
In [30]:
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.VGG16.hdf5',
verbose=1, save_best_only=True)
VGG16_model.fit(train_VGG16, train_targets,
validation_data=(valid_VGG16, valid_targets),
epochs=20, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/20 6680/6680 [==============================] - ETA: 3:52 - loss: 14.0945 - acc: 0.0000e+ - ETA: 18s - loss: 14.2584 - acc: 0.0308 - ETA: 9s - loss: 14.1890 - acc: 0.032 - ETA: 6s - loss: 14.0746 - acc: 0.04 - ETA: 4s - loss: 13.9238 - acc: 0.04 - ETA: 3s - loss: 13.8317 - acc: 0.04 - ETA: 3s - loss: 13.6963 - acc: 0.04 - ETA: 2s - loss: 13.5568 - acc: 0.05 - ETA: 2s - loss: 13.4921 - acc: 0.05 - ETA: 1s - loss: 13.3764 - acc: 0.05 - ETA: 1s - loss: 13.1445 - acc: 0.06 - ETA: 1s - loss: 12.9937 - acc: 0.07 - ETA: 1s - loss: 12.8885 - acc: 0.07 - ETA: 1s - loss: 12.7270 - acc: 0.08 - ETA: 1s - loss: 12.6400 - acc: 0.08 - ETA: 0s - loss: 12.5595 - acc: 0.09 - ETA: 0s - loss: 12.4680 - acc: 0.09 - ETA: 0s - loss: 12.3874 - acc: 0.10 - ETA: 0s - loss: 12.3354 - acc: 0.10 - ETA: 0s - loss: 12.2462 - acc: 0.11 - ETA: 0s - loss: 12.1728 - acc: 0.11 - ETA: 0s - loss: 12.1196 - acc: 0.12 - ETA: 0s - loss: 12.0519 - acc: 0.12 - ETA: 0s - loss: 11.9905 - acc: 0.13 - 2s 317us/step - loss: 11.9289 - acc: 0.1349 - val_loss: 10.4909 - val_acc: 0.2251 Epoch 00001: val_loss improved from inf to 10.49092, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 2/20 6680/6680 [==============================] - ETA: 1s - loss: 12.1499 - acc: 0.20 - ETA: 1s - loss: 10.4439 - acc: 0.25 - ETA: 1s - loss: 10.7302 - acc: 0.23 - ETA: 1s - loss: 10.4602 - acc: 0.24 - ETA: 1s - loss: 10.4351 - acc: 0.25 - ETA: 0s - loss: 10.2774 - acc: 0.26 - ETA: 0s - loss: 10.1236 - acc: 0.27 - ETA: 0s - loss: 10.1354 - acc: 0.27 - ETA: 0s - loss: 10.0939 - acc: 0.27 - ETA: 0s - loss: 10.0107 - acc: 0.27 - ETA: 0s - loss: 10.0219 - acc: 0.27 - ETA: 0s - loss: 10.0233 - acc: 0.27 - ETA: 0s - loss: 10.0021 - acc: 0.27 - ETA: 0s - loss: 9.9739 - acc: 0.2760 - ETA: 0s - loss: 9.9333 - acc: 0.278 - ETA: 0s - loss: 9.8930 - acc: 0.280 - ETA: 0s - loss: 9.8276 - acc: 0.282 - ETA: 0s - loss: 9.7949 - acc: 0.284 - ETA: 0s - loss: 9.7776 - acc: 0.285 - ETA: 0s - loss: 9.7694 - acc: 0.286 - ETA: 0s - loss: 9.7865 - acc: 0.286 - ETA: 0s - loss: 9.7717 - acc: 0.288 - ETA: 0s - loss: 9.7493 - acc: 0.289 - ETA: 0s - loss: 9.7565 - acc: 0.289 - ETA: 0s - loss: 9.7266 - acc: 0.291 - ETA: 0s - loss: 9.7310 - acc: 0.292 - 1s 207us/step - loss: 9.7507 - acc: 0.2912 - val_loss: 9.6428 - val_acc: 0.3054 Epoch 00002: val_loss improved from 10.49092 to 9.64279, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 3/20 6680/6680 [==============================] - ETA: 1s - loss: 6.8780 - acc: 0.550 - ETA: 1s - loss: 8.7367 - acc: 0.366 - ETA: 1s - loss: 9.0627 - acc: 0.363 - ETA: 1s - loss: 8.8575 - acc: 0.380 - ETA: 1s - loss: 9.0015 - acc: 0.370 - ETA: 0s - loss: 8.9371 - acc: 0.371 - ETA: 0s - loss: 8.9922 - acc: 0.367 - ETA: 0s - loss: 9.0637 - acc: 0.360 - ETA: 0s - loss: 9.0249 - acc: 0.361 - ETA: 0s - loss: 9.0782 - acc: 0.359 - ETA: 0s - loss: 9.0921 - acc: 0.357 - ETA: 0s - loss: 9.0922 - acc: 0.359 - ETA: 0s - loss: 9.0791 - acc: 0.359 - ETA: 0s - loss: 9.1078 - acc: 0.358 - ETA: 0s - loss: 9.0833 - acc: 0.359 - ETA: 0s - loss: 9.1043 - acc: 0.360 - ETA: 0s - loss: 9.0950 - acc: 0.362 - ETA: 0s - loss: 9.0402 - acc: 0.366 - ETA: 0s - loss: 9.0316 - acc: 0.367 - ETA: 0s - loss: 9.0900 - acc: 0.364 - ETA: 0s - loss: 9.1016 - acc: 0.362 - ETA: 0s - loss: 9.1079 - acc: 0.362 - ETA: 0s - loss: 9.0947 - acc: 0.362 - ETA: 0s - loss: 9.1036 - acc: 0.362 - ETA: 0s - loss: 9.0900 - acc: 0.363 - 1s 200us/step - loss: 9.0943 - acc: 0.3635 - val_loss: 9.3963 - val_acc: 0.3365 Epoch 00003: val_loss improved from 9.64279 to 9.39632, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 4/20 6680/6680 [==============================] - ETA: 3s - loss: 10.4910 - acc: 0.35 - ETA: 1s - loss: 9.1446 - acc: 0.3769 - ETA: 1s - loss: 9.3464 - acc: 0.367 - ETA: 1s - loss: 8.9776 - acc: 0.392 - ETA: 1s - loss: 8.9405 - acc: 0.387 - ETA: 1s - loss: 9.1259 - acc: 0.377 - ETA: 1s - loss: 9.1042 - acc: 0.378 - ETA: 0s - loss: 9.1104 - acc: 0.382 - ETA: 0s - loss: 9.1186 - acc: 0.383 - ETA: 0s - loss: 9.1740 - acc: 0.380 - ETA: 0s - loss: 9.0210 - acc: 0.388 - ETA: 0s - loss: 9.0511 - acc: 0.385 - ETA: 0s - loss: 9.0515 - acc: 0.385 - ETA: 0s - loss: 8.9965 - acc: 0.388 - ETA: 0s - loss: 8.9467 - acc: 0.389 - ETA: 0s - loss: 8.9644 - acc: 0.389 - ETA: 0s - loss: 8.9346 - acc: 0.391 - ETA: 0s - loss: 8.9220 - acc: 0.391 - ETA: 0s - loss: 8.9169 - acc: 0.391 - ETA: 0s - loss: 8.9130 - acc: 0.391 - ETA: 0s - loss: 8.9074 - acc: 0.392 - ETA: 0s - loss: 8.9177 - acc: 0.392 - ETA: 0s - loss: 8.9064 - acc: 0.392 - ETA: 0s - loss: 8.8876 - acc: 0.392 - ETA: 0s - loss: 8.8940 - acc: 0.392 - ETA: 0s - loss: 8.8742 - acc: 0.393 - 1s 205us/step - loss: 8.8639 - acc: 0.3942 - val_loss: 9.1729 - val_acc: 0.3521 Epoch 00004: val_loss improved from 9.39632 to 9.17295, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 5/20 6680/6680 [==============================] - ETA: 1s - loss: 8.5818 - acc: 0.350 - ETA: 1s - loss: 9.5991 - acc: 0.361 - ETA: 1s - loss: 9.4778 - acc: 0.373 - ETA: 1s - loss: 9.1631 - acc: 0.401 - ETA: 1s - loss: 9.0316 - acc: 0.410 - ETA: 1s - loss: 9.0225 - acc: 0.409 - ETA: 0s - loss: 8.9288 - acc: 0.411 - ETA: 0s - loss: 8.8754 - acc: 0.415 - ETA: 0s - loss: 8.8884 - acc: 0.413 - ETA: 0s - loss: 8.8600 - acc: 0.413 - ETA: 0s - loss: 8.8341 - acc: 0.416 - ETA: 0s - loss: 8.8503 - acc: 0.414 - ETA: 0s - loss: 8.8077 - acc: 0.413 - ETA: 0s - loss: 8.7984 - acc: 0.414 - ETA: 0s - loss: 8.8401 - acc: 0.413 - ETA: 0s - loss: 8.8517 - acc: 0.411 - ETA: 0s - loss: 8.8495 - acc: 0.410 - ETA: 0s - loss: 8.8248 - acc: 0.411 - ETA: 0s - loss: 8.7790 - acc: 0.414 - ETA: 0s - loss: 8.7423 - acc: 0.416 - ETA: 0s - loss: 8.7393 - acc: 0.417 - ETA: 0s - loss: 8.7437 - acc: 0.417 - ETA: 0s - loss: 8.7653 - acc: 0.415 - ETA: 0s - loss: 8.7767 - acc: 0.414 - ETA: 0s - loss: 8.7597 - acc: 0.414 - ETA: 0s - loss: 8.7284 - acc: 0.415 - ETA: 0s - loss: 8.7103 - acc: 0.415 - 1s 217us/step - loss: 8.6613 - acc: 0.4183 - val_loss: 8.9643 - val_acc: 0.3533 Epoch 00005: val_loss improved from 9.17295 to 8.96430, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 6/20 6680/6680 [==============================] - ETA: 1s - loss: 7.1702 - acc: 0.450 - ETA: 1s - loss: 8.2048 - acc: 0.441 - ETA: 1s - loss: 8.2194 - acc: 0.448 - ETA: 1s - loss: 8.3126 - acc: 0.445 - ETA: 1s - loss: 8.2535 - acc: 0.446 - ETA: 1s - loss: 8.1815 - acc: 0.454 - ETA: 1s - loss: 8.0340 - acc: 0.460 - ETA: 1s - loss: 8.0744 - acc: 0.458 - ETA: 0s - loss: 7.9810 - acc: 0.463 - ETA: 0s - loss: 8.0709 - acc: 0.456 - ETA: 0s - loss: 8.0724 - acc: 0.453 - ETA: 0s - loss: 8.1204 - acc: 0.448 - ETA: 0s - loss: 8.1327 - acc: 0.448 - ETA: 0s - loss: 8.1786 - acc: 0.446 - ETA: 0s - loss: 8.1871 - acc: 0.445 - ETA: 0s - loss: 8.2012 - acc: 0.443 - ETA: 0s - loss: 8.2374 - acc: 0.441 - ETA: 0s - loss: 8.2761 - acc: 0.439 - ETA: 0s - loss: 8.2752 - acc: 0.438 - ETA: 0s - loss: 8.2588 - acc: 0.439 - ETA: 0s - loss: 8.2573 - acc: 0.439 - ETA: 0s - loss: 8.2355 - acc: 0.439 - ETA: 0s - loss: 8.2079 - acc: 0.440 - ETA: 0s - loss: 8.1945 - acc: 0.441 - ETA: 0s - loss: 8.2122 - acc: 0.440 - ETA: 0s - loss: 8.2158 - acc: 0.440 - ETA: 0s - loss: 8.2043 - acc: 0.440 - 1s 216us/step - loss: 8.2172 - acc: 0.4400 - val_loss: 8.6800 - val_acc: 0.3725 Epoch 00006: val_loss improved from 8.96430 to 8.67998, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 7/20 6680/6680 [==============================] - ETA: 1s - loss: 11.6430 - acc: 0.20 - ETA: 1s - loss: 7.4812 - acc: 0.4955 - ETA: 1s - loss: 7.5140 - acc: 0.495 - ETA: 1s - loss: 7.7026 - acc: 0.484 - ETA: 1s - loss: 7.8767 - acc: 0.471 - ETA: 1s - loss: 7.8441 - acc: 0.472 - ETA: 1s - loss: 7.7932 - acc: 0.479 - ETA: 1s - loss: 7.8794 - acc: 0.474 - ETA: 0s - loss: 7.8405 - acc: 0.474 - ETA: 0s - loss: 7.8606 - acc: 0.474 - ETA: 0s - loss: 7.8693 - acc: 0.473 - ETA: 0s - loss: 7.8887 - acc: 0.474 - ETA: 0s - loss: 7.9273 - acc: 0.472 - ETA: 0s - loss: 7.9795 - acc: 0.470 - ETA: 0s - loss: 7.9610 - acc: 0.470 - ETA: 0s - loss: 7.9605 - acc: 0.470 - ETA: 0s - loss: 7.9563 - acc: 0.470 - ETA: 0s - loss: 7.9471 - acc: 0.471 - ETA: 0s - loss: 7.9343 - acc: 0.472 - ETA: 0s - loss: 7.9143 - acc: 0.472 - ETA: 0s - loss: 7.9172 - acc: 0.473 - ETA: 0s - loss: 7.9257 - acc: 0.473 - ETA: 0s - loss: 7.9360 - acc: 0.472 - ETA: 0s - loss: 7.9860 - acc: 0.468 - ETA: 0s - loss: 7.9960 - acc: 0.467 - ETA: 0s - loss: 8.0093 - acc: 0.466 - 1s 211us/step - loss: 7.9951 - acc: 0.4669 - val_loss: 8.4613 - val_acc: 0.3856 Epoch 00007: val_loss improved from 8.67998 to 8.46130, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 8/20 6680/6680 [==============================] - ETA: 1s - loss: 7.2532 - acc: 0.550 - ETA: 1s - loss: 7.6764 - acc: 0.488 - ETA: 1s - loss: 7.9695 - acc: 0.473 - ETA: 1s - loss: 7.5760 - acc: 0.496 - ETA: 1s - loss: 7.6048 - acc: 0.498 - ETA: 0s - loss: 7.5047 - acc: 0.502 - ETA: 0s - loss: 7.6043 - acc: 0.491 - ETA: 0s - loss: 7.6180 - acc: 0.491 - ETA: 0s - loss: 7.5974 - acc: 0.492 - ETA: 0s - loss: 7.6481 - acc: 0.491 - ETA: 0s - loss: 7.6202 - acc: 0.494 - ETA: 0s - loss: 7.6522 - acc: 0.491 - ETA: 0s - loss: 7.6760 - acc: 0.491 - ETA: 0s - loss: 7.6870 - acc: 0.491 - ETA: 0s - loss: 7.7035 - acc: 0.491 - ETA: 0s - loss: 7.6902 - acc: 0.492 - ETA: 0s - loss: 7.7254 - acc: 0.490 - ETA: 0s - loss: 7.7232 - acc: 0.491 - ETA: 0s - loss: 7.7385 - acc: 0.490 - ETA: 0s - loss: 7.7464 - acc: 0.490 - ETA: 0s - loss: 7.7444 - acc: 0.490 - ETA: 0s - loss: 7.7625 - acc: 0.489 - ETA: 0s - loss: 7.8002 - acc: 0.487 - ETA: 0s - loss: 7.8031 - acc: 0.487 - 1s 190us/step - loss: 7.7857 - acc: 0.4886 - val_loss: 8.3489 - val_acc: 0.4096 Epoch 00008: val_loss improved from 8.46130 to 8.34893, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 9/20 6680/6680 [==============================] - ETA: 1s - loss: 9.6733 - acc: 0.400 - ETA: 1s - loss: 7.8368 - acc: 0.492 - ETA: 1s - loss: 8.0320 - acc: 0.481 - ETA: 1s - loss: 7.8732 - acc: 0.482 - ETA: 1s - loss: 7.7124 - acc: 0.490 - ETA: 0s - loss: 7.6076 - acc: 0.499 - ETA: 0s - loss: 7.6616 - acc: 0.498 - ETA: 0s - loss: 7.7141 - acc: 0.497 - ETA: 0s - loss: 7.7398 - acc: 0.495 - ETA: 0s - loss: 7.7936 - acc: 0.489 - ETA: 0s - loss: 7.8303 - acc: 0.487 - ETA: 0s - loss: 7.8834 - acc: 0.483 - ETA: 0s - loss: 7.9182 - acc: 0.481 - ETA: 0s - loss: 7.8938 - acc: 0.483 - ETA: 0s - loss: 7.8635 - acc: 0.486 - ETA: 0s - loss: 7.8016 - acc: 0.490 - ETA: 0s - loss: 7.7922 - acc: 0.489 - ETA: 0s - loss: 7.7767 - acc: 0.490 - ETA: 0s - loss: 7.7494 - acc: 0.492 - ETA: 0s - loss: 7.7008 - acc: 0.495 - ETA: 0s - loss: 7.6839 - acc: 0.497 - ETA: 0s - loss: 7.7105 - acc: 0.495 - ETA: 0s - loss: 7.6749 - acc: 0.498 - 1s 183us/step - loss: 7.6679 - acc: 0.4982 - val_loss: 8.2731 - val_acc: 0.4024 Epoch 00009: val_loss improved from 8.34893 to 8.27312, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 10/20 6680/6680 [==============================] - ETA: 1s - loss: 8.0669 - acc: 0.500 - ETA: 1s - loss: 8.0009 - acc: 0.492 - ETA: 1s - loss: 8.0663 - acc: 0.484 - ETA: 1s - loss: 7.8286 - acc: 0.498 - ETA: 1s - loss: 7.7605 - acc: 0.501 - ETA: 1s - loss: 7.7286 - acc: 0.502 - ETA: 0s - loss: 7.7593 - acc: 0.498 - ETA: 0s - loss: 7.7490 - acc: 0.500 - ETA: 0s - loss: 7.7231 - acc: 0.501 - ETA: 0s - loss: 7.7345 - acc: 0.498 - ETA: 0s - loss: 7.6746 - acc: 0.502 - ETA: 0s - loss: 7.6923 - acc: 0.500 - ETA: 0s - loss: 7.6703 - acc: 0.501 - ETA: 0s - loss: 7.6423 - acc: 0.502 - ETA: 0s - loss: 7.6211 - acc: 0.504 - ETA: 0s - loss: 7.5942 - acc: 0.506 - ETA: 0s - loss: 7.5563 - acc: 0.509 - ETA: 0s - loss: 7.5545 - acc: 0.510 - ETA: 0s - loss: 7.5420 - acc: 0.511 - ETA: 0s - loss: 7.5053 - acc: 0.514 - ETA: 0s - loss: 7.5168 - acc: 0.513 - ETA: 0s - loss: 7.5348 - acc: 0.512 - ETA: 0s - loss: 7.5415 - acc: 0.511 - ETA: 0s - loss: 7.5303 - acc: 0.512 - 1s 196us/step - loss: 7.5760 - acc: 0.5100 - val_loss: 8.2108 - val_acc: 0.4036 Epoch 00010: val_loss improved from 8.27312 to 8.21083, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 11/20 6680/6680 [==============================] - ETA: 1s - loss: 7.2577 - acc: 0.550 - ETA: 1s - loss: 7.0383 - acc: 0.543 - ETA: 1s - loss: 7.1569 - acc: 0.537 - ETA: 1s - loss: 7.2732 - acc: 0.525 - ETA: 1s - loss: 7.3890 - acc: 0.521 - ETA: 0s - loss: 7.4707 - acc: 0.512 - ETA: 0s - loss: 7.5925 - acc: 0.504 - ETA: 0s - loss: 7.4680 - acc: 0.512 - ETA: 0s - loss: 7.5199 - acc: 0.508 - ETA: 0s - loss: 7.4926 - acc: 0.508 - ETA: 0s - loss: 7.4148 - acc: 0.513 - ETA: 0s - loss: 7.4642 - acc: 0.510 - ETA: 0s - loss: 7.4460 - acc: 0.508 - ETA: 0s - loss: 7.4917 - acc: 0.505 - ETA: 0s - loss: 7.4659 - acc: 0.505 - ETA: 0s - loss: 7.4901 - acc: 0.505 - ETA: 0s - loss: 7.4207 - acc: 0.510 - ETA: 0s - loss: 7.3904 - acc: 0.512 - ETA: 0s - loss: 7.4007 - acc: 0.511 - ETA: 0s - loss: 7.3960 - acc: 0.511 - ETA: 0s - loss: 7.4051 - acc: 0.511 - ETA: 0s - loss: 7.3897 - acc: 0.512 - ETA: 0s - loss: 7.3978 - acc: 0.512 - ETA: 0s - loss: 7.3982 - acc: 0.512 - ETA: 0s - loss: 7.4103 - acc: 0.511 - 1s 197us/step - loss: 7.3960 - acc: 0.5121 - val_loss: 7.9855 - val_acc: 0.4323 Epoch 00011: val_loss improved from 8.21083 to 7.98548, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 12/20 6680/6680 [==============================] - ETA: 0s - loss: 11.0232 - acc: 0.30 - ETA: 1s - loss: 7.8926 - acc: 0.4933 - ETA: 1s - loss: 7.5511 - acc: 0.520 - ETA: 0s - loss: 7.4298 - acc: 0.527 - ETA: 0s - loss: 7.2780 - acc: 0.532 - ETA: 0s - loss: 7.2342 - acc: 0.535 - ETA: 0s - loss: 7.2395 - acc: 0.533 - ETA: 0s - loss: 7.2857 - acc: 0.530 - ETA: 0s - loss: 7.2857 - acc: 0.531 - ETA: 0s - loss: 7.2681 - acc: 0.533 - ETA: 0s - loss: 7.3181 - acc: 0.530 - ETA: 0s - loss: 7.2689 - acc: 0.534 - ETA: 0s - loss: 7.2889 - acc: 0.532 - ETA: 0s - loss: 7.2363 - acc: 0.534 - ETA: 0s - loss: 7.2120 - acc: 0.535 - ETA: 0s - loss: 7.2286 - acc: 0.534 - ETA: 0s - loss: 7.2670 - acc: 0.531 - ETA: 0s - loss: 7.2518 - acc: 0.531 - ETA: 0s - loss: 7.2812 - acc: 0.529 - ETA: 0s - loss: 7.2476 - acc: 0.531 - ETA: 0s - loss: 7.2072 - acc: 0.533 - ETA: 0s - loss: 7.2429 - acc: 0.531 - ETA: 0s - loss: 7.2364 - acc: 0.531 - ETA: 0s - loss: 7.2256 - acc: 0.532 - 1s 195us/step - loss: 7.2438 - acc: 0.5308 - val_loss: 8.0255 - val_acc: 0.4275 Epoch 00012: val_loss did not improve from 7.98548 Epoch 13/20 6680/6680 [==============================] - ETA: 1s - loss: 5.6811 - acc: 0.600 - ETA: 1s - loss: 7.1779 - acc: 0.541 - ETA: 1s - loss: 7.2195 - acc: 0.536 - ETA: 1s - loss: 7.2272 - acc: 0.537 - ETA: 0s - loss: 6.9482 - acc: 0.554 - ETA: 0s - loss: 6.9481 - acc: 0.555 - ETA: 0s - loss: 7.0089 - acc: 0.550 - ETA: 0s - loss: 7.0214 - acc: 0.549 - ETA: 0s - loss: 7.0041 - acc: 0.548 - ETA: 0s - loss: 7.0767 - acc: 0.544 - ETA: 0s - loss: 7.1655 - acc: 0.539 - ETA: 0s - loss: 7.1530 - acc: 0.540 - ETA: 0s - loss: 7.1536 - acc: 0.539 - ETA: 0s - loss: 7.1976 - acc: 0.537 - ETA: 0s - loss: 7.1368 - acc: 0.540 - ETA: 0s - loss: 7.1603 - acc: 0.540 - ETA: 0s - loss: 7.1509 - acc: 0.541 - ETA: 0s - loss: 7.1891 - acc: 0.539 - ETA: 0s - loss: 7.1951 - acc: 0.539 - ETA: 0s - loss: 7.1958 - acc: 0.539 - ETA: 0s - loss: 7.2024 - acc: 0.537 - ETA: 0s - loss: 7.1980 - acc: 0.537 - ETA: 0s - loss: 7.1802 - acc: 0.538 - 1s 188us/step - loss: 7.1767 - acc: 0.5383 - val_loss: 7.8869 - val_acc: 0.4419 Epoch 00013: val_loss improved from 7.98548 to 7.88690, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 14/20 6680/6680 [==============================] - ETA: 1s - loss: 8.8650 - acc: 0.450 - ETA: 1s - loss: 6.7795 - acc: 0.565 - ETA: 1s - loss: 6.9971 - acc: 0.550 - ETA: 1s - loss: 7.1552 - acc: 0.535 - ETA: 0s - loss: 6.9721 - acc: 0.547 - ETA: 0s - loss: 6.9542 - acc: 0.550 - ETA: 0s - loss: 6.9913 - acc: 0.549 - ETA: 0s - loss: 6.9859 - acc: 0.551 - ETA: 0s - loss: 7.0779 - acc: 0.545 - ETA: 0s - loss: 7.0682 - acc: 0.546 - ETA: 0s - loss: 7.1095 - acc: 0.544 - ETA: 0s - loss: 7.1361 - acc: 0.543 - ETA: 0s - loss: 7.1599 - acc: 0.542 - ETA: 0s - loss: 7.2016 - acc: 0.539 - ETA: 0s - loss: 7.1357 - acc: 0.544 - ETA: 0s - loss: 7.1116 - acc: 0.545 - ETA: 0s - loss: 7.0920 - acc: 0.545 - ETA: 0s - loss: 7.1263 - acc: 0.543 - ETA: 0s - loss: 7.0853 - acc: 0.546 - ETA: 0s - loss: 7.0765 - acc: 0.546 - ETA: 0s - loss: 7.0787 - acc: 0.547 - ETA: 0s - loss: 7.0515 - acc: 0.549 - ETA: 0s - loss: 7.0404 - acc: 0.549 - ETA: 0s - loss: 7.0451 - acc: 0.549 - 1s 192us/step - loss: 7.0673 - acc: 0.5482 - val_loss: 7.8491 - val_acc: 0.4503 Epoch 00014: val_loss improved from 7.88690 to 7.84914, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 15/20 6680/6680 [==============================] - ETA: 1s - loss: 6.0766 - acc: 0.600 - ETA: 1s - loss: 6.6330 - acc: 0.576 - ETA: 1s - loss: 6.7125 - acc: 0.573 - ETA: 1s - loss: 6.7008 - acc: 0.575 - ETA: 0s - loss: 6.8324 - acc: 0.569 - ETA: 0s - loss: 6.9705 - acc: 0.559 - ETA: 0s - loss: 7.1215 - acc: 0.550 - ETA: 0s - loss: 7.0940 - acc: 0.552 - ETA: 0s - loss: 7.1714 - acc: 0.548 - ETA: 0s - loss: 7.1384 - acc: 0.550 - ETA: 0s - loss: 7.0254 - acc: 0.556 - ETA: 0s - loss: 6.9885 - acc: 0.559 - ETA: 0s - loss: 7.0750 - acc: 0.554 - ETA: 0s - loss: 7.1136 - acc: 0.552 - ETA: 0s - loss: 7.1375 - acc: 0.550 - ETA: 0s - loss: 7.1499 - acc: 0.549 - ETA: 0s - loss: 7.1156 - acc: 0.550 - ETA: 0s - loss: 7.0595 - acc: 0.554 - ETA: 0s - loss: 7.0178 - acc: 0.557 - ETA: 0s - loss: 7.0503 - acc: 0.555 - ETA: 0s - loss: 7.1056 - acc: 0.552 - ETA: 0s - loss: 7.0925 - acc: 0.553 - ETA: 0s - loss: 7.1083 - acc: 0.551 - ETA: 0s - loss: 7.0752 - acc: 0.553 - 1s 192us/step - loss: 7.0447 - acc: 0.5552 - val_loss: 7.8722 - val_acc: 0.4479 Epoch 00015: val_loss did not improve from 7.84914 Epoch 16/20 6680/6680 [==============================] - ETA: 1s - loss: 10.4768 - acc: 0.35 - ETA: 1s - loss: 7.3054 - acc: 0.5469 - ETA: 1s - loss: 6.9869 - acc: 0.566 - ETA: 0s - loss: 6.9087 - acc: 0.570 - ETA: 0s - loss: 6.8945 - acc: 0.571 - ETA: 0s - loss: 6.9900 - acc: 0.565 - ETA: 0s - loss: 6.8592 - acc: 0.572 - ETA: 0s - loss: 6.8941 - acc: 0.569 - ETA: 0s - loss: 7.0053 - acc: 0.563 - ETA: 0s - loss: 7.0446 - acc: 0.560 - ETA: 0s - loss: 7.0999 - acc: 0.556 - ETA: 0s - loss: 7.1263 - acc: 0.554 - ETA: 0s - loss: 7.1546 - acc: 0.551 - ETA: 0s - loss: 7.2119 - acc: 0.547 - ETA: 0s - loss: 7.1518 - acc: 0.550 - ETA: 0s - loss: 7.1204 - acc: 0.552 - ETA: 0s - loss: 7.0534 - acc: 0.556 - ETA: 0s - loss: 7.0490 - acc: 0.556 - ETA: 0s - loss: 7.0590 - acc: 0.555 - ETA: 0s - loss: 7.0139 - acc: 0.557 - ETA: 0s - loss: 7.0335 - acc: 0.556 - ETA: 0s - loss: 7.0184 - acc: 0.556 - 1s 180us/step - loss: 6.9930 - acc: 0.5581 - val_loss: 7.7819 - val_acc: 0.4455 Epoch 00016: val_loss improved from 7.84914 to 7.78188, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 17/20 6680/6680 [==============================] - ETA: 1s - loss: 6.4473 - acc: 0.600 - ETA: 1s - loss: 6.0471 - acc: 0.616 - ETA: 1s - loss: 6.5489 - acc: 0.581 - ETA: 0s - loss: 6.6907 - acc: 0.573 - ETA: 0s - loss: 6.8945 - acc: 0.562 - ETA: 0s - loss: 6.8666 - acc: 0.564 - ETA: 0s - loss: 6.8483 - acc: 0.564 - ETA: 0s - loss: 6.9734 - acc: 0.555 - ETA: 0s - loss: 6.9718 - acc: 0.554 - ETA: 0s - loss: 6.9396 - acc: 0.556 - ETA: 0s - loss: 6.9025 - acc: 0.558 - ETA: 0s - loss: 6.8520 - acc: 0.560 - ETA: 0s - loss: 6.8671 - acc: 0.559 - ETA: 0s - loss: 6.8419 - acc: 0.560 - ETA: 0s - loss: 6.8416 - acc: 0.559 - ETA: 0s - loss: 6.8058 - acc: 0.562 - ETA: 0s - loss: 6.8374 - acc: 0.559 - ETA: 0s - loss: 6.8362 - acc: 0.559 - ETA: 0s - loss: 6.8625 - acc: 0.558 - ETA: 0s - loss: 6.8198 - acc: 0.561 - ETA: 0s - loss: 6.8378 - acc: 0.560 - ETA: 0s - loss: 6.8335 - acc: 0.559 - 1s 179us/step - loss: 6.8264 - acc: 0.5600 - val_loss: 7.6030 - val_acc: 0.4539 Epoch 00017: val_loss improved from 7.78188 to 7.60305, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 18/20 6680/6680 [==============================] - ETA: 0s - loss: 7.2555 - acc: 0.550 - ETA: 1s - loss: 6.7215 - acc: 0.578 - ETA: 1s - loss: 6.4537 - acc: 0.591 - ETA: 0s - loss: 6.3839 - acc: 0.596 - ETA: 0s - loss: 6.4686 - acc: 0.589 - ETA: 0s - loss: 6.3406 - acc: 0.597 - ETA: 0s - loss: 6.4717 - acc: 0.587 - ETA: 0s - loss: 6.4500 - acc: 0.588 - ETA: 0s - loss: 6.4425 - acc: 0.589 - ETA: 0s - loss: 6.4312 - acc: 0.590 - ETA: 0s - loss: 6.4482 - acc: 0.588 - ETA: 0s - loss: 6.4957 - acc: 0.585 - ETA: 0s - loss: 6.5264 - acc: 0.583 - ETA: 0s - loss: 6.5286 - acc: 0.583 - ETA: 0s - loss: 6.5592 - acc: 0.582 - ETA: 0s - loss: 6.5441 - acc: 0.582 - ETA: 0s - loss: 6.5939 - acc: 0.579 - ETA: 0s - loss: 6.6040 - acc: 0.578 - ETA: 0s - loss: 6.6077 - acc: 0.577 - ETA: 0s - loss: 6.6113 - acc: 0.576 - ETA: 0s - loss: 6.6256 - acc: 0.576 - ETA: 0s - loss: 6.6278 - acc: 0.576 - ETA: 0s - loss: 6.6394 - acc: 0.575 - 1s 180us/step - loss: 6.6456 - acc: 0.5749 - val_loss: 7.4926 - val_acc: 0.4683 Epoch 00018: val_loss improved from 7.60305 to 7.49256, saving model to saved_models/weights.best.VGG16.hdf5 Epoch 19/20 6680/6680 [==============================] - ETA: 0s - loss: 4.8803 - acc: 0.650 - ETA: 1s - loss: 6.1563 - acc: 0.610 - ETA: 1s - loss: 6.2494 - acc: 0.605 - ETA: 0s - loss: 6.6891 - acc: 0.577 - ETA: 0s - loss: 6.6202 - acc: 0.582 - ETA: 0s - loss: 6.7309 - acc: 0.576 - ETA: 0s - loss: 6.7815 - acc: 0.573 - ETA: 0s - loss: 6.7051 - acc: 0.577 - ETA: 0s - loss: 6.6831 - acc: 0.577 - ETA: 0s - loss: 6.6623 - acc: 0.577 - ETA: 0s - loss: 6.6764 - acc: 0.577 - ETA: 0s - loss: 6.6468 - acc: 0.578 - ETA: 0s - loss: 6.6830 - acc: 0.577 - ETA: 0s - loss: 6.6409 - acc: 0.579 - ETA: 0s - loss: 6.6448 - acc: 0.579 - ETA: 0s - loss: 6.6577 - acc: 0.578 - ETA: 0s - loss: 6.6017 - acc: 0.581 - ETA: 0s - loss: 6.6119 - acc: 0.581 - ETA: 0s - loss: 6.6244 - acc: 0.580 - ETA: 0s - loss: 6.5911 - acc: 0.582 - ETA: 0s - loss: 6.5599 - acc: 0.584 - ETA: 0s - loss: 6.5691 - acc: 0.583 - ETA: 0s - loss: 6.5744 - acc: 0.583 - 1s 180us/step - loss: 6.5742 - acc: 0.5831 - val_loss: 7.5015 - val_acc: 0.4719 Epoch 00019: val_loss did not improve from 7.49256 Epoch 20/20 6680/6680 [==============================] - ETA: 1s - loss: 8.0599 - acc: 0.500 - ETA: 1s - loss: 6.1480 - acc: 0.600 - ETA: 1s - loss: 6.4473 - acc: 0.587 - ETA: 0s - loss: 6.2851 - acc: 0.598 - ETA: 0s - loss: 6.4049 - acc: 0.592 - ETA: 0s - loss: 6.2946 - acc: 0.600 - ETA: 0s - loss: 6.2394 - acc: 0.603 - ETA: 0s - loss: 6.2996 - acc: 0.599 - ETA: 0s - loss: 6.3520 - acc: 0.595 - ETA: 0s - loss: 6.3287 - acc: 0.597 - ETA: 0s - loss: 6.3728 - acc: 0.595 - ETA: 0s - loss: 6.3667 - acc: 0.594 - ETA: 0s - loss: 6.3849 - acc: 0.593 - ETA: 0s - loss: 6.4210 - acc: 0.590 - ETA: 0s - loss: 6.4335 - acc: 0.589 - ETA: 0s - loss: 6.4429 - acc: 0.587 - ETA: 0s - loss: 6.5145 - acc: 0.583 - ETA: 0s - loss: 6.4679 - acc: 0.585 - ETA: 0s - loss: 6.4572 - acc: 0.586 - ETA: 0s - loss: 6.4705 - acc: 0.585 - ETA: 0s - loss: 6.4594 - acc: 0.585 - ETA: 0s - loss: 6.4747 - acc: 0.585 - 1s 181us/step - loss: 6.4682 - acc: 0.5847 - val_loss: 7.3521 - val_acc: 0.4683 Epoch 00020: val_loss improved from 7.49256 to 7.35212, saving model to saved_models/weights.best.VGG16.hdf5
Out[30]:
<keras.callbacks.History at 0x2949d71d30>
Load the Model with the Best Validation Loss¶
In [31]:
VGG16_model.load_weights('saved_models/weights.best.VGG16.hdf5')
Test the Model¶
Now, we can use the CNN to test how well it identifies breed within our test dataset of dog images. We print the test accuracy below.
In [32]:
# get index of predicted dog breed for each image in test set
VGG16_predictions = [np.argmax(VGG16_model.predict(np.expand_dims(feature, axis=0))) for feature in test_VGG16]
# report test accuracy
test_accuracy = 100*np.sum(np.array(VGG16_predictions)==np.argmax(test_targets, axis=1))/len(VGG16_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 46.0526%
Predict Dog Breed with the Model¶
In [33]:
from extract_bottleneck_features import *
def VGG16_predict_breed(img_path):
# extract bottleneck features
bottleneck_feature = extract_VGG16(path_to_tensor(img_path))
# obtain predicted vector
predicted_vector = VGG16_model.predict(bottleneck_feature)
# return dog breed that is predicted by the model
return dog_names[np.argmax(predicted_vector)]
Step 5: Create a CNN to Classify Dog Breeds (using Transfer Learning)¶
You will now use transfer learning to create a CNN that can identify dog breed from images. Your CNN must attain at least 60% accuracy on the test set.
In Step 4, we used transfer learning to create a CNN using VGG-16 bottleneck features. In this section, you must use the bottleneck features from a different pre-trained model. To make things easier for you, we have pre-computed the features for all of the networks that are currently available in Keras:
- VGG-19 bottleneck features
- ResNet-50 bottleneck features
- Inception bottleneck features
- Xception bottleneck features
The files are encoded as such:
Dog{network}Data.npz
where {network}, in the above filename, can be one of VGG19, Resnet50, InceptionV3, or Xception. Pick one of the above architectures, download the corresponding bottleneck features, and store the downloaded file in the bottleneck_features/ folder in the repository.
(IMPLEMENTATION) Obtain Bottleneck Features¶
In the code block below, extract the bottleneck features corresponding to the train, test, and validation sets by running the following:
bottleneck_features = np.load('bottleneck_features/Dog{network}Data.npz')
train_{network} = bottleneck_features['train']
valid_{network} = bottleneck_features['valid']
test_{network} = bottleneck_features['test']In [34]:
### TODO: Obtain bottleneck features from another pre-trained CNN.
bottleneck_features = np.load('bottleneck_features/DogInceptionV3Data.npz')
train_Inception = bottleneck_features['train']
valid_Inception = bottleneck_features['valid']
test_Inception = bottleneck_features['test']
(IMPLEMENTATION) Model Architecture¶
Create a CNN to classify dog breed. At the end of your code cell block, summarize the layers of your model by executing the line:
<your model's name>.summary()
Question 5: Outline the steps you took to get to your final CNN architecture and your reasoning at each step. Describe why you think the architecture is suitable for the current problem.
Answer:
The architecture is : a first GAP layer to extract the best features from the images as processed by the Inception bottleneck features, which is then fed into a 500-nodes FC layer activated with tanh and a final 133-nodes FC layer with softmax for final classification. I applied a 20% dropout probability before the final FC layer.
the reason : InceptionV3 applies numerous CONV and POOL filters adding more CONV-POOL lauers seemed to slow the training down to an impractical level.
so what i did was :squeeze the best features processed through Inception weights and feed them into a non-linear neural network. I find a GAP layer ideal for the job for The choice of model (InceptionV3) for transfer learning was an empirical one. VGG19 performed around 67% accuracy, ResNet around 80% while Inception yielded close to 82% (81.8) which is quite impressive.
In [35]:
Inc_model = Sequential()
Inc_model.add(GlobalAveragePooling2D(input_shape=train_Inception.shape[1:]))
Inc_model.add(Dense(500))
Inc_model.add(Activation("tanh"))
Inc_model.add(Dropout(0.2))
Inc_model.add(Dense(133, activation='softmax'))
Inc_model.summary()
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= global_average_pooling2d_4 ( (None, 2048) 0 _________________________________________________________________ dense_5 (Dense) (None, 500) 1024500 _________________________________________________________________ activation_54 (Activation) (None, 500) 0 _________________________________________________________________ dropout_3 (Dropout) (None, 500) 0 _________________________________________________________________ dense_6 (Dense) (None, 133) 66633 ================================================================= Total params: 1,091,133 Trainable params: 1,091,133 Non-trainable params: 0 _________________________________________________________________
(IMPLEMENTATION) Compile the Model¶
In [37]:
### TODO: Compile the model.
Inc_model.compile(optimizer='rmsprop', loss='categorical_crossentropy', metrics=['accuracy'])
(IMPLEMENTATION) Train the Model¶
Train your model in the code cell below. Use model checkpointing to save the model that attains the best validation loss.
You are welcome to augment the training data, but this is not a requirement.
In [38]:
### TODO: Train the model.
checkpointer = ModelCheckpoint(filepath='saved_models/weights.best.Inc_model.hdf5',
verbose=1, save_best_only=True)
Inc_model.fit(train_Inception, train_targets,
validation_data=(valid_Inception, valid_targets),
epochs=2000, batch_size=20, callbacks=[checkpointer], verbose=1)
Train on 6680 samples, validate on 835 samples Epoch 1/2000 6680/6680 [==============================] - ETA: 4:38 - loss: 5.0459 - acc: 0.0000e+0 - ETA: 1:13 - loss: 5.7293 - acc: 0.1000 - ETA: 44s - loss: 5.5117 - acc: 0.135 - ETA: 32s - loss: 5.2879 - acc: 0.13 - ETA: 26s - loss: 5.1064 - acc: 0.13 - ETA: 22s - loss: 4.9270 - acc: 0.13 - ETA: 19s - loss: 4.6916 - acc: 0.15 - ETA: 17s - loss: 4.5486 - acc: 0.17 - ETA: 15s - loss: 4.3525 - acc: 0.20 - ETA: 14s - loss: 4.1670 - acc: 0.23 - ETA: 13s - loss: 4.0048 - acc: 0.25 - ETA: 12s - loss: 3.8473 - acc: 0.28 - ETA: 12s - loss: 3.7182 - acc: 0.30 - ETA: 11s - loss: 3.5798 - acc: 0.32 - ETA: 10s - loss: 3.5000 - acc: 0.32 - ETA: 10s - loss: 3.3868 - acc: 0.33 - ETA: 10s - loss: 3.2656 - acc: 0.36 - ETA: 9s - loss: 3.1612 - acc: 0.3760 - ETA: 9s - loss: 3.0945 - acc: 0.385 - ETA: 8s - loss: 3.0141 - acc: 0.397 - ETA: 8s - loss: 2.9550 - acc: 0.404 - ETA: 8s - loss: 2.8922 - acc: 0.411 - ETA: 8s - loss: 2.8265 - acc: 0.420 - ETA: 7s - loss: 2.7654 - acc: 0.427 - ETA: 7s - loss: 2.7118 - acc: 0.438 - ETA: 7s - loss: 2.6560 - acc: 0.448 - ETA: 7s - loss: 2.6115 - acc: 0.456 - ETA: 7s - loss: 2.5665 - acc: 0.464 - ETA: 6s - loss: 2.5321 - acc: 0.467 - ETA: 6s - loss: 2.4846 - acc: 0.475 - ETA: 6s - loss: 2.4521 - acc: 0.479 - ETA: 6s - loss: 2.4217 - acc: 0.484 - ETA: 6s - loss: 2.3822 - acc: 0.490 - ETA: 6s - loss: 2.3388 - acc: 0.497 - ETA: 6s - loss: 2.3039 - acc: 0.501 - ETA: 5s - loss: 2.2785 - acc: 0.505 - ETA: 5s - loss: 2.2465 - acc: 0.511 - ETA: 5s - loss: 2.2078 - acc: 0.520 - ETA: 5s - loss: 2.1884 - acc: 0.522 - ETA: 5s - loss: 2.1608 - acc: 0.528 - ETA: 5s - loss: 2.1363 - acc: 0.533 - ETA: 5s - loss: 2.1115 - acc: 0.538 - ETA: 5s - loss: 2.0886 - acc: 0.541 - ETA: 4s - loss: 2.0651 - acc: 0.546 - ETA: 4s - loss: 2.0413 - acc: 0.550 - ETA: 4s - loss: 2.0207 - acc: 0.553 - ETA: 4s - loss: 1.9963 - acc: 0.556 - ETA: 4s - loss: 1.9730 - acc: 0.560 - ETA: 4s - loss: 1.9547 - acc: 0.564 - ETA: 4s - loss: 1.9385 - acc: 0.566 - ETA: 4s - loss: 1.9224 - acc: 0.569 - ETA: 4s - loss: 1.9044 - acc: 0.571 - ETA: 4s - loss: 1.8860 - acc: 0.575 - ETA: 4s - loss: 1.8708 - acc: 0.577 - ETA: 3s - loss: 1.8652 - acc: 0.577 - ETA: 3s - loss: 1.8485 - acc: 0.580 - ETA: 3s - loss: 1.8313 - acc: 0.583 - ETA: 3s - loss: 1.8208 - acc: 0.584 - ETA: 3s - loss: 1.8083 - acc: 0.587 - ETA: 3s - loss: 1.7990 - acc: 0.589 - ETA: 3s - loss: 1.7849 - acc: 0.592 - ETA: 3s - loss: 1.7727 - acc: 0.594 - ETA: 3s - loss: 1.7617 - acc: 0.596 - ETA: 3s - loss: 1.7499 - acc: 0.597 - ETA: 3s - loss: 1.7358 - acc: 0.600 - ETA: 3s - loss: 1.7259 - acc: 0.601 - ETA: 2s - loss: 1.7161 - acc: 0.603 - ETA: 2s - loss: 1.7040 - acc: 0.605 - ETA: 2s - loss: 1.6968 - acc: 0.606 - ETA: 2s - loss: 1.6867 - acc: 0.608 - ETA: 2s - loss: 1.6786 - acc: 0.610 - ETA: 2s - loss: 1.6657 - acc: 0.612 - ETA: 2s - loss: 1.6543 - acc: 0.615 - ETA: 2s - loss: 1.6435 - acc: 0.616 - ETA: 2s - loss: 1.6332 - acc: 0.618 - ETA: 2s - loss: 1.6222 - acc: 0.620 - ETA: 2s - loss: 1.6133 - acc: 0.621 - ETA: 2s - loss: 1.6044 - acc: 0.623 - ETA: 2s - loss: 1.5956 - acc: 0.624 - ETA: 2s - loss: 1.5853 - acc: 0.626 - ETA: 1s - loss: 1.5776 - acc: 0.627 - ETA: 1s - loss: 1.5691 - acc: 0.628 - ETA: 1s - loss: 1.5613 - acc: 0.630 - ETA: 1s - loss: 1.5548 - acc: 0.631 - ETA: 1s - loss: 1.5480 - acc: 0.632 - ETA: 1s - loss: 1.5387 - acc: 0.634 - ETA: 1s - loss: 1.5317 - acc: 0.635 - ETA: 1s - loss: 1.5250 - acc: 0.637 - ETA: 1s - loss: 1.5179 - acc: 0.638 - ETA: 1s - loss: 1.5121 - acc: 0.639 - ETA: 1s - loss: 1.5015 - acc: 0.641 - ETA: 1s - loss: 1.4978 - acc: 0.641 - ETA: 1s - loss: 1.4894 - acc: 0.643 - ETA: 1s - loss: 1.4834 - acc: 0.644 - ETA: 1s - loss: 1.4773 - acc: 0.644 - ETA: 1s - loss: 1.4736 - acc: 0.645 - ETA: 0s - loss: 1.4714 - acc: 0.645 - ETA: 0s - loss: 1.4657 - acc: 0.646 - ETA: 0s - loss: 1.4567 - acc: 0.648 - ETA: 0s - loss: 1.4517 - acc: 0.648 - ETA: 0s - loss: 1.4453 - acc: 0.650 - ETA: 0s - loss: 1.4362 - acc: 0.651 - ETA: 0s - loss: 1.4302 - acc: 0.652 - ETA: 0s - loss: 1.4210 - acc: 0.654 - ETA: 0s - loss: 1.4185 - acc: 0.655 - ETA: 0s - loss: 1.4164 - acc: 0.654 - ETA: 0s - loss: 1.4111 - acc: 0.655 - ETA: 0s - loss: 1.4057 - acc: 0.656 - ETA: 0s - loss: 1.4003 - acc: 0.658 - ETA: 0s - loss: 1.3933 - acc: 0.659 - ETA: 0s - loss: 1.3920 - acc: 0.658 - 7s 1ms/step - loss: 1.3877 - acc: 0.6585 - val_loss: 0.7761 - val_acc: 0.7772 Epoch 00001: val_loss improved from inf to 0.77607, saving model to saved_models/weights.best.Inc_model.hdf5 Epoch 2/2000 6680/6680 [==============================] - ETA: 8s - loss: 0.6759 - acc: 0.850 - ETA: 7s - loss: 0.6338 - acc: 0.812 - ETA: 6s - loss: 0.5880 - acc: 0.800 - ETA: 6s - loss: 0.6133 - acc: 0.810 - ETA: 6s - loss: 0.5623 - acc: 0.826 - ETA: 6s - loss: 0.5447 - acc: 0.828 - ETA: 5s - loss: 0.5590 - acc: 0.834 - ETA: 5s - loss: 0.5506 - acc: 0.836 - ETA: 5s - loss: 0.5627 - acc: 0.832 - ETA: 5s - loss: 0.5904 - acc: 0.821 - ETA: 5s - loss: 0.5851 - acc: 0.824 - ETA: 5s - loss: 0.5662 - acc: 0.829 - ETA: 5s - loss: 0.5891 - acc: 0.823 - ETA: 5s - loss: 0.5738 - acc: 0.826 - ETA: 5s - loss: 0.5816 - acc: 0.823 - ETA: 5s - loss: 0.5962 - acc: 0.816 - ETA: 5s - loss: 0.5978 - acc: 0.819 - ETA: 5s - loss: 0.5910 - acc: 0.820 - ETA: 5s - loss: 0.5970 - acc: 0.820 - ETA: 5s - loss: 0.6127 - acc: 0.817 - ETA: 5s - loss: 0.6159 - acc: 0.818 - ETA: 5s - loss: 0.6085 - acc: 0.821 - ETA: 4s - loss: 0.6087 - acc: 0.821 - ETA: 4s - loss: 0.6067 - acc: 0.820 - ETA: 4s - loss: 0.6101 - acc: 0.822 - ETA: 4s - loss: 0.6096 - acc: 0.821 - ETA: 4s - loss: 0.6199 - acc: 0.819 - ETA: 4s - loss: 0.6223 - acc: 0.817 - ETA: 4s - loss: 0.6189 - acc: 0.818 - ETA: 4s - loss: 0.6242 - acc: 0.819 - ETA: 4s - loss: 0.6225 - acc: 0.820 - ETA: 4s - loss: 0.6272 - acc: 0.819 - ETA: 4s - loss: 0.6215 - acc: 0.822 - ETA: 4s - loss: 0.6221 - acc: 0.821 - ETA: 4s - loss: 0.6215 - acc: 0.821 - ETA: 4s - loss: 0.6280 - acc: 0.817 - ETA: 4s - loss: 0.6264 - acc: 0.818 - ETA: 4s - loss: 0.6265 - acc: 0.816 - ETA: 4s - loss: 0.6295 - acc: 0.815 - ETA: 4s - loss: 0.6376 - acc: 0.814 - ETA: 3s - loss: 0.6334 - acc: 0.815 - ETA: 3s - loss: 0.6332 - acc: 0.815 - ETA: 3s - loss: 0.6348 - acc: 0.814 - ETA: 3s - loss: 0.6382 - acc: 0.812 - ETA: 3s - loss: 0.6386 - acc: 0.813 - ETA: 3s - loss: 0.6390 - acc: 0.813 - ETA: 3s - loss: 0.6400 - acc: 0.812 - ETA: 3s - loss: 0.6364 - acc: 0.815 - ETA: 3s - loss: 0.6329 - acc: 0.816 - ETA: 3s - loss: 0.6349 - acc: 0.815 - ETA: 3s - loss: 0.6392 - acc: 0.814 - ETA: 3s - loss: 0.6314 - acc: 0.816 - ETA: 3s - loss: 0.6327 - acc: 0.817 - ETA: 3s - loss: 0.6303 - acc: 0.817 - ETA: 3s - loss: 0.6297 - acc: 0.817 - ETA: 3s - loss: 0.6298 - acc: 0.818 - ETA: 3s - loss: 0.6317 - acc: 0.817 - ETA: 2s - loss: 0.6333 - acc: 0.815 - ETA: 2s - loss: 0.6321 - acc: 0.815 - ETA: 2s - loss: 0.6316 - acc: 0.815 - ETA: 2s - loss: 0.6289 - acc: 0.815 - ETA: 2s - loss: 0.6290 - acc: 0.815 - ETA: 2s - loss: 0.6288 - acc: 0.814 - ETA: 2s - loss: 0.6288 - acc: 0.814 - ETA: 2s - loss: 0.6294 - acc: 0.814 - ETA: 2s - loss: 0.6285 - acc: 0.814 - ETA: 2s - loss: 0.6262 - acc: 0.814 - ETA: 2s - loss: 0.6232 - acc: 0.815 - ETA: 2s - loss: 0.6204 - acc: 0.815 - ETA: 2s - loss: 0.6215 - acc: 0.814 - ETA: 2s - loss: 0.6217 - acc: 0.814 - ETA: 1s - loss: 0.6222 - acc: 0.814 - ETA: 1s - loss: 0.6224 - acc: 0.813 - ETA: 1s - loss: 0.6297 - acc: 0.810 - ETA: 1s - loss: 0.6291 - acc: 0.810 - ETA: 1s - loss: 0.6315 - acc: 0.809 - ETA: 1s - loss: 0.6299 - acc: 0.810 - ETA: 1s - loss: 0.6275 - acc: 0.811 - ETA: 1s - loss: 0.6264 - acc: 0.812 - ETA: 1s - loss: 0.6243 - acc: 0.811 - ETA: 1s - loss: 0.6236 - acc: 0.811 - ETA: 1s - loss: 0.6238 - acc: 0.811 - ETA: 1s - loss: 0.6251 - acc: 0.811 - ETA: 1s - loss: 0.6254 - acc: 0.811 - ETA: 1s - loss: 0.6254 - acc: 0.810 - ETA: 1s - loss: 0.6265 - acc: 0.810 - ETA: 0s - loss: 0.6273 - acc: 0.810 - ETA: 0s - loss: 0.6282 - acc: 0.810 - ETA: 0s - loss: 0.6276 - acc: 0.811 - ETA: 0s - loss: 0.6274 - acc: 0.811 - ETA: 0s - loss: 0.6272 - acc: 0.811 - ETA: 0s - loss: 0.6253 - acc: 0.812 - ETA: 0s - loss: 0.6230 - acc: 0.812 - ETA: 0s - loss: 0.6214 - acc: 0.813 - ETA: 0s - loss: 0.6193 - acc: 0.813 - ETA: 0s - loss: 0.6168 - acc: 0.814 - ETA: 0s - loss: 0.6201 - acc: 0.813 - ETA: 0s - loss: 0.6200 - acc: 0.813 - ETA: 0s - loss: 0.6227 - acc: 0.812 - ETA: 0s - loss: 0.6215 - acc: 0.813 - ETA: 0s - loss: 0.6205 - acc: 0.813 - 6s 869us/step - loss: 0.6203 - acc: 0.8135 - val_loss: 0.6110 - val_acc: 0.8371 Epoch 00002: val_loss improved from 0.77607 to 0.61101, saving model to saved_models/weights.best.Inc_model.hdf5 Epoch 3/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.5970 - acc: 0.850 - ETA: 4s - loss: 0.4342 - acc: 0.850 - ETA: 4s - loss: 0.4039 - acc: 0.866 - ETA: 4s - loss: 0.3958 - acc: 0.869 - ETA: 4s - loss: 0.3594 - acc: 0.879 - ETA: 4s - loss: 0.4017 - acc: 0.870 - ETA: 4s - loss: 0.3957 - acc: 0.877 - ETA: 4s - loss: 0.4060 - acc: 0.874 - ETA: 4s - loss: 0.4143 - acc: 0.866 - ETA: 4s - loss: 0.4212 - acc: 0.865 - ETA: 4s - loss: 0.4140 - acc: 0.867 - ETA: 4s - loss: 0.4325 - acc: 0.858 - ETA: 4s - loss: 0.4232 - acc: 0.862 - ETA: 4s - loss: 0.4231 - acc: 0.862 - ETA: 4s - loss: 0.4370 - acc: 0.860 - ETA: 4s - loss: 0.4427 - acc: 0.857 - ETA: 4s - loss: 0.4391 - acc: 0.859 - ETA: 4s - loss: 0.4519 - acc: 0.857 - ETA: 4s - loss: 0.4490 - acc: 0.860 - ETA: 4s - loss: 0.4576 - acc: 0.859 - ETA: 3s - loss: 0.4725 - acc: 0.852 - ETA: 3s - loss: 0.4734 - acc: 0.851 - ETA: 3s - loss: 0.4793 - acc: 0.851 - ETA: 3s - loss: 0.4804 - acc: 0.849 - ETA: 3s - loss: 0.4854 - acc: 0.847 - ETA: 3s - loss: 0.4876 - acc: 0.847 - ETA: 3s - loss: 0.4894 - acc: 0.848 - ETA: 3s - loss: 0.4920 - acc: 0.848 - ETA: 3s - loss: 0.4935 - acc: 0.845 - ETA: 3s - loss: 0.4932 - acc: 0.846 - ETA: 3s - loss: 0.4863 - acc: 0.848 - ETA: 3s - loss: 0.4903 - acc: 0.848 - ETA: 3s - loss: 0.4874 - acc: 0.851 - ETA: 3s - loss: 0.4915 - acc: 0.850 - ETA: 3s - loss: 0.4891 - acc: 0.850 - ETA: 3s - loss: 0.4881 - acc: 0.851 - ETA: 3s - loss: 0.4876 - acc: 0.851 - ETA: 3s - loss: 0.4965 - acc: 0.848 - ETA: 3s - loss: 0.4924 - acc: 0.849 - ETA: 3s - loss: 0.4886 - acc: 0.849 - ETA: 2s - loss: 0.4865 - acc: 0.849 - ETA: 2s - loss: 0.4875 - acc: 0.848 - ETA: 2s - loss: 0.4844 - acc: 0.849 - ETA: 2s - loss: 0.4849 - acc: 0.849 - ETA: 2s - loss: 0.4851 - acc: 0.848 - ETA: 2s - loss: 0.4833 - acc: 0.849 - ETA: 2s - loss: 0.4838 - acc: 0.850 - ETA: 2s - loss: 0.4826 - acc: 0.850 - ETA: 2s - loss: 0.4818 - acc: 0.850 - ETA: 2s - loss: 0.4806 - acc: 0.850 - ETA: 2s - loss: 0.4789 - acc: 0.850 - ETA: 2s - loss: 0.4799 - acc: 0.850 - ETA: 2s - loss: 0.4810 - acc: 0.849 - ETA: 2s - loss: 0.4803 - acc: 0.850 - ETA: 2s - loss: 0.4775 - acc: 0.850 - ETA: 2s - loss: 0.4809 - acc: 0.849 - ETA: 2s - loss: 0.4806 - acc: 0.850 - ETA: 2s - loss: 0.4808 - acc: 0.849 - ETA: 2s - loss: 0.4834 - acc: 0.849 - ETA: 2s - loss: 0.4807 - acc: 0.849 - ETA: 2s - loss: 0.4800 - acc: 0.850 - ETA: 2s - loss: 0.4777 - acc: 0.851 - ETA: 1s - loss: 0.4804 - acc: 0.850 - ETA: 1s - loss: 0.4790 - acc: 0.851 - ETA: 1s - loss: 0.4826 - acc: 0.849 - ETA: 1s - loss: 0.4833 - acc: 0.849 - ETA: 1s - loss: 0.4876 - acc: 0.848 - ETA: 1s - loss: 0.4870 - acc: 0.848 - ETA: 1s - loss: 0.4856 - acc: 0.848 - ETA: 1s - loss: 0.4840 - acc: 0.849 - ETA: 1s - loss: 0.4832 - acc: 0.849 - ETA: 1s - loss: 0.4831 - acc: 0.849 - ETA: 1s - loss: 0.4819 - acc: 0.850 - ETA: 1s - loss: 0.4778 - acc: 0.851 - ETA: 1s - loss: 0.4788 - acc: 0.851 - ETA: 1s - loss: 0.4795 - acc: 0.850 - ETA: 1s - loss: 0.4828 - acc: 0.849 - ETA: 1s - loss: 0.4856 - acc: 0.849 - ETA: 1s - loss: 0.4861 - acc: 0.848 - ETA: 1s - loss: 0.4853 - acc: 0.848 - ETA: 1s - loss: 0.4877 - acc: 0.848 - ETA: 1s - loss: 0.4864 - acc: 0.848 - ETA: 1s - loss: 0.4844 - acc: 0.849 - ETA: 0s - loss: 0.4848 - acc: 0.848 - ETA: 0s - loss: 0.4851 - acc: 0.848 - ETA: 0s - loss: 0.4866 - acc: 0.847 - ETA: 0s - loss: 0.4858 - acc: 0.847 - ETA: 0s - loss: 0.4861 - acc: 0.847 - ETA: 0s - loss: 0.4872 - acc: 0.846 - ETA: 0s - loss: 0.4870 - acc: 0.846 - ETA: 0s - loss: 0.4875 - acc: 0.847 - ETA: 0s - loss: 0.4878 - acc: 0.847 - ETA: 0s - loss: 0.4858 - acc: 0.847 - ETA: 0s - loss: 0.4845 - acc: 0.848 - ETA: 0s - loss: 0.4837 - acc: 0.848 - ETA: 0s - loss: 0.4826 - acc: 0.848 - ETA: 0s - loss: 0.4832 - acc: 0.848 - ETA: 0s - loss: 0.4850 - acc: 0.848 - ETA: 0s - loss: 0.4862 - acc: 0.848 - ETA: 0s - loss: 0.4849 - acc: 0.848 - ETA: 0s - loss: 0.4839 - acc: 0.848 - ETA: 0s - loss: 0.4834 - acc: 0.848 - ETA: 0s - loss: 0.4814 - acc: 0.849 - 6s 868us/step - loss: 0.4826 - acc: 0.8491 - val_loss: 0.6616 - val_acc: 0.8132 Epoch 00003: val_loss did not improve from 0.61101 Epoch 4/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.5930 - acc: 0.750 - ETA: 6s - loss: 0.4479 - acc: 0.837 - ETA: 6s - loss: 0.3425 - acc: 0.885 - ETA: 5s - loss: 0.3450 - acc: 0.880 - ETA: 5s - loss: 0.3590 - acc: 0.876 - ETA: 5s - loss: 0.3567 - acc: 0.871 - ETA: 5s - loss: 0.3785 - acc: 0.863 - ETA: 5s - loss: 0.3780 - acc: 0.861 - ETA: 5s - loss: 0.3768 - acc: 0.864 - ETA: 5s - loss: 0.3600 - acc: 0.871 - ETA: 5s - loss: 0.3710 - acc: 0.871 - ETA: 5s - loss: 0.3999 - acc: 0.864 - ETA: 5s - loss: 0.4018 - acc: 0.864 - ETA: 5s - loss: 0.4112 - acc: 0.861 - ETA: 5s - loss: 0.3992 - acc: 0.866 - ETA: 5s - loss: 0.3888 - acc: 0.868 - ETA: 5s - loss: 0.3903 - acc: 0.870 - ETA: 5s - loss: 0.3941 - acc: 0.871 - ETA: 5s - loss: 0.3961 - acc: 0.870 - ETA: 5s - loss: 0.3956 - acc: 0.871 - ETA: 5s - loss: 0.3905 - acc: 0.874 - ETA: 5s - loss: 0.3868 - acc: 0.875 - ETA: 4s - loss: 0.3832 - acc: 0.876 - ETA: 4s - loss: 0.3760 - acc: 0.877 - ETA: 4s - loss: 0.3736 - acc: 0.877 - ETA: 4s - loss: 0.3699 - acc: 0.879 - ETA: 4s - loss: 0.3743 - acc: 0.878 - ETA: 4s - loss: 0.3743 - acc: 0.879 - ETA: 4s - loss: 0.3729 - acc: 0.880 - ETA: 4s - loss: 0.3752 - acc: 0.880 - ETA: 4s - loss: 0.3791 - acc: 0.879 - ETA: 4s - loss: 0.3778 - acc: 0.879 - ETA: 4s - loss: 0.3805 - acc: 0.878 - ETA: 4s - loss: 0.3839 - acc: 0.879 - ETA: 4s - loss: 0.3855 - acc: 0.877 - ETA: 4s - loss: 0.3869 - acc: 0.877 - ETA: 4s - loss: 0.3839 - acc: 0.878 - ETA: 4s - loss: 0.3860 - acc: 0.878 - ETA: 4s - loss: 0.3858 - acc: 0.879 - ETA: 4s - loss: 0.3854 - acc: 0.879 - ETA: 3s - loss: 0.3829 - acc: 0.880 - ETA: 3s - loss: 0.3898 - acc: 0.879 - ETA: 3s - loss: 0.3875 - acc: 0.879 - ETA: 3s - loss: 0.3866 - acc: 0.880 - ETA: 3s - loss: 0.3886 - acc: 0.878 - ETA: 3s - loss: 0.3876 - acc: 0.879 - ETA: 3s - loss: 0.3851 - acc: 0.879 - ETA: 3s - loss: 0.3834 - acc: 0.879 - ETA: 3s - loss: 0.3852 - acc: 0.877 - ETA: 3s - loss: 0.3824 - acc: 0.879 - ETA: 3s - loss: 0.3853 - acc: 0.879 - ETA: 3s - loss: 0.3869 - acc: 0.879 - ETA: 3s - loss: 0.3868 - acc: 0.879 - ETA: 3s - loss: 0.3861 - acc: 0.879 - ETA: 3s - loss: 0.3851 - acc: 0.879 - ETA: 3s - loss: 0.3836 - acc: 0.880 - ETA: 3s - loss: 0.3824 - acc: 0.880 - ETA: 3s - loss: 0.3799 - acc: 0.881 - ETA: 2s - loss: 0.3782 - acc: 0.880 - ETA: 2s - loss: 0.3767 - acc: 0.881 - ETA: 2s - loss: 0.3799 - acc: 0.881 - ETA: 2s - loss: 0.3818 - acc: 0.880 - ETA: 2s - loss: 0.3801 - acc: 0.881 - ETA: 2s - loss: 0.3817 - acc: 0.881 - ETA: 2s - loss: 0.3834 - acc: 0.880 - ETA: 2s - loss: 0.3817 - acc: 0.880 - ETA: 2s - loss: 0.3777 - acc: 0.881 - ETA: 2s - loss: 0.3791 - acc: 0.881 - ETA: 2s - loss: 0.3818 - acc: 0.881 - ETA: 2s - loss: 0.3805 - acc: 0.882 - ETA: 2s - loss: 0.3801 - acc: 0.881 - ETA: 2s - loss: 0.3794 - acc: 0.881 - ETA: 2s - loss: 0.3787 - acc: 0.881 - ETA: 2s - loss: 0.3782 - acc: 0.881 - ETA: 2s - loss: 0.3794 - acc: 0.880 - ETA: 1s - loss: 0.3787 - acc: 0.881 - ETA: 1s - loss: 0.3787 - acc: 0.881 - ETA: 1s - loss: 0.3778 - acc: 0.881 - ETA: 1s - loss: 0.3796 - acc: 0.880 - ETA: 1s - loss: 0.3776 - acc: 0.881 - ETA: 1s - loss: 0.3806 - acc: 0.880 - ETA: 1s - loss: 0.3840 - acc: 0.879 - ETA: 1s - loss: 0.3834 - acc: 0.879 - ETA: 1s - loss: 0.3853 - acc: 0.879 - ETA: 1s - loss: 0.3871 - acc: 0.878 - ETA: 1s - loss: 0.3864 - acc: 0.878 - ETA: 1s - loss: 0.3867 - acc: 0.878 - ETA: 1s - loss: 0.3877 - acc: 0.878 - ETA: 1s - loss: 0.3899 - acc: 0.878 - ETA: 1s - loss: 0.3907 - acc: 0.878 - ETA: 1s - loss: 0.3904 - acc: 0.878 - ETA: 1s - loss: 0.3901 - acc: 0.878 - ETA: 0s - loss: 0.3903 - acc: 0.878 - ETA: 0s - loss: 0.3916 - acc: 0.877 - ETA: 0s - loss: 0.3923 - acc: 0.877 - ETA: 0s - loss: 0.3916 - acc: 0.877 - ETA: 0s - loss: 0.3916 - acc: 0.877 - ETA: 0s - loss: 0.3933 - acc: 0.877 - ETA: 0s - loss: 0.3944 - acc: 0.877 - ETA: 0s - loss: 0.3938 - acc: 0.877 - ETA: 0s - loss: 0.3965 - acc: 0.876 - ETA: 0s - loss: 0.3948 - acc: 0.876 - ETA: 0s - loss: 0.3956 - acc: 0.876 - ETA: 0s - loss: 0.3967 - acc: 0.875 - ETA: 0s - loss: 0.3957 - acc: 0.876 - ETA: 0s - loss: 0.3959 - acc: 0.876 - ETA: 0s - loss: 0.3954 - acc: 0.876 - ETA: 0s - loss: 0.3947 - acc: 0.876 - ETA: 0s - loss: 0.3948 - acc: 0.876 - 6s 911us/step - loss: 0.3963 - acc: 0.8763 - val_loss: 0.6052 - val_acc: 0.8240 Epoch 00004: val_loss improved from 0.61101 to 0.60520, saving model to saved_models/weights.best.Inc_model.hdf5 Epoch 5/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.2543 - acc: 0.900 - ETA: 5s - loss: 0.3134 - acc: 0.912 - ETA: 5s - loss: 0.2991 - acc: 0.907 - ETA: 5s - loss: 0.3143 - acc: 0.915 - ETA: 5s - loss: 0.3155 - acc: 0.903 - ETA: 5s - loss: 0.2845 - acc: 0.917 - ETA: 5s - loss: 0.2933 - acc: 0.912 - ETA: 5s - loss: 0.2892 - acc: 0.906 - ETA: 5s - loss: 0.2838 - acc: 0.903 - ETA: 4s - loss: 0.2759 - acc: 0.909 - ETA: 4s - loss: 0.2746 - acc: 0.905 - ETA: 4s - loss: 0.2768 - acc: 0.907 - ETA: 4s - loss: 0.2843 - acc: 0.904 - ETA: 4s - loss: 0.2876 - acc: 0.905 - ETA: 4s - loss: 0.2810 - acc: 0.908 - ETA: 4s - loss: 0.2787 - acc: 0.910 - ETA: 4s - loss: 0.2823 - acc: 0.910 - ETA: 4s - loss: 0.2865 - acc: 0.907 - ETA: 4s - loss: 0.3003 - acc: 0.905 - ETA: 4s - loss: 0.3059 - acc: 0.904 - ETA: 4s - loss: 0.3064 - acc: 0.904 - ETA: 4s - loss: 0.3058 - acc: 0.903 - ETA: 3s - loss: 0.3022 - acc: 0.905 - ETA: 3s - loss: 0.2959 - acc: 0.907 - ETA: 3s - loss: 0.3007 - acc: 0.906 - ETA: 3s - loss: 0.2968 - acc: 0.908 - ETA: 3s - loss: 0.2921 - acc: 0.909 - ETA: 3s - loss: 0.2946 - acc: 0.908 - ETA: 3s - loss: 0.2908 - acc: 0.909 - ETA: 3s - loss: 0.2881 - acc: 0.910 - ETA: 3s - loss: 0.2875 - acc: 0.909 - ETA: 3s - loss: 0.2929 - acc: 0.908 - ETA: 3s - loss: 0.2979 - acc: 0.907 - ETA: 3s - loss: 0.2965 - acc: 0.908 - ETA: 3s - loss: 0.2962 - acc: 0.908 - ETA: 3s - loss: 0.2898 - acc: 0.910 - ETA: 3s - loss: 0.2874 - acc: 0.910 - ETA: 3s - loss: 0.2859 - acc: 0.911 - ETA: 3s - loss: 0.2849 - acc: 0.910 - ETA: 3s - loss: 0.2905 - acc: 0.908 - ETA: 3s - loss: 0.2907 - acc: 0.909 - ETA: 2s - loss: 0.2903 - acc: 0.909 - ETA: 2s - loss: 0.2943 - acc: 0.907 - ETA: 2s - loss: 0.2995 - acc: 0.906 - ETA: 2s - loss: 0.2983 - acc: 0.906 - ETA: 2s - loss: 0.2975 - acc: 0.906 - ETA: 2s - loss: 0.2978 - acc: 0.906 - ETA: 2s - loss: 0.2999 - acc: 0.905 - ETA: 2s - loss: 0.2979 - acc: 0.905 - ETA: 2s - loss: 0.2957 - acc: 0.906 - ETA: 2s - loss: 0.2944 - acc: 0.906 - ETA: 2s - loss: 0.2947 - acc: 0.906 - ETA: 2s - loss: 0.2982 - acc: 0.906 - ETA: 2s - loss: 0.3010 - acc: 0.905 - ETA: 2s - loss: 0.3048 - acc: 0.904 - ETA: 2s - loss: 0.3029 - acc: 0.905 - ETA: 2s - loss: 0.3026 - acc: 0.905 - ETA: 1s - loss: 0.3034 - acc: 0.905 - ETA: 1s - loss: 0.3020 - acc: 0.905 - ETA: 1s - loss: 0.3028 - acc: 0.905 - ETA: 1s - loss: 0.3043 - acc: 0.905 - ETA: 1s - loss: 0.3044 - acc: 0.905 - ETA: 1s - loss: 0.3083 - acc: 0.904 - ETA: 1s - loss: 0.3073 - acc: 0.905 - ETA: 1s - loss: 0.3074 - acc: 0.905 - ETA: 1s - loss: 0.3076 - acc: 0.905 - ETA: 1s - loss: 0.3084 - acc: 0.905 - ETA: 1s - loss: 0.3087 - acc: 0.905 - ETA: 1s - loss: 0.3121 - acc: 0.904 - ETA: 1s - loss: 0.3129 - acc: 0.904 - ETA: 1s - loss: 0.3136 - acc: 0.904 - ETA: 1s - loss: 0.3136 - acc: 0.904 - ETA: 1s - loss: 0.3147 - acc: 0.903 - ETA: 1s - loss: 0.3170 - acc: 0.903 - ETA: 1s - loss: 0.3177 - acc: 0.902 - ETA: 1s - loss: 0.3185 - acc: 0.902 - ETA: 0s - loss: 0.3183 - acc: 0.902 - ETA: 0s - loss: 0.3190 - acc: 0.901 - ETA: 0s - loss: 0.3182 - acc: 0.902 - ETA: 0s - loss: 0.3165 - acc: 0.902 - ETA: 0s - loss: 0.3175 - acc: 0.902 - ETA: 0s - loss: 0.3153 - acc: 0.902 - ETA: 0s - loss: 0.3164 - acc: 0.902 - ETA: 0s - loss: 0.3152 - acc: 0.902 - ETA: 0s - loss: 0.3164 - acc: 0.901 - ETA: 0s - loss: 0.3182 - acc: 0.901 - ETA: 0s - loss: 0.3174 - acc: 0.901 - ETA: 0s - loss: 0.3203 - acc: 0.900 - ETA: 0s - loss: 0.3228 - acc: 0.899 - ETA: 0s - loss: 0.3243 - acc: 0.898 - ETA: 0s - loss: 0.3242 - acc: 0.898 - ETA: 0s - loss: 0.3246 - acc: 0.898 - ETA: 0s - loss: 0.3245 - acc: 0.898 - ETA: 0s - loss: 0.3241 - acc: 0.898 - 6s 825us/step - loss: 0.3234 - acc: 0.8990 - val_loss: 0.5573 - val_acc: 0.8395 Epoch 00005: val_loss improved from 0.60520 to 0.55729, saving model to saved_models/weights.best.Inc_model.hdf5 Epoch 6/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1412 - acc: 0.950 - ETA: 4s - loss: 0.2081 - acc: 0.910 - ETA: 4s - loss: 0.1797 - acc: 0.922 - ETA: 4s - loss: 0.1856 - acc: 0.930 - ETA: 4s - loss: 0.2225 - acc: 0.925 - ETA: 4s - loss: 0.2160 - acc: 0.927 - ETA: 4s - loss: 0.2220 - acc: 0.925 - ETA: 4s - loss: 0.2240 - acc: 0.923 - ETA: 4s - loss: 0.2114 - acc: 0.929 - ETA: 4s - loss: 0.2098 - acc: 0.931 - ETA: 4s - loss: 0.2168 - acc: 0.931 - ETA: 4s - loss: 0.2132 - acc: 0.932 - ETA: 4s - loss: 0.2149 - acc: 0.930 - ETA: 4s - loss: 0.2260 - acc: 0.928 - ETA: 4s - loss: 0.2255 - acc: 0.927 - ETA: 4s - loss: 0.2262 - acc: 0.927 - ETA: 4s - loss: 0.2276 - acc: 0.927 - ETA: 4s - loss: 0.2243 - acc: 0.929 - ETA: 4s - loss: 0.2305 - acc: 0.925 - ETA: 3s - loss: 0.2297 - acc: 0.925 - ETA: 3s - loss: 0.2278 - acc: 0.924 - ETA: 3s - loss: 0.2273 - acc: 0.924 - ETA: 3s - loss: 0.2316 - acc: 0.923 - ETA: 3s - loss: 0.2380 - acc: 0.922 - ETA: 3s - loss: 0.2455 - acc: 0.919 - ETA: 3s - loss: 0.2458 - acc: 0.919 - ETA: 3s - loss: 0.2512 - acc: 0.917 - ETA: 3s - loss: 0.2475 - acc: 0.918 - ETA: 3s - loss: 0.2527 - acc: 0.917 - ETA: 3s - loss: 0.2534 - acc: 0.917 - ETA: 3s - loss: 0.2537 - acc: 0.917 - ETA: 3s - loss: 0.2562 - acc: 0.917 - ETA: 3s - loss: 0.2550 - acc: 0.918 - ETA: 3s - loss: 0.2579 - acc: 0.919 - ETA: 3s - loss: 0.2562 - acc: 0.919 - ETA: 3s - loss: 0.2543 - acc: 0.919 - ETA: 3s - loss: 0.2526 - acc: 0.920 - ETA: 3s - loss: 0.2530 - acc: 0.920 - ETA: 2s - loss: 0.2512 - acc: 0.920 - ETA: 2s - loss: 0.2518 - acc: 0.920 - ETA: 2s - loss: 0.2522 - acc: 0.920 - ETA: 2s - loss: 0.2516 - acc: 0.920 - ETA: 2s - loss: 0.2531 - acc: 0.919 - ETA: 2s - loss: 0.2519 - acc: 0.920 - ETA: 2s - loss: 0.2532 - acc: 0.920 - ETA: 2s - loss: 0.2500 - acc: 0.921 - ETA: 2s - loss: 0.2501 - acc: 0.921 - ETA: 2s - loss: 0.2541 - acc: 0.918 - ETA: 2s - loss: 0.2570 - acc: 0.918 - ETA: 2s - loss: 0.2585 - acc: 0.918 - ETA: 2s - loss: 0.2630 - acc: 0.916 - ETA: 2s - loss: 0.2651 - acc: 0.915 - ETA: 2s - loss: 0.2650 - acc: 0.915 - ETA: 2s - loss: 0.2638 - acc: 0.916 - ETA: 2s - loss: 0.2684 - acc: 0.914 - ETA: 2s - loss: 0.2713 - acc: 0.914 - ETA: 1s - loss: 0.2710 - acc: 0.914 - ETA: 1s - loss: 0.2696 - acc: 0.914 - ETA: 1s - loss: 0.2686 - acc: 0.914 - ETA: 1s - loss: 0.2676 - acc: 0.915 - ETA: 1s - loss: 0.2660 - acc: 0.915 - ETA: 1s - loss: 0.2652 - acc: 0.915 - ETA: 1s - loss: 0.2682 - acc: 0.915 - ETA: 1s - loss: 0.2686 - acc: 0.914 - ETA: 1s - loss: 0.2687 - acc: 0.914 - ETA: 1s - loss: 0.2694 - acc: 0.914 - ETA: 1s - loss: 0.2720 - acc: 0.913 - ETA: 1s - loss: 0.2741 - acc: 0.913 - ETA: 1s - loss: 0.2752 - acc: 0.913 - ETA: 1s - loss: 0.2772 - acc: 0.913 - ETA: 1s - loss: 0.2768 - acc: 0.913 - ETA: 1s - loss: 0.2779 - acc: 0.912 - ETA: 1s - loss: 0.2789 - acc: 0.912 - ETA: 1s - loss: 0.2772 - acc: 0.912 - ETA: 0s - loss: 0.2782 - acc: 0.912 - ETA: 0s - loss: 0.2783 - acc: 0.913 - ETA: 0s - loss: 0.2793 - acc: 0.913 - ETA: 0s - loss: 0.2797 - acc: 0.912 - ETA: 0s - loss: 0.2795 - acc: 0.912 - ETA: 0s - loss: 0.2797 - acc: 0.912 - ETA: 0s - loss: 0.2809 - acc: 0.912 - ETA: 0s - loss: 0.2821 - acc: 0.912 - ETA: 0s - loss: 0.2804 - acc: 0.913 - ETA: 0s - loss: 0.2789 - acc: 0.913 - ETA: 0s - loss: 0.2785 - acc: 0.913 - ETA: 0s - loss: 0.2785 - acc: 0.913 - ETA: 0s - loss: 0.2784 - acc: 0.913 - ETA: 0s - loss: 0.2770 - acc: 0.914 - ETA: 0s - loss: 0.2749 - acc: 0.914 - ETA: 0s - loss: 0.2756 - acc: 0.914 - ETA: 0s - loss: 0.2757 - acc: 0.914 - 5s 800us/step - loss: 0.2753 - acc: 0.9144 - val_loss: 0.5905 - val_acc: 0.8371 Epoch 00006: val_loss did not improve from 0.55729 Epoch 7/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0880 - acc: 0.950 - ETA: 4s - loss: 0.2290 - acc: 0.910 - ETA: 5s - loss: 0.2190 - acc: 0.918 - ETA: 5s - loss: 0.2259 - acc: 0.918 - ETA: 5s - loss: 0.2113 - acc: 0.925 - ETA: 5s - loss: 0.1974 - acc: 0.935 - ETA: 5s - loss: 0.1860 - acc: 0.940 - ETA: 5s - loss: 0.2016 - acc: 0.937 - ETA: 5s - loss: 0.2079 - acc: 0.933 - ETA: 5s - loss: 0.1954 - acc: 0.936 - ETA: 4s - loss: 0.1987 - acc: 0.933 - ETA: 4s - loss: 0.2055 - acc: 0.931 - ETA: 4s - loss: 0.1992 - acc: 0.933 - ETA: 4s - loss: 0.2042 - acc: 0.932 - ETA: 4s - loss: 0.2009 - acc: 0.935 - ETA: 4s - loss: 0.1981 - acc: 0.936 - ETA: 4s - loss: 0.2082 - acc: 0.936 - ETA: 4s - loss: 0.2144 - acc: 0.933 - ETA: 4s - loss: 0.2115 - acc: 0.935 - ETA: 4s - loss: 0.2135 - acc: 0.935 - ETA: 4s - loss: 0.2180 - acc: 0.934 - ETA: 4s - loss: 0.2132 - acc: 0.935 - ETA: 4s - loss: 0.2148 - acc: 0.934 - ETA: 4s - loss: 0.2228 - acc: 0.933 - ETA: 4s - loss: 0.2194 - acc: 0.934 - ETA: 4s - loss: 0.2157 - acc: 0.936 - ETA: 4s - loss: 0.2150 - acc: 0.936 - ETA: 4s - loss: 0.2129 - acc: 0.938 - ETA: 4s - loss: 0.2103 - acc: 0.938 - ETA: 4s - loss: 0.2092 - acc: 0.938 - ETA: 3s - loss: 0.2083 - acc: 0.938 - ETA: 3s - loss: 0.2084 - acc: 0.937 - ETA: 3s - loss: 0.2059 - acc: 0.937 - ETA: 3s - loss: 0.2077 - acc: 0.935 - ETA: 3s - loss: 0.2151 - acc: 0.933 - ETA: 3s - loss: 0.2136 - acc: 0.934 - ETA: 3s - loss: 0.2156 - acc: 0.932 - ETA: 3s - loss: 0.2129 - acc: 0.933 - ETA: 3s - loss: 0.2135 - acc: 0.932 - ETA: 3s - loss: 0.2136 - acc: 0.932 - ETA: 3s - loss: 0.2124 - acc: 0.932 - ETA: 3s - loss: 0.2111 - acc: 0.933 - ETA: 3s - loss: 0.2115 - acc: 0.933 - ETA: 3s - loss: 0.2103 - acc: 0.933 - ETA: 3s - loss: 0.2068 - acc: 0.934 - ETA: 3s - loss: 0.2088 - acc: 0.933 - ETA: 3s - loss: 0.2108 - acc: 0.932 - ETA: 3s - loss: 0.2110 - acc: 0.933 - ETA: 3s - loss: 0.2091 - acc: 0.933 - ETA: 3s - loss: 0.2071 - acc: 0.934 - ETA: 2s - loss: 0.2065 - acc: 0.934 - ETA: 2s - loss: 0.2070 - acc: 0.933 - ETA: 2s - loss: 0.2058 - acc: 0.933 - ETA: 2s - loss: 0.2066 - acc: 0.932 - ETA: 2s - loss: 0.2069 - acc: 0.932 - ETA: 2s - loss: 0.2079 - acc: 0.932 - ETA: 2s - loss: 0.2081 - acc: 0.932 - ETA: 2s - loss: 0.2097 - acc: 0.931 - ETA: 2s - loss: 0.2097 - acc: 0.931 - ETA: 2s - loss: 0.2106 - acc: 0.931 - ETA: 2s - loss: 0.2121 - acc: 0.930 - ETA: 2s - loss: 0.2121 - acc: 0.930 - ETA: 2s - loss: 0.2105 - acc: 0.931 - ETA: 2s - loss: 0.2086 - acc: 0.931 - ETA: 2s - loss: 0.2080 - acc: 0.931 - ETA: 2s - loss: 0.2091 - acc: 0.931 - ETA: 2s - loss: 0.2090 - acc: 0.930 - ETA: 2s - loss: 0.2082 - acc: 0.931 - ETA: 2s - loss: 0.2082 - acc: 0.931 - ETA: 2s - loss: 0.2083 - acc: 0.931 - ETA: 1s - loss: 0.2103 - acc: 0.930 - ETA: 1s - loss: 0.2102 - acc: 0.930 - ETA: 1s - loss: 0.2115 - acc: 0.930 - ETA: 1s - loss: 0.2128 - acc: 0.930 - ETA: 1s - loss: 0.2131 - acc: 0.930 - ETA: 1s - loss: 0.2132 - acc: 0.930 - ETA: 1s - loss: 0.2146 - acc: 0.930 - ETA: 1s - loss: 0.2154 - acc: 0.930 - ETA: 1s - loss: 0.2153 - acc: 0.930 - ETA: 1s - loss: 0.2172 - acc: 0.929 - ETA: 1s - loss: 0.2166 - acc: 0.930 - ETA: 1s - loss: 0.2194 - acc: 0.929 - ETA: 1s - loss: 0.2203 - acc: 0.929 - ETA: 1s - loss: 0.2195 - acc: 0.929 - ETA: 1s - loss: 0.2198 - acc: 0.929 - ETA: 1s - loss: 0.2200 - acc: 0.929 - ETA: 1s - loss: 0.2185 - acc: 0.929 - ETA: 1s - loss: 0.2187 - acc: 0.929 - ETA: 1s - loss: 0.2196 - acc: 0.928 - ETA: 1s - loss: 0.2213 - acc: 0.928 - ETA: 0s - loss: 0.2234 - acc: 0.928 - ETA: 0s - loss: 0.2244 - acc: 0.927 - ETA: 0s - loss: 0.2257 - acc: 0.927 - ETA: 0s - loss: 0.2257 - acc: 0.927 - ETA: 0s - loss: 0.2284 - acc: 0.926 - ETA: 0s - loss: 0.2283 - acc: 0.926 - ETA: 0s - loss: 0.2295 - acc: 0.926 - ETA: 0s - loss: 0.2289 - acc: 0.926 - ETA: 0s - loss: 0.2298 - acc: 0.926 - ETA: 0s - loss: 0.2304 - acc: 0.926 - ETA: 0s - loss: 0.2313 - acc: 0.926 - ETA: 0s - loss: 0.2310 - acc: 0.926 - ETA: 0s - loss: 0.2305 - acc: 0.926 - ETA: 0s - loss: 0.2300 - acc: 0.926 - ETA: 0s - loss: 0.2303 - acc: 0.926 - ETA: 0s - loss: 0.2309 - acc: 0.926 - ETA: 0s - loss: 0.2317 - acc: 0.926 - ETA: 0s - loss: 0.2328 - acc: 0.925 - ETA: 0s - loss: 0.2346 - acc: 0.924 - 6s 864us/step - loss: 0.2350 - acc: 0.9247 - val_loss: 0.5855 - val_acc: 0.8359 Epoch 00007: val_loss did not improve from 0.55729 Epoch 8/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.2934 - acc: 0.900 - ETA: 5s - loss: 0.2470 - acc: 0.925 - ETA: 5s - loss: 0.2016 - acc: 0.942 - ETA: 5s - loss: 0.1889 - acc: 0.945 - ETA: 5s - loss: 0.1983 - acc: 0.942 - ETA: 5s - loss: 0.1925 - acc: 0.943 - ETA: 5s - loss: 0.1975 - acc: 0.944 - ETA: 5s - loss: 0.1946 - acc: 0.943 - ETA: 5s - loss: 0.1820 - acc: 0.944 - ETA: 5s - loss: 0.1830 - acc: 0.946 - ETA: 5s - loss: 0.1787 - acc: 0.948 - ETA: 5s - loss: 0.1841 - acc: 0.944 - ETA: 4s - loss: 0.1777 - acc: 0.944 - ETA: 4s - loss: 0.1690 - acc: 0.948 - ETA: 4s - loss: 0.1651 - acc: 0.951 - ETA: 4s - loss: 0.1653 - acc: 0.953 - ETA: 4s - loss: 0.1718 - acc: 0.949 - ETA: 4s - loss: 0.1735 - acc: 0.950 - ETA: 4s - loss: 0.1733 - acc: 0.950 - ETA: 4s - loss: 0.1765 - acc: 0.948 - ETA: 4s - loss: 0.1829 - acc: 0.946 - ETA: 4s - loss: 0.1786 - acc: 0.948 - ETA: 4s - loss: 0.1753 - acc: 0.949 - ETA: 4s - loss: 0.1722 - acc: 0.950 - ETA: 4s - loss: 0.1675 - acc: 0.951 - ETA: 4s - loss: 0.1635 - acc: 0.953 - ETA: 4s - loss: 0.1596 - acc: 0.954 - ETA: 3s - loss: 0.1579 - acc: 0.953 - ETA: 3s - loss: 0.1593 - acc: 0.953 - ETA: 3s - loss: 0.1639 - acc: 0.953 - ETA: 3s - loss: 0.1647 - acc: 0.952 - ETA: 3s - loss: 0.1671 - acc: 0.951 - ETA: 3s - loss: 0.1660 - acc: 0.950 - ETA: 3s - loss: 0.1647 - acc: 0.951 - ETA: 3s - loss: 0.1677 - acc: 0.950 - ETA: 3s - loss: 0.1667 - acc: 0.950 - ETA: 3s - loss: 0.1707 - acc: 0.949 - ETA: 3s - loss: 0.1724 - acc: 0.948 - ETA: 3s - loss: 0.1724 - acc: 0.948 - ETA: 3s - loss: 0.1739 - acc: 0.948 - ETA: 3s - loss: 0.1764 - acc: 0.947 - ETA: 3s - loss: 0.1748 - acc: 0.948 - ETA: 3s - loss: 0.1754 - acc: 0.947 - ETA: 3s - loss: 0.1757 - acc: 0.947 - ETA: 3s - loss: 0.1735 - acc: 0.947 - ETA: 3s - loss: 0.1780 - acc: 0.946 - ETA: 2s - loss: 0.1795 - acc: 0.945 - ETA: 2s - loss: 0.1784 - acc: 0.945 - ETA: 2s - loss: 0.1793 - acc: 0.946 - ETA: 2s - loss: 0.1777 - acc: 0.946 - ETA: 2s - loss: 0.1769 - acc: 0.947 - ETA: 2s - loss: 0.1760 - acc: 0.947 - ETA: 2s - loss: 0.1742 - acc: 0.947 - ETA: 2s - loss: 0.1747 - acc: 0.947 - ETA: 2s - loss: 0.1736 - acc: 0.947 - ETA: 2s - loss: 0.1742 - acc: 0.947 - ETA: 2s - loss: 0.1748 - acc: 0.947 - ETA: 2s - loss: 0.1744 - acc: 0.946 - ETA: 2s - loss: 0.1778 - acc: 0.945 - ETA: 2s - loss: 0.1794 - acc: 0.944 - ETA: 2s - loss: 0.1818 - acc: 0.944 - ETA: 2s - loss: 0.1849 - acc: 0.943 - ETA: 2s - loss: 0.1848 - acc: 0.943 - ETA: 2s - loss: 0.1837 - acc: 0.944 - ETA: 1s - loss: 0.1842 - acc: 0.943 - ETA: 1s - loss: 0.1844 - acc: 0.943 - ETA: 1s - loss: 0.1854 - acc: 0.942 - ETA: 1s - loss: 0.1866 - acc: 0.942 - ETA: 1s - loss: 0.1879 - acc: 0.941 - ETA: 1s - loss: 0.1880 - acc: 0.942 - ETA: 1s - loss: 0.1927 - acc: 0.941 - ETA: 1s - loss: 0.1927 - acc: 0.941 - ETA: 1s - loss: 0.1953 - acc: 0.939 - ETA: 1s - loss: 0.1964 - acc: 0.939 - ETA: 1s - loss: 0.1959 - acc: 0.939 - ETA: 1s - loss: 0.1966 - acc: 0.938 - ETA: 1s - loss: 0.1965 - acc: 0.938 - ETA: 1s - loss: 0.1972 - acc: 0.938 - ETA: 1s - loss: 0.1986 - acc: 0.937 - ETA: 1s - loss: 0.1992 - acc: 0.937 - ETA: 1s - loss: 0.1990 - acc: 0.938 - ETA: 1s - loss: 0.1991 - acc: 0.937 - ETA: 1s - loss: 0.1984 - acc: 0.938 - ETA: 0s - loss: 0.1975 - acc: 0.938 - ETA: 0s - loss: 0.1978 - acc: 0.938 - ETA: 0s - loss: 0.1995 - acc: 0.937 - ETA: 0s - loss: 0.1986 - acc: 0.938 - ETA: 0s - loss: 0.1979 - acc: 0.938 - ETA: 0s - loss: 0.1979 - acc: 0.937 - ETA: 0s - loss: 0.1987 - acc: 0.937 - ETA: 0s - loss: 0.1981 - acc: 0.938 - ETA: 0s - loss: 0.1975 - acc: 0.938 - ETA: 0s - loss: 0.1982 - acc: 0.938 - ETA: 0s - loss: 0.1994 - acc: 0.938 - ETA: 0s - loss: 0.2010 - acc: 0.937 - ETA: 0s - loss: 0.2018 - acc: 0.937 - ETA: 0s - loss: 0.2019 - acc: 0.937 - ETA: 0s - loss: 0.2005 - acc: 0.937 - ETA: 0s - loss: 0.2000 - acc: 0.938 - ETA: 0s - loss: 0.1993 - acc: 0.938 - ETA: 0s - loss: 0.2003 - acc: 0.938 - ETA: 0s - loss: 0.1997 - acc: 0.938 - ETA: 0s - loss: 0.1995 - acc: 0.937 - 6s 842us/step - loss: 0.1991 - acc: 0.9379 - val_loss: 0.6207 - val_acc: 0.8299 Epoch 00008: val_loss did not improve from 0.55729 Epoch 9/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1169 - acc: 0.950 - ETA: 4s - loss: 0.1633 - acc: 0.930 - ETA: 5s - loss: 0.1976 - acc: 0.912 - ETA: 5s - loss: 0.2062 - acc: 0.916 - ETA: 5s - loss: 0.1930 - acc: 0.926 - ETA: 5s - loss: 0.1918 - acc: 0.930 - ETA: 5s - loss: 0.1825 - acc: 0.933 - ETA: 5s - loss: 0.1777 - acc: 0.933 - ETA: 5s - loss: 0.1804 - acc: 0.935 - ETA: 4s - loss: 0.1803 - acc: 0.940 - ETA: 4s - loss: 0.1849 - acc: 0.939 - ETA: 4s - loss: 0.1838 - acc: 0.941 - ETA: 4s - loss: 0.1763 - acc: 0.944 - ETA: 4s - loss: 0.1684 - acc: 0.947 - ETA: 4s - loss: 0.1598 - acc: 0.951 - ETA: 4s - loss: 0.1568 - acc: 0.952 - ETA: 4s - loss: 0.1587 - acc: 0.951 - ETA: 4s - loss: 0.1593 - acc: 0.951 - ETA: 4s - loss: 0.1631 - acc: 0.951 - ETA: 4s - loss: 0.1620 - acc: 0.951 - ETA: 4s - loss: 0.1611 - acc: 0.951 - ETA: 4s - loss: 0.1641 - acc: 0.951 - ETA: 4s - loss: 0.1736 - acc: 0.948 - ETA: 4s - loss: 0.1756 - acc: 0.946 - ETA: 4s - loss: 0.1819 - acc: 0.945 - ETA: 4s - loss: 0.1818 - acc: 0.944 - ETA: 4s - loss: 0.1778 - acc: 0.947 - ETA: 4s - loss: 0.1767 - acc: 0.948 - ETA: 4s - loss: 0.1782 - acc: 0.948 - ETA: 4s - loss: 0.1767 - acc: 0.948 - ETA: 4s - loss: 0.1767 - acc: 0.950 - ETA: 3s - loss: 0.1754 - acc: 0.950 - ETA: 3s - loss: 0.1764 - acc: 0.949 - ETA: 3s - loss: 0.1747 - acc: 0.950 - ETA: 3s - loss: 0.1717 - acc: 0.951 - ETA: 3s - loss: 0.1704 - acc: 0.951 - ETA: 3s - loss: 0.1710 - acc: 0.951 - ETA: 3s - loss: 0.1727 - acc: 0.950 - ETA: 3s - loss: 0.1704 - acc: 0.951 - ETA: 3s - loss: 0.1712 - acc: 0.950 - ETA: 3s - loss: 0.1707 - acc: 0.950 - ETA: 3s - loss: 0.1777 - acc: 0.948 - ETA: 3s - loss: 0.1761 - acc: 0.948 - ETA: 3s - loss: 0.1754 - acc: 0.948 - ETA: 3s - loss: 0.1738 - acc: 0.949 - ETA: 3s - loss: 0.1728 - acc: 0.949 - ETA: 3s - loss: 0.1698 - acc: 0.950 - ETA: 3s - loss: 0.1724 - acc: 0.950 - ETA: 3s - loss: 0.1720 - acc: 0.950 - ETA: 3s - loss: 0.1702 - acc: 0.950 - ETA: 3s - loss: 0.1711 - acc: 0.949 - ETA: 2s - loss: 0.1695 - acc: 0.950 - ETA: 2s - loss: 0.1677 - acc: 0.950 - ETA: 2s - loss: 0.1678 - acc: 0.950 - ETA: 2s - loss: 0.1681 - acc: 0.951 - ETA: 2s - loss: 0.1715 - acc: 0.950 - ETA: 2s - loss: 0.1711 - acc: 0.951 - ETA: 2s - loss: 0.1719 - acc: 0.950 - ETA: 2s - loss: 0.1721 - acc: 0.950 - ETA: 2s - loss: 0.1741 - acc: 0.950 - ETA: 2s - loss: 0.1741 - acc: 0.950 - ETA: 2s - loss: 0.1738 - acc: 0.950 - ETA: 2s - loss: 0.1726 - acc: 0.950 - ETA: 2s - loss: 0.1743 - acc: 0.950 - ETA: 2s - loss: 0.1734 - acc: 0.950 - ETA: 2s - loss: 0.1734 - acc: 0.950 - ETA: 2s - loss: 0.1766 - acc: 0.949 - ETA: 2s - loss: 0.1765 - acc: 0.949 - ETA: 2s - loss: 0.1753 - acc: 0.949 - ETA: 2s - loss: 0.1745 - acc: 0.950 - ETA: 1s - loss: 0.1752 - acc: 0.949 - ETA: 1s - loss: 0.1757 - acc: 0.949 - ETA: 1s - loss: 0.1755 - acc: 0.949 - ETA: 1s - loss: 0.1752 - acc: 0.949 - ETA: 1s - loss: 0.1741 - acc: 0.949 - ETA: 1s - loss: 0.1732 - acc: 0.949 - ETA: 1s - loss: 0.1722 - acc: 0.950 - ETA: 1s - loss: 0.1728 - acc: 0.950 - ETA: 1s - loss: 0.1744 - acc: 0.949 - ETA: 1s - loss: 0.1745 - acc: 0.949 - ETA: 1s - loss: 0.1732 - acc: 0.949 - ETA: 1s - loss: 0.1724 - acc: 0.950 - ETA: 1s - loss: 0.1721 - acc: 0.950 - ETA: 1s - loss: 0.1718 - acc: 0.949 - ETA: 1s - loss: 0.1717 - acc: 0.949 - ETA: 1s - loss: 0.1705 - acc: 0.950 - ETA: 1s - loss: 0.1701 - acc: 0.950 - ETA: 1s - loss: 0.1698 - acc: 0.950 - ETA: 1s - loss: 0.1711 - acc: 0.949 - ETA: 1s - loss: 0.1701 - acc: 0.950 - ETA: 0s - loss: 0.1707 - acc: 0.950 - ETA: 0s - loss: 0.1711 - acc: 0.950 - ETA: 0s - loss: 0.1727 - acc: 0.949 - ETA: 0s - loss: 0.1722 - acc: 0.950 - ETA: 0s - loss: 0.1716 - acc: 0.950 - ETA: 0s - loss: 0.1712 - acc: 0.950 - ETA: 0s - loss: 0.1713 - acc: 0.950 - ETA: 0s - loss: 0.1732 - acc: 0.949 - ETA: 0s - loss: 0.1733 - acc: 0.949 - ETA: 0s - loss: 0.1728 - acc: 0.949 - ETA: 0s - loss: 0.1726 - acc: 0.949 - ETA: 0s - loss: 0.1735 - acc: 0.949 - ETA: 0s - loss: 0.1728 - acc: 0.949 - ETA: 0s - loss: 0.1719 - acc: 0.949 - ETA: 0s - loss: 0.1728 - acc: 0.949 - ETA: 0s - loss: 0.1740 - acc: 0.948 - 6s 870us/step - loss: 0.1739 - acc: 0.9488 - val_loss: 0.6159 - val_acc: 0.8395 Epoch 00009: val_loss did not improve from 0.55729 Epoch 10/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1783 - acc: 0.950 - ETA: 5s - loss: 0.1188 - acc: 0.962 - ETA: 5s - loss: 0.0898 - acc: 0.975 - ETA: 4s - loss: 0.0798 - acc: 0.979 - ETA: 4s - loss: 0.0697 - acc: 0.983 - ETA: 4s - loss: 0.0814 - acc: 0.976 - ETA: 4s - loss: 0.0851 - acc: 0.975 - ETA: 4s - loss: 0.1037 - acc: 0.965 - ETA: 4s - loss: 0.1015 - acc: 0.966 - ETA: 4s - loss: 0.1086 - acc: 0.964 - ETA: 4s - loss: 0.1053 - acc: 0.965 - ETA: 4s - loss: 0.1007 - acc: 0.968 - ETA: 4s - loss: 0.0957 - acc: 0.968 - ETA: 4s - loss: 0.0967 - acc: 0.969 - ETA: 4s - loss: 0.1066 - acc: 0.967 - ETA: 4s - loss: 0.1114 - acc: 0.967 - ETA: 4s - loss: 0.1134 - acc: 0.965 - ETA: 4s - loss: 0.1164 - acc: 0.965 - ETA: 4s - loss: 0.1162 - acc: 0.964 - ETA: 4s - loss: 0.1135 - acc: 0.965 - ETA: 4s - loss: 0.1149 - acc: 0.965 - ETA: 4s - loss: 0.1132 - acc: 0.966 - ETA: 4s - loss: 0.1102 - acc: 0.967 - ETA: 4s - loss: 0.1158 - acc: 0.966 - ETA: 4s - loss: 0.1137 - acc: 0.967 - ETA: 4s - loss: 0.1181 - acc: 0.965 - ETA: 4s - loss: 0.1186 - acc: 0.965 - ETA: 3s - loss: 0.1204 - acc: 0.964 - ETA: 3s - loss: 0.1183 - acc: 0.965 - ETA: 3s - loss: 0.1167 - acc: 0.966 - ETA: 3s - loss: 0.1173 - acc: 0.965 - ETA: 3s - loss: 0.1160 - acc: 0.966 - ETA: 3s - loss: 0.1166 - acc: 0.966 - ETA: 3s - loss: 0.1168 - acc: 0.966 - ETA: 3s - loss: 0.1188 - acc: 0.965 - ETA: 3s - loss: 0.1192 - acc: 0.965 - ETA: 3s - loss: 0.1189 - acc: 0.966 - ETA: 3s - loss: 0.1173 - acc: 0.966 - ETA: 3s - loss: 0.1171 - acc: 0.966 - ETA: 3s - loss: 0.1172 - acc: 0.966 - ETA: 3s - loss: 0.1181 - acc: 0.966 - ETA: 3s - loss: 0.1193 - acc: 0.965 - ETA: 3s - loss: 0.1217 - acc: 0.965 - ETA: 3s - loss: 0.1216 - acc: 0.964 - ETA: 3s - loss: 0.1233 - acc: 0.964 - ETA: 2s - loss: 0.1243 - acc: 0.963 - ETA: 2s - loss: 0.1231 - acc: 0.964 - ETA: 2s - loss: 0.1229 - acc: 0.963 - ETA: 2s - loss: 0.1233 - acc: 0.963 - ETA: 2s - loss: 0.1227 - acc: 0.963 - ETA: 2s - loss: 0.1247 - acc: 0.961 - ETA: 2s - loss: 0.1265 - acc: 0.960 - ETA: 2s - loss: 0.1302 - acc: 0.959 - ETA: 2s - loss: 0.1314 - acc: 0.958 - ETA: 2s - loss: 0.1331 - acc: 0.958 - ETA: 2s - loss: 0.1324 - acc: 0.958 - ETA: 2s - loss: 0.1330 - acc: 0.958 - ETA: 2s - loss: 0.1315 - acc: 0.958 - ETA: 2s - loss: 0.1334 - acc: 0.957 - ETA: 2s - loss: 0.1328 - acc: 0.957 - ETA: 2s - loss: 0.1318 - acc: 0.958 - ETA: 2s - loss: 0.1322 - acc: 0.958 - ETA: 2s - loss: 0.1317 - acc: 0.958 - ETA: 1s - loss: 0.1308 - acc: 0.958 - ETA: 1s - loss: 0.1310 - acc: 0.958 - ETA: 1s - loss: 0.1316 - acc: 0.958 - ETA: 1s - loss: 0.1310 - acc: 0.958 - ETA: 1s - loss: 0.1312 - acc: 0.958 - ETA: 1s - loss: 0.1315 - acc: 0.958 - ETA: 1s - loss: 0.1314 - acc: 0.958 - ETA: 1s - loss: 0.1315 - acc: 0.957 - ETA: 1s - loss: 0.1319 - acc: 0.957 - ETA: 1s - loss: 0.1332 - acc: 0.957 - ETA: 1s - loss: 0.1330 - acc: 0.957 - ETA: 1s - loss: 0.1329 - acc: 0.956 - ETA: 1s - loss: 0.1331 - acc: 0.956 - ETA: 1s - loss: 0.1360 - acc: 0.956 - ETA: 1s - loss: 0.1362 - acc: 0.956 - ETA: 1s - loss: 0.1365 - acc: 0.956 - ETA: 1s - loss: 0.1369 - acc: 0.956 - ETA: 1s - loss: 0.1362 - acc: 0.956 - ETA: 1s - loss: 0.1357 - acc: 0.956 - ETA: 1s - loss: 0.1387 - acc: 0.955 - ETA: 0s - loss: 0.1384 - acc: 0.955 - ETA: 0s - loss: 0.1402 - acc: 0.954 - ETA: 0s - loss: 0.1409 - acc: 0.954 - ETA: 0s - loss: 0.1434 - acc: 0.954 - ETA: 0s - loss: 0.1432 - acc: 0.954 - ETA: 0s - loss: 0.1433 - acc: 0.954 - ETA: 0s - loss: 0.1433 - acc: 0.954 - ETA: 0s - loss: 0.1429 - acc: 0.954 - ETA: 0s - loss: 0.1426 - acc: 0.955 - ETA: 0s - loss: 0.1431 - acc: 0.955 - ETA: 0s - loss: 0.1433 - acc: 0.954 - ETA: 0s - loss: 0.1434 - acc: 0.954 - ETA: 0s - loss: 0.1445 - acc: 0.954 - ETA: 0s - loss: 0.1450 - acc: 0.954 - ETA: 0s - loss: 0.1446 - acc: 0.954 - ETA: 0s - loss: 0.1453 - acc: 0.954 - ETA: 0s - loss: 0.1461 - acc: 0.953 - ETA: 0s - loss: 0.1468 - acc: 0.953 - ETA: 0s - loss: 0.1473 - acc: 0.953 - 6s 838us/step - loss: 0.1484 - acc: 0.9528 - val_loss: 0.6199 - val_acc: 0.8395 Epoch 00010: val_loss did not improve from 0.55729 Epoch 11/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.4265 - acc: 0.900 - ETA: 5s - loss: 0.1468 - acc: 0.962 - ETA: 5s - loss: 0.2056 - acc: 0.956 - ETA: 5s - loss: 0.2095 - acc: 0.945 - ETA: 5s - loss: 0.1774 - acc: 0.957 - ETA: 5s - loss: 0.1485 - acc: 0.963 - ETA: 5s - loss: 0.1392 - acc: 0.964 - ETA: 5s - loss: 0.1305 - acc: 0.966 - ETA: 5s - loss: 0.1213 - acc: 0.968 - ETA: 5s - loss: 0.1215 - acc: 0.968 - ETA: 4s - loss: 0.1252 - acc: 0.965 - ETA: 4s - loss: 0.1211 - acc: 0.966 - ETA: 4s - loss: 0.1158 - acc: 0.967 - ETA: 4s - loss: 0.1122 - acc: 0.967 - ETA: 4s - loss: 0.1138 - acc: 0.967 - ETA: 4s - loss: 0.1116 - acc: 0.969 - ETA: 4s - loss: 0.1154 - acc: 0.969 - ETA: 4s - loss: 0.1177 - acc: 0.967 - ETA: 4s - loss: 0.1223 - acc: 0.965 - ETA: 4s - loss: 0.1234 - acc: 0.965 - ETA: 4s - loss: 0.1211 - acc: 0.965 - ETA: 4s - loss: 0.1179 - acc: 0.967 - ETA: 4s - loss: 0.1175 - acc: 0.968 - ETA: 4s - loss: 0.1191 - acc: 0.968 - ETA: 4s - loss: 0.1169 - acc: 0.969 - ETA: 4s - loss: 0.1159 - acc: 0.969 - ETA: 4s - loss: 0.1138 - acc: 0.970 - ETA: 4s - loss: 0.1134 - acc: 0.970 - ETA: 4s - loss: 0.1174 - acc: 0.969 - ETA: 4s - loss: 0.1149 - acc: 0.970 - ETA: 3s - loss: 0.1156 - acc: 0.970 - ETA: 3s - loss: 0.1133 - acc: 0.970 - ETA: 3s - loss: 0.1120 - acc: 0.970 - ETA: 3s - loss: 0.1104 - acc: 0.971 - ETA: 3s - loss: 0.1101 - acc: 0.970 - ETA: 3s - loss: 0.1122 - acc: 0.970 - ETA: 3s - loss: 0.1115 - acc: 0.971 - ETA: 3s - loss: 0.1146 - acc: 0.969 - ETA: 3s - loss: 0.1133 - acc: 0.970 - ETA: 3s - loss: 0.1140 - acc: 0.970 - ETA: 3s - loss: 0.1138 - acc: 0.969 - ETA: 3s - loss: 0.1149 - acc: 0.969 - ETA: 3s - loss: 0.1153 - acc: 0.968 - ETA: 3s - loss: 0.1137 - acc: 0.969 - ETA: 3s - loss: 0.1121 - acc: 0.970 - ETA: 3s - loss: 0.1131 - acc: 0.970 - ETA: 3s - loss: 0.1137 - acc: 0.969 - ETA: 3s - loss: 0.1133 - acc: 0.969 - ETA: 2s - loss: 0.1127 - acc: 0.969 - ETA: 2s - loss: 0.1116 - acc: 0.970 - ETA: 2s - loss: 0.1121 - acc: 0.969 - ETA: 2s - loss: 0.1109 - acc: 0.970 - ETA: 2s - loss: 0.1104 - acc: 0.969 - ETA: 2s - loss: 0.1105 - acc: 0.969 - ETA: 2s - loss: 0.1132 - acc: 0.968 - ETA: 2s - loss: 0.1134 - acc: 0.968 - ETA: 2s - loss: 0.1132 - acc: 0.968 - ETA: 2s - loss: 0.1132 - acc: 0.968 - ETA: 2s - loss: 0.1137 - acc: 0.968 - ETA: 2s - loss: 0.1143 - acc: 0.968 - ETA: 2s - loss: 0.1177 - acc: 0.967 - ETA: 2s - loss: 0.1181 - acc: 0.967 - ETA: 2s - loss: 0.1198 - acc: 0.966 - ETA: 2s - loss: 0.1194 - acc: 0.966 - ETA: 2s - loss: 0.1190 - acc: 0.966 - ETA: 2s - loss: 0.1188 - acc: 0.966 - ETA: 2s - loss: 0.1214 - acc: 0.965 - ETA: 2s - loss: 0.1204 - acc: 0.965 - ETA: 1s - loss: 0.1208 - acc: 0.964 - ETA: 1s - loss: 0.1198 - acc: 0.965 - ETA: 1s - loss: 0.1205 - acc: 0.964 - ETA: 1s - loss: 0.1201 - acc: 0.964 - ETA: 1s - loss: 0.1203 - acc: 0.964 - ETA: 1s - loss: 0.1200 - acc: 0.964 - ETA: 1s - loss: 0.1194 - acc: 0.964 - ETA: 1s - loss: 0.1195 - acc: 0.964 - ETA: 1s - loss: 0.1193 - acc: 0.964 - ETA: 1s - loss: 0.1206 - acc: 0.964 - ETA: 1s - loss: 0.1236 - acc: 0.963 - ETA: 1s - loss: 0.1277 - acc: 0.962 - ETA: 1s - loss: 0.1271 - acc: 0.962 - ETA: 1s - loss: 0.1264 - acc: 0.963 - ETA: 1s - loss: 0.1263 - acc: 0.962 - ETA: 1s - loss: 0.1256 - acc: 0.962 - ETA: 1s - loss: 0.1253 - acc: 0.963 - ETA: 1s - loss: 0.1255 - acc: 0.963 - ETA: 1s - loss: 0.1258 - acc: 0.963 - ETA: 1s - loss: 0.1259 - acc: 0.963 - ETA: 0s - loss: 0.1254 - acc: 0.963 - ETA: 0s - loss: 0.1247 - acc: 0.963 - ETA: 0s - loss: 0.1255 - acc: 0.963 - ETA: 0s - loss: 0.1269 - acc: 0.963 - ETA: 0s - loss: 0.1263 - acc: 0.963 - ETA: 0s - loss: 0.1263 - acc: 0.963 - ETA: 0s - loss: 0.1268 - acc: 0.963 - ETA: 0s - loss: 0.1274 - acc: 0.962 - ETA: 0s - loss: 0.1269 - acc: 0.962 - ETA: 0s - loss: 0.1270 - acc: 0.962 - ETA: 0s - loss: 0.1264 - acc: 0.962 - ETA: 0s - loss: 0.1260 - acc: 0.962 - ETA: 0s - loss: 0.1259 - acc: 0.963 - ETA: 0s - loss: 0.1252 - acc: 0.963 - ETA: 0s - loss: 0.1251 - acc: 0.963 - ETA: 0s - loss: 0.1255 - acc: 0.963 - ETA: 0s - loss: 0.1249 - acc: 0.963 - ETA: 0s - loss: 0.1254 - acc: 0.963 - ETA: 0s - loss: 0.1254 - acc: 0.963 - ETA: 0s - loss: 0.1247 - acc: 0.964 - 6s 865us/step - loss: 0.1249 - acc: 0.9639 - val_loss: 0.6278 - val_acc: 0.8359 Epoch 00011: val_loss did not improve from 0.55729 Epoch 12/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1061 - acc: 0.950 - ETA: 5s - loss: 0.0491 - acc: 0.987 - ETA: 5s - loss: 0.0741 - acc: 0.971 - ETA: 5s - loss: 0.0742 - acc: 0.975 - ETA: 5s - loss: 0.0920 - acc: 0.973 - ETA: 5s - loss: 0.1082 - acc: 0.965 - ETA: 5s - loss: 0.1002 - acc: 0.968 - ETA: 5s - loss: 0.1098 - acc: 0.965 - ETA: 5s - loss: 0.1193 - acc: 0.966 - ETA: 5s - loss: 0.1149 - acc: 0.967 - ETA: 5s - loss: 0.1161 - acc: 0.966 - ETA: 5s - loss: 0.1115 - acc: 0.967 - ETA: 5s - loss: 0.1130 - acc: 0.967 - ETA: 5s - loss: 0.1130 - acc: 0.967 - ETA: 5s - loss: 0.1165 - acc: 0.965 - ETA: 5s - loss: 0.1152 - acc: 0.966 - ETA: 4s - loss: 0.1124 - acc: 0.967 - ETA: 4s - loss: 0.1149 - acc: 0.966 - ETA: 4s - loss: 0.1122 - acc: 0.967 - ETA: 4s - loss: 0.1118 - acc: 0.966 - ETA: 4s - loss: 0.1131 - acc: 0.964 - ETA: 4s - loss: 0.1110 - acc: 0.965 - ETA: 4s - loss: 0.1100 - acc: 0.964 - ETA: 4s - loss: 0.1083 - acc: 0.965 - ETA: 4s - loss: 0.1055 - acc: 0.966 - ETA: 4s - loss: 0.1040 - acc: 0.967 - ETA: 4s - loss: 0.1075 - acc: 0.965 - ETA: 4s - loss: 0.1094 - acc: 0.965 - ETA: 4s - loss: 0.1072 - acc: 0.966 - ETA: 4s - loss: 0.1065 - acc: 0.966 - ETA: 4s - loss: 0.1051 - acc: 0.967 - ETA: 4s - loss: 0.1083 - acc: 0.965 - ETA: 4s - loss: 0.1078 - acc: 0.964 - ETA: 4s - loss: 0.1084 - acc: 0.965 - ETA: 4s - loss: 0.1073 - acc: 0.965 - ETA: 4s - loss: 0.1063 - acc: 0.966 - ETA: 4s - loss: 0.1070 - acc: 0.966 - ETA: 3s - loss: 0.1075 - acc: 0.967 - ETA: 3s - loss: 0.1097 - acc: 0.966 - ETA: 3s - loss: 0.1080 - acc: 0.966 - ETA: 3s - loss: 0.1093 - acc: 0.966 - ETA: 3s - loss: 0.1117 - acc: 0.966 - ETA: 3s - loss: 0.1108 - acc: 0.966 - ETA: 3s - loss: 0.1096 - acc: 0.966 - ETA: 3s - loss: 0.1126 - acc: 0.966 - ETA: 3s - loss: 0.1108 - acc: 0.966 - ETA: 3s - loss: 0.1103 - acc: 0.967 - ETA: 3s - loss: 0.1084 - acc: 0.968 - ETA: 3s - loss: 0.1070 - acc: 0.968 - ETA: 3s - loss: 0.1064 - acc: 0.968 - ETA: 3s - loss: 0.1054 - acc: 0.968 - ETA: 3s - loss: 0.1054 - acc: 0.968 - ETA: 3s - loss: 0.1046 - acc: 0.969 - ETA: 3s - loss: 0.1044 - acc: 0.968 - ETA: 3s - loss: 0.1066 - acc: 0.968 - ETA: 2s - loss: 0.1055 - acc: 0.968 - ETA: 2s - loss: 0.1050 - acc: 0.968 - ETA: 2s - loss: 0.1038 - acc: 0.968 - ETA: 2s - loss: 0.1023 - acc: 0.969 - ETA: 2s - loss: 0.1011 - acc: 0.969 - ETA: 2s - loss: 0.0999 - acc: 0.970 - ETA: 2s - loss: 0.1005 - acc: 0.969 - ETA: 2s - loss: 0.1006 - acc: 0.969 - ETA: 2s - loss: 0.1003 - acc: 0.969 - ETA: 2s - loss: 0.1004 - acc: 0.969 - ETA: 2s - loss: 0.0994 - acc: 0.970 - ETA: 2s - loss: 0.0998 - acc: 0.969 - ETA: 2s - loss: 0.0997 - acc: 0.969 - ETA: 2s - loss: 0.1001 - acc: 0.969 - ETA: 2s - loss: 0.1019 - acc: 0.969 - ETA: 2s - loss: 0.1020 - acc: 0.968 - ETA: 2s - loss: 0.1017 - acc: 0.968 - ETA: 2s - loss: 0.1042 - acc: 0.968 - ETA: 2s - loss: 0.1044 - acc: 0.968 - ETA: 1s - loss: 0.1048 - acc: 0.968 - ETA: 1s - loss: 0.1055 - acc: 0.967 - ETA: 1s - loss: 0.1058 - acc: 0.967 - ETA: 1s - loss: 0.1058 - acc: 0.967 - ETA: 1s - loss: 0.1058 - acc: 0.967 - ETA: 1s - loss: 0.1055 - acc: 0.967 - ETA: 1s - loss: 0.1061 - acc: 0.967 - ETA: 1s - loss: 0.1072 - acc: 0.967 - ETA: 1s - loss: 0.1064 - acc: 0.967 - ETA: 1s - loss: 0.1069 - acc: 0.967 - ETA: 1s - loss: 0.1062 - acc: 0.968 - ETA: 1s - loss: 0.1068 - acc: 0.967 - ETA: 1s - loss: 0.1062 - acc: 0.968 - ETA: 1s - loss: 0.1056 - acc: 0.968 - ETA: 1s - loss: 0.1053 - acc: 0.968 - ETA: 1s - loss: 0.1054 - acc: 0.968 - ETA: 1s - loss: 0.1062 - acc: 0.968 - ETA: 1s - loss: 0.1062 - acc: 0.968 - ETA: 0s - loss: 0.1071 - acc: 0.967 - ETA: 0s - loss: 0.1076 - acc: 0.967 - ETA: 0s - loss: 0.1069 - acc: 0.968 - ETA: 0s - loss: 0.1066 - acc: 0.968 - ETA: 0s - loss: 0.1061 - acc: 0.968 - ETA: 0s - loss: 0.1056 - acc: 0.968 - ETA: 0s - loss: 0.1059 - acc: 0.967 - ETA: 0s - loss: 0.1061 - acc: 0.968 - ETA: 0s - loss: 0.1063 - acc: 0.967 - ETA: 0s - loss: 0.1065 - acc: 0.967 - ETA: 0s - loss: 0.1062 - acc: 0.967 - ETA: 0s - loss: 0.1061 - acc: 0.967 - ETA: 0s - loss: 0.1068 - acc: 0.967 - ETA: 0s - loss: 0.1063 - acc: 0.967 - ETA: 0s - loss: 0.1090 - acc: 0.966 - ETA: 0s - loss: 0.1088 - acc: 0.966 - ETA: 0s - loss: 0.1086 - acc: 0.966 - 6s 889us/step - loss: 0.1093 - acc: 0.9666 - val_loss: 0.6699 - val_acc: 0.8335 Epoch 00012: val_loss did not improve from 0.55729 Epoch 13/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.2981 - acc: 0.950 - ETA: 4s - loss: 0.1065 - acc: 0.980 - ETA: 5s - loss: 0.1130 - acc: 0.981 - ETA: 4s - loss: 0.0898 - acc: 0.987 - ETA: 4s - loss: 0.0955 - acc: 0.987 - ETA: 4s - loss: 0.0912 - acc: 0.986 - ETA: 4s - loss: 0.0893 - acc: 0.984 - ETA: 4s - loss: 0.0890 - acc: 0.981 - ETA: 4s - loss: 0.0891 - acc: 0.982 - ETA: 4s - loss: 0.0858 - acc: 0.982 - ETA: 4s - loss: 0.0790 - acc: 0.984 - ETA: 4s - loss: 0.0803 - acc: 0.984 - ETA: 4s - loss: 0.0763 - acc: 0.985 - ETA: 4s - loss: 0.0736 - acc: 0.986 - ETA: 4s - loss: 0.0752 - acc: 0.984 - ETA: 4s - loss: 0.0789 - acc: 0.982 - ETA: 4s - loss: 0.0942 - acc: 0.979 - ETA: 4s - loss: 0.0917 - acc: 0.979 - ETA: 4s - loss: 0.0946 - acc: 0.978 - ETA: 4s - loss: 0.0966 - acc: 0.978 - ETA: 3s - loss: 0.0953 - acc: 0.978 - ETA: 3s - loss: 0.0939 - acc: 0.978 - ETA: 3s - loss: 0.0922 - acc: 0.978 - ETA: 3s - loss: 0.0920 - acc: 0.978 - ETA: 3s - loss: 0.0941 - acc: 0.978 - ETA: 3s - loss: 0.0921 - acc: 0.978 - ETA: 3s - loss: 0.0902 - acc: 0.979 - ETA: 3s - loss: 0.0890 - acc: 0.979 - ETA: 3s - loss: 0.0920 - acc: 0.978 - ETA: 3s - loss: 0.0926 - acc: 0.978 - ETA: 3s - loss: 0.0936 - acc: 0.977 - ETA: 3s - loss: 0.0947 - acc: 0.977 - ETA: 3s - loss: 0.0978 - acc: 0.976 - ETA: 3s - loss: 0.0963 - acc: 0.976 - ETA: 3s - loss: 0.0969 - acc: 0.975 - ETA: 3s - loss: 0.0971 - acc: 0.974 - ETA: 3s - loss: 0.0961 - acc: 0.975 - ETA: 3s - loss: 0.0959 - acc: 0.974 - ETA: 2s - loss: 0.0945 - acc: 0.974 - ETA: 2s - loss: 0.0947 - acc: 0.974 - ETA: 2s - loss: 0.0936 - acc: 0.975 - ETA: 2s - loss: 0.0934 - acc: 0.975 - ETA: 2s - loss: 0.0938 - acc: 0.974 - ETA: 2s - loss: 0.0963 - acc: 0.973 - ETA: 2s - loss: 0.0955 - acc: 0.973 - ETA: 2s - loss: 0.0945 - acc: 0.973 - ETA: 2s - loss: 0.0942 - acc: 0.973 - ETA: 2s - loss: 0.0941 - acc: 0.973 - ETA: 2s - loss: 0.0936 - acc: 0.974 - ETA: 2s - loss: 0.0940 - acc: 0.974 - ETA: 2s - loss: 0.0962 - acc: 0.973 - ETA: 2s - loss: 0.0947 - acc: 0.973 - ETA: 2s - loss: 0.0944 - acc: 0.974 - ETA: 2s - loss: 0.0950 - acc: 0.973 - ETA: 2s - loss: 0.0940 - acc: 0.973 - ETA: 1s - loss: 0.0940 - acc: 0.973 - ETA: 1s - loss: 0.0954 - acc: 0.973 - ETA: 1s - loss: 0.0947 - acc: 0.973 - ETA: 1s - loss: 0.0961 - acc: 0.973 - ETA: 1s - loss: 0.0966 - acc: 0.973 - ETA: 1s - loss: 0.0974 - acc: 0.973 - ETA: 1s - loss: 0.0978 - acc: 0.972 - ETA: 1s - loss: 0.0981 - acc: 0.972 - ETA: 1s - loss: 0.0986 - acc: 0.972 - ETA: 1s - loss: 0.0987 - acc: 0.972 - ETA: 1s - loss: 0.0993 - acc: 0.972 - ETA: 1s - loss: 0.0998 - acc: 0.971 - ETA: 1s - loss: 0.1007 - acc: 0.970 - ETA: 1s - loss: 0.0996 - acc: 0.971 - ETA: 1s - loss: 0.0994 - acc: 0.971 - ETA: 1s - loss: 0.1000 - acc: 0.971 - ETA: 1s - loss: 0.0995 - acc: 0.971 - ETA: 1s - loss: 0.0998 - acc: 0.971 - ETA: 0s - loss: 0.1000 - acc: 0.971 - ETA: 0s - loss: 0.0998 - acc: 0.970 - ETA: 0s - loss: 0.1006 - acc: 0.970 - ETA: 0s - loss: 0.1011 - acc: 0.970 - ETA: 0s - loss: 0.1020 - acc: 0.969 - ETA: 0s - loss: 0.1020 - acc: 0.969 - ETA: 0s - loss: 0.1020 - acc: 0.969 - ETA: 0s - loss: 0.1016 - acc: 0.969 - ETA: 0s - loss: 0.1015 - acc: 0.969 - ETA: 0s - loss: 0.1016 - acc: 0.969 - ETA: 0s - loss: 0.1021 - acc: 0.969 - ETA: 0s - loss: 0.1016 - acc: 0.969 - ETA: 0s - loss: 0.1012 - acc: 0.969 - ETA: 0s - loss: 0.1005 - acc: 0.970 - ETA: 0s - loss: 0.1012 - acc: 0.969 - ETA: 0s - loss: 0.1019 - acc: 0.969 - ETA: 0s - loss: 0.1026 - acc: 0.969 - 5s 794us/step - loss: 0.1029 - acc: 0.9690 - val_loss: 0.6628 - val_acc: 0.8311 Epoch 00013: val_loss did not improve from 0.55729 Epoch 14/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.3569 - acc: 0.950 - ETA: 5s - loss: 0.1706 - acc: 0.970 - ETA: 5s - loss: 0.1527 - acc: 0.961 - ETA: 5s - loss: 0.1379 - acc: 0.966 - ETA: 4s - loss: 0.1155 - acc: 0.971 - ETA: 4s - loss: 0.1067 - acc: 0.972 - ETA: 4s - loss: 0.1002 - acc: 0.973 - ETA: 4s - loss: 0.0913 - acc: 0.977 - ETA: 4s - loss: 0.0864 - acc: 0.979 - ETA: 4s - loss: 0.0889 - acc: 0.977 - ETA: 4s - loss: 0.0852 - acc: 0.977 - ETA: 4s - loss: 0.0858 - acc: 0.977 - ETA: 4s - loss: 0.0825 - acc: 0.979 - ETA: 4s - loss: 0.0836 - acc: 0.980 - ETA: 4s - loss: 0.0804 - acc: 0.980 - ETA: 4s - loss: 0.0795 - acc: 0.980 - ETA: 4s - loss: 0.0762 - acc: 0.981 - ETA: 4s - loss: 0.0744 - acc: 0.982 - ETA: 4s - loss: 0.0736 - acc: 0.981 - ETA: 4s - loss: 0.0735 - acc: 0.981 - ETA: 3s - loss: 0.0720 - acc: 0.982 - ETA: 3s - loss: 0.0790 - acc: 0.980 - ETA: 3s - loss: 0.0785 - acc: 0.980 - ETA: 3s - loss: 0.0773 - acc: 0.980 - ETA: 3s - loss: 0.0765 - acc: 0.980 - ETA: 3s - loss: 0.0757 - acc: 0.980 - ETA: 3s - loss: 0.0752 - acc: 0.980 - ETA: 3s - loss: 0.0760 - acc: 0.980 - ETA: 3s - loss: 0.0836 - acc: 0.978 - ETA: 3s - loss: 0.0831 - acc: 0.978 - ETA: 3s - loss: 0.0820 - acc: 0.979 - ETA: 3s - loss: 0.0870 - acc: 0.977 - ETA: 3s - loss: 0.0878 - acc: 0.976 - ETA: 3s - loss: 0.0859 - acc: 0.977 - ETA: 3s - loss: 0.0886 - acc: 0.976 - ETA: 3s - loss: 0.0861 - acc: 0.976 - ETA: 3s - loss: 0.0862 - acc: 0.976 - ETA: 3s - loss: 0.0866 - acc: 0.976 - ETA: 3s - loss: 0.0854 - acc: 0.976 - ETA: 3s - loss: 0.0849 - acc: 0.976 - ETA: 2s - loss: 0.0860 - acc: 0.975 - ETA: 2s - loss: 0.0852 - acc: 0.976 - ETA: 2s - loss: 0.0870 - acc: 0.975 - ETA: 2s - loss: 0.0874 - acc: 0.975 - ETA: 2s - loss: 0.0864 - acc: 0.975 - ETA: 2s - loss: 0.0885 - acc: 0.974 - ETA: 2s - loss: 0.0884 - acc: 0.975 - ETA: 2s - loss: 0.0872 - acc: 0.975 - ETA: 2s - loss: 0.0865 - acc: 0.975 - ETA: 2s - loss: 0.0854 - acc: 0.976 - ETA: 2s - loss: 0.0846 - acc: 0.976 - ETA: 2s - loss: 0.0832 - acc: 0.976 - ETA: 2s - loss: 0.0843 - acc: 0.976 - ETA: 2s - loss: 0.0838 - acc: 0.976 - ETA: 2s - loss: 0.0835 - acc: 0.976 - ETA: 2s - loss: 0.0835 - acc: 0.976 - ETA: 2s - loss: 0.0847 - acc: 0.976 - ETA: 1s - loss: 0.0861 - acc: 0.975 - ETA: 1s - loss: 0.0856 - acc: 0.976 - ETA: 1s - loss: 0.0863 - acc: 0.975 - ETA: 1s - loss: 0.0857 - acc: 0.975 - ETA: 1s - loss: 0.0866 - acc: 0.975 - ETA: 1s - loss: 0.0860 - acc: 0.976 - ETA: 1s - loss: 0.0850 - acc: 0.976 - ETA: 1s - loss: 0.0853 - acc: 0.976 - ETA: 1s - loss: 0.0842 - acc: 0.976 - ETA: 1s - loss: 0.0835 - acc: 0.977 - ETA: 1s - loss: 0.0826 - acc: 0.977 - ETA: 1s - loss: 0.0820 - acc: 0.977 - ETA: 1s - loss: 0.0813 - acc: 0.977 - ETA: 1s - loss: 0.0804 - acc: 0.978 - ETA: 1s - loss: 0.0817 - acc: 0.977 - ETA: 1s - loss: 0.0813 - acc: 0.978 - ETA: 1s - loss: 0.0809 - acc: 0.978 - ETA: 1s - loss: 0.0803 - acc: 0.978 - ETA: 0s - loss: 0.0808 - acc: 0.977 - ETA: 0s - loss: 0.0811 - acc: 0.977 - ETA: 0s - loss: 0.0817 - acc: 0.977 - ETA: 0s - loss: 0.0820 - acc: 0.977 - ETA: 0s - loss: 0.0822 - acc: 0.977 - ETA: 0s - loss: 0.0820 - acc: 0.977 - ETA: 0s - loss: 0.0836 - acc: 0.976 - ETA: 0s - loss: 0.0839 - acc: 0.976 - ETA: 0s - loss: 0.0834 - acc: 0.976 - ETA: 0s - loss: 0.0838 - acc: 0.976 - ETA: 0s - loss: 0.0847 - acc: 0.976 - ETA: 0s - loss: 0.0855 - acc: 0.975 - ETA: 0s - loss: 0.0856 - acc: 0.975 - ETA: 0s - loss: 0.0848 - acc: 0.976 - ETA: 0s - loss: 0.0845 - acc: 0.976 - ETA: 0s - loss: 0.0843 - acc: 0.976 - ETA: 0s - loss: 0.0837 - acc: 0.976 - ETA: 0s - loss: 0.0848 - acc: 0.975 - 5s 805us/step - loss: 0.0846 - acc: 0.9757 - val_loss: 0.6465 - val_acc: 0.8395 Epoch 00014: val_loss did not improve from 0.55729 Epoch 15/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0242 - acc: 1.000 - ETA: 4s - loss: 0.0421 - acc: 0.990 - ETA: 5s - loss: 0.0447 - acc: 0.993 - ETA: 4s - loss: 0.0647 - acc: 0.983 - ETA: 4s - loss: 0.0663 - acc: 0.981 - ETA: 4s - loss: 0.0657 - acc: 0.981 - ETA: 4s - loss: 0.0657 - acc: 0.982 - ETA: 4s - loss: 0.0629 - acc: 0.983 - ETA: 4s - loss: 0.0594 - acc: 0.985 - ETA: 4s - loss: 0.0543 - acc: 0.986 - ETA: 4s - loss: 0.0543 - acc: 0.985 - ETA: 4s - loss: 0.0524 - acc: 0.985 - ETA: 4s - loss: 0.0504 - acc: 0.985 - ETA: 4s - loss: 0.0484 - acc: 0.985 - ETA: 4s - loss: 0.0476 - acc: 0.985 - ETA: 4s - loss: 0.0465 - acc: 0.985 - ETA: 4s - loss: 0.0479 - acc: 0.985 - ETA: 4s - loss: 0.0490 - acc: 0.983 - ETA: 4s - loss: 0.0475 - acc: 0.984 - ETA: 4s - loss: 0.0465 - acc: 0.985 - ETA: 4s - loss: 0.0498 - acc: 0.984 - ETA: 4s - loss: 0.0491 - acc: 0.985 - ETA: 3s - loss: 0.0523 - acc: 0.983 - ETA: 3s - loss: 0.0561 - acc: 0.981 - ETA: 3s - loss: 0.0567 - acc: 0.982 - ETA: 3s - loss: 0.0578 - acc: 0.981 - ETA: 3s - loss: 0.0573 - acc: 0.982 - ETA: 3s - loss: 0.0575 - acc: 0.982 - ETA: 3s - loss: 0.0577 - acc: 0.982 - ETA: 3s - loss: 0.0565 - acc: 0.983 - ETA: 3s - loss: 0.0547 - acc: 0.983 - ETA: 3s - loss: 0.0551 - acc: 0.983 - ETA: 3s - loss: 0.0549 - acc: 0.983 - ETA: 3s - loss: 0.0537 - acc: 0.983 - ETA: 3s - loss: 0.0568 - acc: 0.982 - ETA: 3s - loss: 0.0562 - acc: 0.981 - ETA: 3s - loss: 0.0575 - acc: 0.981 - ETA: 3s - loss: 0.0621 - acc: 0.979 - ETA: 3s - loss: 0.0630 - acc: 0.979 - ETA: 3s - loss: 0.0650 - acc: 0.977 - ETA: 3s - loss: 0.0648 - acc: 0.978 - ETA: 2s - loss: 0.0658 - acc: 0.978 - ETA: 2s - loss: 0.0655 - acc: 0.978 - ETA: 2s - loss: 0.0651 - acc: 0.978 - ETA: 2s - loss: 0.0658 - acc: 0.978 - ETA: 2s - loss: 0.0650 - acc: 0.978 - ETA: 2s - loss: 0.0678 - acc: 0.978 - ETA: 2s - loss: 0.0689 - acc: 0.977 - ETA: 2s - loss: 0.0693 - acc: 0.977 - ETA: 2s - loss: 0.0701 - acc: 0.977 - ETA: 2s - loss: 0.0715 - acc: 0.976 - ETA: 2s - loss: 0.0706 - acc: 0.976 - ETA: 2s - loss: 0.0695 - acc: 0.977 - ETA: 2s - loss: 0.0694 - acc: 0.977 - ETA: 2s - loss: 0.0687 - acc: 0.977 - ETA: 2s - loss: 0.0696 - acc: 0.977 - ETA: 2s - loss: 0.0695 - acc: 0.977 - ETA: 2s - loss: 0.0708 - acc: 0.977 - ETA: 2s - loss: 0.0704 - acc: 0.977 - ETA: 2s - loss: 0.0728 - acc: 0.976 - ETA: 2s - loss: 0.0726 - acc: 0.976 - ETA: 2s - loss: 0.0726 - acc: 0.976 - ETA: 1s - loss: 0.0723 - acc: 0.976 - ETA: 1s - loss: 0.0722 - acc: 0.977 - ETA: 1s - loss: 0.0730 - acc: 0.977 - ETA: 1s - loss: 0.0726 - acc: 0.977 - ETA: 1s - loss: 0.0720 - acc: 0.977 - ETA: 1s - loss: 0.0720 - acc: 0.977 - ETA: 1s - loss: 0.0718 - acc: 0.977 - ETA: 1s - loss: 0.0716 - acc: 0.977 - ETA: 1s - loss: 0.0709 - acc: 0.978 - ETA: 1s - loss: 0.0706 - acc: 0.978 - ETA: 1s - loss: 0.0699 - acc: 0.978 - ETA: 1s - loss: 0.0693 - acc: 0.978 - ETA: 1s - loss: 0.0694 - acc: 0.978 - ETA: 1s - loss: 0.0699 - acc: 0.978 - ETA: 1s - loss: 0.0699 - acc: 0.978 - ETA: 1s - loss: 0.0698 - acc: 0.978 - ETA: 1s - loss: 0.0695 - acc: 0.978 - ETA: 1s - loss: 0.0696 - acc: 0.978 - ETA: 1s - loss: 0.0703 - acc: 0.978 - ETA: 1s - loss: 0.0709 - acc: 0.978 - ETA: 1s - loss: 0.0708 - acc: 0.978 - ETA: 0s - loss: 0.0710 - acc: 0.978 - ETA: 0s - loss: 0.0730 - acc: 0.977 - ETA: 0s - loss: 0.0724 - acc: 0.978 - ETA: 0s - loss: 0.0725 - acc: 0.977 - ETA: 0s - loss: 0.0729 - acc: 0.977 - ETA: 0s - loss: 0.0730 - acc: 0.977 - ETA: 0s - loss: 0.0729 - acc: 0.977 - ETA: 0s - loss: 0.0725 - acc: 0.977 - ETA: 0s - loss: 0.0724 - acc: 0.977 - ETA: 0s - loss: 0.0718 - acc: 0.977 - ETA: 0s - loss: 0.0725 - acc: 0.977 - ETA: 0s - loss: 0.0731 - acc: 0.977 - ETA: 0s - loss: 0.0737 - acc: 0.977 - ETA: 0s - loss: 0.0735 - acc: 0.977 - ETA: 0s - loss: 0.0753 - acc: 0.976 - ETA: 0s - loss: 0.0752 - acc: 0.976 - ETA: 0s - loss: 0.0751 - acc: 0.976 - ETA: 0s - loss: 0.0751 - acc: 0.976 - ETA: 0s - loss: 0.0754 - acc: 0.976 - ETA: 0s - loss: 0.0752 - acc: 0.976 - ETA: 0s - loss: 0.0752 - acc: 0.976 - 6s 844us/step - loss: 0.0754 - acc: 0.9766 - val_loss: 0.6170 - val_acc: 0.8443 Epoch 00015: val_loss did not improve from 0.55729 Epoch 16/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0170 - acc: 1.000 - ETA: 5s - loss: 0.0549 - acc: 0.987 - ETA: 5s - loss: 0.0438 - acc: 0.985 - ETA: 5s - loss: 0.0380 - acc: 0.990 - ETA: 5s - loss: 0.0416 - acc: 0.984 - ETA: 5s - loss: 0.0352 - acc: 0.987 - ETA: 5s - loss: 0.0307 - acc: 0.989 - ETA: 5s - loss: 0.0275 - acc: 0.990 - ETA: 5s - loss: 0.0254 - acc: 0.992 - ETA: 5s - loss: 0.0237 - acc: 0.992 - ETA: 5s - loss: 0.0225 - acc: 0.993 - ETA: 5s - loss: 0.0311 - acc: 0.992 - ETA: 5s - loss: 0.0307 - acc: 0.993 - ETA: 5s - loss: 0.0316 - acc: 0.992 - ETA: 5s - loss: 0.0353 - acc: 0.990 - ETA: 4s - loss: 0.0385 - acc: 0.988 - ETA: 4s - loss: 0.0430 - acc: 0.984 - ETA: 4s - loss: 0.0426 - acc: 0.985 - ETA: 4s - loss: 0.0452 - acc: 0.984 - ETA: 4s - loss: 0.0443 - acc: 0.985 - ETA: 4s - loss: 0.0429 - acc: 0.986 - ETA: 4s - loss: 0.0418 - acc: 0.986 - ETA: 4s - loss: 0.0436 - acc: 0.986 - ETA: 4s - loss: 0.0459 - acc: 0.986 - ETA: 4s - loss: 0.0451 - acc: 0.987 - ETA: 4s - loss: 0.0442 - acc: 0.987 - ETA: 4s - loss: 0.0465 - acc: 0.986 - ETA: 4s - loss: 0.0457 - acc: 0.987 - ETA: 4s - loss: 0.0452 - acc: 0.987 - ETA: 4s - loss: 0.0490 - acc: 0.985 - ETA: 4s - loss: 0.0508 - acc: 0.985 - ETA: 4s - loss: 0.0516 - acc: 0.985 - ETA: 4s - loss: 0.0552 - acc: 0.984 - ETA: 4s - loss: 0.0582 - acc: 0.984 - ETA: 4s - loss: 0.0579 - acc: 0.984 - ETA: 3s - loss: 0.0600 - acc: 0.983 - ETA: 3s - loss: 0.0621 - acc: 0.982 - ETA: 3s - loss: 0.0614 - acc: 0.982 - ETA: 3s - loss: 0.0607 - acc: 0.982 - ETA: 3s - loss: 0.0624 - acc: 0.981 - ETA: 3s - loss: 0.0615 - acc: 0.982 - ETA: 3s - loss: 0.0618 - acc: 0.981 - ETA: 3s - loss: 0.0609 - acc: 0.982 - ETA: 3s - loss: 0.0619 - acc: 0.981 - ETA: 3s - loss: 0.0622 - acc: 0.982 - ETA: 3s - loss: 0.0628 - acc: 0.982 - ETA: 3s - loss: 0.0631 - acc: 0.981 - ETA: 3s - loss: 0.0621 - acc: 0.982 - ETA: 3s - loss: 0.0613 - acc: 0.982 - ETA: 3s - loss: 0.0613 - acc: 0.982 - ETA: 3s - loss: 0.0616 - acc: 0.982 - ETA: 3s - loss: 0.0648 - acc: 0.981 - ETA: 3s - loss: 0.0638 - acc: 0.981 - ETA: 3s - loss: 0.0633 - acc: 0.981 - ETA: 2s - loss: 0.0631 - acc: 0.981 - ETA: 2s - loss: 0.0638 - acc: 0.981 - ETA: 2s - loss: 0.0636 - acc: 0.981 - ETA: 2s - loss: 0.0630 - acc: 0.981 - ETA: 2s - loss: 0.0646 - acc: 0.981 - ETA: 2s - loss: 0.0649 - acc: 0.981 - ETA: 2s - loss: 0.0643 - acc: 0.982 - ETA: 2s - loss: 0.0638 - acc: 0.982 - ETA: 2s - loss: 0.0634 - acc: 0.982 - ETA: 2s - loss: 0.0631 - acc: 0.982 - ETA: 2s - loss: 0.0626 - acc: 0.982 - ETA: 2s - loss: 0.0629 - acc: 0.982 - ETA: 2s - loss: 0.0629 - acc: 0.981 - ETA: 2s - loss: 0.0622 - acc: 0.982 - ETA: 2s - loss: 0.0629 - acc: 0.981 - ETA: 2s - loss: 0.0638 - acc: 0.981 - ETA: 2s - loss: 0.0650 - acc: 0.980 - ETA: 2s - loss: 0.0669 - acc: 0.979 - ETA: 2s - loss: 0.0668 - acc: 0.979 - ETA: 1s - loss: 0.0672 - acc: 0.979 - ETA: 1s - loss: 0.0678 - acc: 0.979 - ETA: 1s - loss: 0.0670 - acc: 0.979 - ETA: 1s - loss: 0.0667 - acc: 0.979 - ETA: 1s - loss: 0.0666 - acc: 0.979 - ETA: 1s - loss: 0.0668 - acc: 0.979 - ETA: 1s - loss: 0.0661 - acc: 0.979 - ETA: 1s - loss: 0.0658 - acc: 0.979 - ETA: 1s - loss: 0.0656 - acc: 0.979 - ETA: 1s - loss: 0.0657 - acc: 0.979 - ETA: 1s - loss: 0.0656 - acc: 0.979 - ETA: 1s - loss: 0.0659 - acc: 0.978 - ETA: 1s - loss: 0.0657 - acc: 0.979 - ETA: 1s - loss: 0.0654 - acc: 0.979 - ETA: 1s - loss: 0.0662 - acc: 0.978 - ETA: 1s - loss: 0.0664 - acc: 0.978 - ETA: 1s - loss: 0.0667 - acc: 0.978 - ETA: 1s - loss: 0.0671 - acc: 0.978 - ETA: 1s - loss: 0.0683 - acc: 0.977 - ETA: 0s - loss: 0.0685 - acc: 0.977 - ETA: 0s - loss: 0.0683 - acc: 0.977 - ETA: 0s - loss: 0.0689 - acc: 0.977 - ETA: 0s - loss: 0.0686 - acc: 0.977 - ETA: 0s - loss: 0.0687 - acc: 0.977 - ETA: 0s - loss: 0.0683 - acc: 0.977 - ETA: 0s - loss: 0.0680 - acc: 0.978 - ETA: 0s - loss: 0.0683 - acc: 0.977 - ETA: 0s - loss: 0.0684 - acc: 0.977 - ETA: 0s - loss: 0.0683 - acc: 0.978 - ETA: 0s - loss: 0.0681 - acc: 0.978 - ETA: 0s - loss: 0.0683 - acc: 0.978 - ETA: 0s - loss: 0.0680 - acc: 0.978 - ETA: 0s - loss: 0.0686 - acc: 0.978 - ETA: 0s - loss: 0.0688 - acc: 0.977 - ETA: 0s - loss: 0.0686 - acc: 0.978 - ETA: 0s - loss: 0.0681 - acc: 0.978 - ETA: 0s - loss: 0.0680 - acc: 0.978 - ETA: 0s - loss: 0.0678 - acc: 0.978 - 6s 892us/step - loss: 0.0677 - acc: 0.9781 - val_loss: 0.6424 - val_acc: 0.8467 Epoch 00016: val_loss did not improve from 0.55729 Epoch 17/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.1285 - acc: 0.950 - ETA: 5s - loss: 0.0439 - acc: 0.987 - ETA: 5s - loss: 0.0463 - acc: 0.978 - ETA: 5s - loss: 0.0436 - acc: 0.980 - ETA: 5s - loss: 0.0451 - acc: 0.980 - ETA: 5s - loss: 0.0408 - acc: 0.984 - ETA: 5s - loss: 0.0440 - acc: 0.981 - ETA: 5s - loss: 0.0395 - acc: 0.984 - ETA: 5s - loss: 0.0391 - acc: 0.984 - ETA: 5s - loss: 0.0439 - acc: 0.983 - ETA: 5s - loss: 0.0419 - acc: 0.983 - ETA: 5s - loss: 0.0396 - acc: 0.985 - ETA: 5s - loss: 0.0377 - acc: 0.986 - ETA: 5s - loss: 0.0354 - acc: 0.987 - ETA: 5s - loss: 0.0367 - acc: 0.986 - ETA: 5s - loss: 0.0380 - acc: 0.985 - ETA: 4s - loss: 0.0368 - acc: 0.986 - ETA: 4s - loss: 0.0349 - acc: 0.987 - ETA: 4s - loss: 0.0344 - acc: 0.988 - ETA: 4s - loss: 0.0331 - acc: 0.988 - ETA: 4s - loss: 0.0319 - acc: 0.989 - ETA: 4s - loss: 0.0319 - acc: 0.989 - ETA: 4s - loss: 0.0350 - acc: 0.988 - ETA: 4s - loss: 0.0436 - acc: 0.987 - ETA: 4s - loss: 0.0437 - acc: 0.988 - ETA: 4s - loss: 0.0438 - acc: 0.988 - ETA: 4s - loss: 0.0470 - acc: 0.987 - ETA: 4s - loss: 0.0468 - acc: 0.987 - ETA: 4s - loss: 0.0485 - acc: 0.986 - ETA: 4s - loss: 0.0496 - acc: 0.986 - ETA: 4s - loss: 0.0497 - acc: 0.986 - ETA: 4s - loss: 0.0504 - acc: 0.985 - ETA: 4s - loss: 0.0507 - acc: 0.985 - ETA: 4s - loss: 0.0530 - acc: 0.984 - ETA: 4s - loss: 0.0519 - acc: 0.984 - ETA: 3s - loss: 0.0510 - acc: 0.984 - ETA: 3s - loss: 0.0503 - acc: 0.985 - ETA: 3s - loss: 0.0506 - acc: 0.985 - ETA: 3s - loss: 0.0499 - acc: 0.985 - ETA: 3s - loss: 0.0499 - acc: 0.985 - ETA: 3s - loss: 0.0498 - acc: 0.985 - ETA: 3s - loss: 0.0511 - acc: 0.984 - ETA: 3s - loss: 0.0507 - acc: 0.984 - ETA: 3s - loss: 0.0505 - acc: 0.984 - ETA: 3s - loss: 0.0505 - acc: 0.984 - ETA: 3s - loss: 0.0508 - acc: 0.984 - ETA: 3s - loss: 0.0536 - acc: 0.984 - ETA: 3s - loss: 0.0553 - acc: 0.984 - ETA: 3s - loss: 0.0550 - acc: 0.984 - ETA: 3s - loss: 0.0565 - acc: 0.983 - ETA: 3s - loss: 0.0556 - acc: 0.984 - ETA: 3s - loss: 0.0561 - acc: 0.984 - ETA: 3s - loss: 0.0578 - acc: 0.983 - ETA: 3s - loss: 0.0589 - acc: 0.983 - ETA: 2s - loss: 0.0588 - acc: 0.983 - ETA: 2s - loss: 0.0584 - acc: 0.983 - ETA: 2s - loss: 0.0582 - acc: 0.983 - ETA: 2s - loss: 0.0576 - acc: 0.983 - ETA: 2s - loss: 0.0582 - acc: 0.983 - ETA: 2s - loss: 0.0582 - acc: 0.983 - ETA: 2s - loss: 0.0576 - acc: 0.983 - ETA: 2s - loss: 0.0571 - acc: 0.983 - ETA: 2s - loss: 0.0567 - acc: 0.983 - ETA: 2s - loss: 0.0562 - acc: 0.983 - ETA: 2s - loss: 0.0569 - acc: 0.983 - ETA: 2s - loss: 0.0565 - acc: 0.983 - ETA: 2s - loss: 0.0573 - acc: 0.982 - ETA: 2s - loss: 0.0571 - acc: 0.982 - ETA: 2s - loss: 0.0569 - acc: 0.982 - ETA: 2s - loss: 0.0564 - acc: 0.982 - ETA: 2s - loss: 0.0575 - acc: 0.982 - ETA: 2s - loss: 0.0578 - acc: 0.982 - ETA: 2s - loss: 0.0574 - acc: 0.982 - ETA: 1s - loss: 0.0578 - acc: 0.982 - ETA: 1s - loss: 0.0575 - acc: 0.982 - ETA: 1s - loss: 0.0575 - acc: 0.982 - ETA: 1s - loss: 0.0573 - acc: 0.982 - ETA: 1s - loss: 0.0567 - acc: 0.982 - ETA: 1s - loss: 0.0567 - acc: 0.982 - ETA: 1s - loss: 0.0562 - acc: 0.982 - ETA: 1s - loss: 0.0560 - acc: 0.982 - ETA: 1s - loss: 0.0564 - acc: 0.982 - ETA: 1s - loss: 0.0559 - acc: 0.982 - ETA: 1s - loss: 0.0557 - acc: 0.982 - ETA: 1s - loss: 0.0564 - acc: 0.982 - ETA: 1s - loss: 0.0565 - acc: 0.982 - ETA: 1s - loss: 0.0574 - acc: 0.982 - ETA: 1s - loss: 0.0599 - acc: 0.981 - ETA: 1s - loss: 0.0597 - acc: 0.981 - ETA: 1s - loss: 0.0608 - acc: 0.981 - ETA: 1s - loss: 0.0608 - acc: 0.981 - ETA: 1s - loss: 0.0609 - acc: 0.980 - ETA: 0s - loss: 0.0604 - acc: 0.981 - ETA: 0s - loss: 0.0607 - acc: 0.980 - ETA: 0s - loss: 0.0604 - acc: 0.980 - ETA: 0s - loss: 0.0602 - acc: 0.981 - ETA: 0s - loss: 0.0602 - acc: 0.981 - ETA: 0s - loss: 0.0600 - acc: 0.981 - ETA: 0s - loss: 0.0604 - acc: 0.981 - ETA: 0s - loss: 0.0607 - acc: 0.981 - ETA: 0s - loss: 0.0605 - acc: 0.981 - ETA: 0s - loss: 0.0601 - acc: 0.981 - ETA: 0s - loss: 0.0598 - acc: 0.981 - ETA: 0s - loss: 0.0594 - acc: 0.981 - ETA: 0s - loss: 0.0591 - acc: 0.981 - ETA: 0s - loss: 0.0587 - acc: 0.982 - ETA: 0s - loss: 0.0586 - acc: 0.982 - ETA: 0s - loss: 0.0591 - acc: 0.982 - ETA: 0s - loss: 0.0595 - acc: 0.981 - ETA: 0s - loss: 0.0599 - acc: 0.981 - ETA: 0s - loss: 0.0596 - acc: 0.981 - 6s 897us/step - loss: 0.0591 - acc: 0.9820 - val_loss: 0.6620 - val_acc: 0.8563 Epoch 00017: val_loss did not improve from 0.55729 Epoch 18/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0714 - acc: 0.950 - ETA: 5s - loss: 0.0350 - acc: 0.987 - ETA: 5s - loss: 0.0548 - acc: 0.985 - ETA: 5s - loss: 0.0703 - acc: 0.970 - ETA: 5s - loss: 0.0674 - acc: 0.973 - ETA: 5s - loss: 0.0629 - acc: 0.975 - ETA: 5s - loss: 0.0755 - acc: 0.976 - ETA: 5s - loss: 0.0687 - acc: 0.977 - ETA: 5s - loss: 0.0655 - acc: 0.978 - ETA: 5s - loss: 0.0596 - acc: 0.980 - ETA: 5s - loss: 0.0566 - acc: 0.982 - ETA: 5s - loss: 0.0539 - acc: 0.983 - ETA: 5s - loss: 0.0519 - acc: 0.985 - ETA: 5s - loss: 0.0487 - acc: 0.986 - ETA: 5s - loss: 0.0456 - acc: 0.987 - ETA: 5s - loss: 0.0437 - acc: 0.988 - ETA: 4s - loss: 0.0412 - acc: 0.988 - ETA: 4s - loss: 0.0400 - acc: 0.989 - ETA: 4s - loss: 0.0394 - acc: 0.990 - ETA: 4s - loss: 0.0389 - acc: 0.990 - ETA: 4s - loss: 0.0427 - acc: 0.988 - ETA: 4s - loss: 0.0419 - acc: 0.989 - ETA: 4s - loss: 0.0427 - acc: 0.988 - ETA: 4s - loss: 0.0427 - acc: 0.988 - ETA: 4s - loss: 0.0414 - acc: 0.989 - ETA: 4s - loss: 0.0428 - acc: 0.988 - ETA: 4s - loss: 0.0416 - acc: 0.989 - ETA: 4s - loss: 0.0413 - acc: 0.988 - ETA: 4s - loss: 0.0443 - acc: 0.987 - ETA: 4s - loss: 0.0443 - acc: 0.987 - ETA: 4s - loss: 0.0434 - acc: 0.987 - ETA: 4s - loss: 0.0433 - acc: 0.987 - ETA: 4s - loss: 0.0429 - acc: 0.987 - ETA: 4s - loss: 0.0442 - acc: 0.987 - ETA: 4s - loss: 0.0467 - acc: 0.986 - ETA: 3s - loss: 0.0462 - acc: 0.986 - ETA: 3s - loss: 0.0455 - acc: 0.987 - ETA: 3s - loss: 0.0445 - acc: 0.987 - ETA: 3s - loss: 0.0461 - acc: 0.987 - ETA: 3s - loss: 0.0451 - acc: 0.987 - ETA: 3s - loss: 0.0447 - acc: 0.987 - ETA: 3s - loss: 0.0445 - acc: 0.987 - ETA: 3s - loss: 0.0437 - acc: 0.987 - ETA: 3s - loss: 0.0431 - acc: 0.988 - ETA: 3s - loss: 0.0432 - acc: 0.988 - ETA: 3s - loss: 0.0427 - acc: 0.988 - ETA: 3s - loss: 0.0426 - acc: 0.988 - ETA: 3s - loss: 0.0429 - acc: 0.988 - ETA: 3s - loss: 0.0439 - acc: 0.987 - ETA: 3s - loss: 0.0457 - acc: 0.987 - ETA: 3s - loss: 0.0459 - acc: 0.986 - ETA: 3s - loss: 0.0464 - acc: 0.986 - ETA: 3s - loss: 0.0461 - acc: 0.986 - ETA: 3s - loss: 0.0470 - acc: 0.986 - ETA: 2s - loss: 0.0467 - acc: 0.986 - ETA: 2s - loss: 0.0479 - acc: 0.986 - ETA: 2s - loss: 0.0477 - acc: 0.986 - ETA: 2s - loss: 0.0477 - acc: 0.986 - ETA: 2s - loss: 0.0477 - acc: 0.986 - ETA: 2s - loss: 0.0477 - acc: 0.986 - ETA: 2s - loss: 0.0474 - acc: 0.986 - ETA: 2s - loss: 0.0472 - acc: 0.987 - ETA: 2s - loss: 0.0485 - acc: 0.986 - ETA: 2s - loss: 0.0482 - acc: 0.986 - ETA: 2s - loss: 0.0481 - acc: 0.986 - ETA: 2s - loss: 0.0485 - acc: 0.986 - ETA: 2s - loss: 0.0487 - acc: 0.986 - ETA: 2s - loss: 0.0493 - acc: 0.985 - ETA: 2s - loss: 0.0503 - acc: 0.985 - ETA: 2s - loss: 0.0500 - acc: 0.986 - ETA: 2s - loss: 0.0514 - acc: 0.985 - ETA: 2s - loss: 0.0516 - acc: 0.985 - ETA: 2s - loss: 0.0514 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.985 - ETA: 1s - loss: 0.0504 - acc: 0.985 - ETA: 1s - loss: 0.0508 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.984 - ETA: 1s - loss: 0.0505 - acc: 0.985 - ETA: 1s - loss: 0.0507 - acc: 0.985 - ETA: 1s - loss: 0.0507 - acc: 0.985 - ETA: 1s - loss: 0.0510 - acc: 0.984 - ETA: 1s - loss: 0.0530 - acc: 0.984 - ETA: 1s - loss: 0.0526 - acc: 0.984 - ETA: 1s - loss: 0.0524 - acc: 0.984 - ETA: 1s - loss: 0.0519 - acc: 0.985 - ETA: 1s - loss: 0.0514 - acc: 0.985 - ETA: 1s - loss: 0.0517 - acc: 0.984 - ETA: 1s - loss: 0.0523 - acc: 0.984 - ETA: 1s - loss: 0.0520 - acc: 0.985 - ETA: 1s - loss: 0.0519 - acc: 0.985 - ETA: 1s - loss: 0.0525 - acc: 0.985 - ETA: 1s - loss: 0.0520 - acc: 0.985 - ETA: 0s - loss: 0.0517 - acc: 0.985 - ETA: 0s - loss: 0.0514 - acc: 0.985 - ETA: 0s - loss: 0.0510 - acc: 0.985 - ETA: 0s - loss: 0.0506 - acc: 0.985 - ETA: 0s - loss: 0.0512 - acc: 0.985 - ETA: 0s - loss: 0.0515 - acc: 0.985 - ETA: 0s - loss: 0.0518 - acc: 0.985 - ETA: 0s - loss: 0.0515 - acc: 0.985 - ETA: 0s - loss: 0.0511 - acc: 0.985 - ETA: 0s - loss: 0.0515 - acc: 0.985 - ETA: 0s - loss: 0.0516 - acc: 0.985 - ETA: 0s - loss: 0.0518 - acc: 0.985 - ETA: 0s - loss: 0.0516 - acc: 0.985 - ETA: 0s - loss: 0.0515 - acc: 0.985 - ETA: 0s - loss: 0.0511 - acc: 0.985 - ETA: 0s - loss: 0.0511 - acc: 0.985 - ETA: 0s - loss: 0.0511 - acc: 0.985 - ETA: 0s - loss: 0.0511 - acc: 0.986 - ETA: 0s - loss: 0.0521 - acc: 0.985 - 6s 899us/step - loss: 0.0519 - acc: 0.9858 - val_loss: 0.7586 - val_acc: 0.8323 Epoch 00018: val_loss did not improve from 0.55729 Epoch 19/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1540 - acc: 0.900 - ETA: 5s - loss: 0.0766 - acc: 0.962 - ETA: 5s - loss: 0.0973 - acc: 0.957 - ETA: 5s - loss: 0.0754 - acc: 0.965 - ETA: 5s - loss: 0.0623 - acc: 0.969 - ETA: 5s - loss: 0.0617 - acc: 0.968 - ETA: 5s - loss: 0.0607 - acc: 0.968 - ETA: 5s - loss: 0.0541 - acc: 0.972 - ETA: 5s - loss: 0.0531 - acc: 0.972 - ETA: 5s - loss: 0.0510 - acc: 0.973 - ETA: 5s - loss: 0.0504 - acc: 0.974 - ETA: 5s - loss: 0.0530 - acc: 0.973 - ETA: 5s - loss: 0.0528 - acc: 0.974 - ETA: 5s - loss: 0.0493 - acc: 0.976 - ETA: 5s - loss: 0.0472 - acc: 0.977 - ETA: 5s - loss: 0.0479 - acc: 0.978 - ETA: 4s - loss: 0.0462 - acc: 0.979 - ETA: 4s - loss: 0.0451 - acc: 0.980 - ETA: 4s - loss: 0.0500 - acc: 0.979 - ETA: 4s - loss: 0.0480 - acc: 0.980 - ETA: 4s - loss: 0.0516 - acc: 0.980 - ETA: 4s - loss: 0.0508 - acc: 0.981 - ETA: 4s - loss: 0.0513 - acc: 0.981 - ETA: 4s - loss: 0.0515 - acc: 0.980 - ETA: 4s - loss: 0.0508 - acc: 0.980 - ETA: 4s - loss: 0.0504 - acc: 0.981 - ETA: 4s - loss: 0.0489 - acc: 0.982 - ETA: 4s - loss: 0.0478 - acc: 0.982 - ETA: 4s - loss: 0.0511 - acc: 0.981 - ETA: 4s - loss: 0.0519 - acc: 0.980 - ETA: 4s - loss: 0.0509 - acc: 0.981 - ETA: 4s - loss: 0.0509 - acc: 0.981 - ETA: 4s - loss: 0.0501 - acc: 0.982 - ETA: 4s - loss: 0.0511 - acc: 0.982 - ETA: 4s - loss: 0.0499 - acc: 0.982 - ETA: 3s - loss: 0.0501 - acc: 0.982 - ETA: 3s - loss: 0.0492 - acc: 0.982 - ETA: 3s - loss: 0.0483 - acc: 0.982 - ETA: 3s - loss: 0.0472 - acc: 0.983 - ETA: 3s - loss: 0.0466 - acc: 0.983 - ETA: 3s - loss: 0.0468 - acc: 0.983 - ETA: 3s - loss: 0.0463 - acc: 0.983 - ETA: 3s - loss: 0.0456 - acc: 0.984 - ETA: 3s - loss: 0.0448 - acc: 0.984 - ETA: 3s - loss: 0.0444 - acc: 0.985 - ETA: 3s - loss: 0.0435 - acc: 0.985 - ETA: 3s - loss: 0.0446 - acc: 0.984 - ETA: 3s - loss: 0.0445 - acc: 0.984 - ETA: 3s - loss: 0.0443 - acc: 0.984 - ETA: 3s - loss: 0.0459 - acc: 0.984 - ETA: 3s - loss: 0.0458 - acc: 0.984 - ETA: 3s - loss: 0.0451 - acc: 0.984 - ETA: 3s - loss: 0.0450 - acc: 0.984 - ETA: 3s - loss: 0.0446 - acc: 0.985 - ETA: 2s - loss: 0.0444 - acc: 0.985 - ETA: 2s - loss: 0.0443 - acc: 0.984 - ETA: 2s - loss: 0.0438 - acc: 0.985 - ETA: 2s - loss: 0.0438 - acc: 0.984 - ETA: 2s - loss: 0.0433 - acc: 0.985 - ETA: 2s - loss: 0.0426 - acc: 0.985 - ETA: 2s - loss: 0.0451 - acc: 0.985 - ETA: 2s - loss: 0.0452 - acc: 0.985 - ETA: 2s - loss: 0.0450 - acc: 0.985 - ETA: 2s - loss: 0.0444 - acc: 0.985 - ETA: 2s - loss: 0.0442 - acc: 0.985 - ETA: 2s - loss: 0.0439 - acc: 0.985 - ETA: 2s - loss: 0.0435 - acc: 0.985 - ETA: 2s - loss: 0.0431 - acc: 0.985 - ETA: 2s - loss: 0.0429 - acc: 0.985 - ETA: 2s - loss: 0.0434 - acc: 0.985 - ETA: 2s - loss: 0.0429 - acc: 0.985 - ETA: 2s - loss: 0.0426 - acc: 0.986 - ETA: 2s - loss: 0.0428 - acc: 0.985 - ETA: 1s - loss: 0.0427 - acc: 0.986 - ETA: 1s - loss: 0.0424 - acc: 0.986 - ETA: 1s - loss: 0.0420 - acc: 0.986 - ETA: 1s - loss: 0.0417 - acc: 0.986 - ETA: 1s - loss: 0.0413 - acc: 0.986 - ETA: 1s - loss: 0.0416 - acc: 0.986 - ETA: 1s - loss: 0.0418 - acc: 0.986 - ETA: 1s - loss: 0.0415 - acc: 0.986 - ETA: 1s - loss: 0.0417 - acc: 0.986 - ETA: 1s - loss: 0.0429 - acc: 0.986 - ETA: 1s - loss: 0.0427 - acc: 0.986 - ETA: 1s - loss: 0.0426 - acc: 0.986 - ETA: 1s - loss: 0.0423 - acc: 0.986 - ETA: 1s - loss: 0.0423 - acc: 0.986 - ETA: 1s - loss: 0.0421 - acc: 0.986 - ETA: 1s - loss: 0.0418 - acc: 0.986 - ETA: 1s - loss: 0.0414 - acc: 0.986 - ETA: 1s - loss: 0.0415 - acc: 0.986 - ETA: 1s - loss: 0.0418 - acc: 0.986 - ETA: 0s - loss: 0.0415 - acc: 0.986 - ETA: 0s - loss: 0.0413 - acc: 0.987 - ETA: 0s - loss: 0.0423 - acc: 0.986 - ETA: 0s - loss: 0.0427 - acc: 0.986 - ETA: 0s - loss: 0.0430 - acc: 0.986 - ETA: 0s - loss: 0.0427 - acc: 0.986 - ETA: 0s - loss: 0.0435 - acc: 0.986 - ETA: 0s - loss: 0.0436 - acc: 0.986 - ETA: 0s - loss: 0.0437 - acc: 0.986 - ETA: 0s - loss: 0.0440 - acc: 0.986 - ETA: 0s - loss: 0.0441 - acc: 0.986 - ETA: 0s - loss: 0.0440 - acc: 0.986 - ETA: 0s - loss: 0.0443 - acc: 0.985 - ETA: 0s - loss: 0.0447 - acc: 0.985 - ETA: 0s - loss: 0.0448 - acc: 0.985 - ETA: 0s - loss: 0.0448 - acc: 0.985 - ETA: 0s - loss: 0.0445 - acc: 0.985 - ETA: 0s - loss: 0.0449 - acc: 0.985 - ETA: 0s - loss: 0.0478 - acc: 0.985 - 6s 897us/step - loss: 0.0478 - acc: 0.9850 - val_loss: 0.6998 - val_acc: 0.8539 Epoch 00019: val_loss did not improve from 0.55729 Epoch 20/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0198 - acc: 1.000 - ETA: 5s - loss: 0.1393 - acc: 0.975 - ETA: 5s - loss: 0.0847 - acc: 0.985 - ETA: 5s - loss: 0.0763 - acc: 0.985 - ETA: 5s - loss: 0.0685 - acc: 0.984 - ETA: 5s - loss: 0.0565 - acc: 0.987 - ETA: 5s - loss: 0.0591 - acc: 0.986 - ETA: 5s - loss: 0.0577 - acc: 0.986 - ETA: 5s - loss: 0.0530 - acc: 0.988 - ETA: 5s - loss: 0.0500 - acc: 0.989 - ETA: 5s - loss: 0.0543 - acc: 0.987 - ETA: 5s - loss: 0.0573 - acc: 0.986 - ETA: 5s - loss: 0.0549 - acc: 0.986 - ETA: 5s - loss: 0.0515 - acc: 0.987 - ETA: 5s - loss: 0.0485 - acc: 0.988 - ETA: 4s - loss: 0.0532 - acc: 0.988 - ETA: 4s - loss: 0.0516 - acc: 0.987 - ETA: 4s - loss: 0.0504 - acc: 0.987 - ETA: 4s - loss: 0.0496 - acc: 0.988 - ETA: 4s - loss: 0.0482 - acc: 0.988 - ETA: 4s - loss: 0.0461 - acc: 0.989 - ETA: 4s - loss: 0.0468 - acc: 0.988 - ETA: 4s - loss: 0.0449 - acc: 0.988 - ETA: 4s - loss: 0.0432 - acc: 0.989 - ETA: 4s - loss: 0.0417 - acc: 0.989 - ETA: 4s - loss: 0.0427 - acc: 0.989 - ETA: 4s - loss: 0.0464 - acc: 0.988 - ETA: 4s - loss: 0.0468 - acc: 0.988 - ETA: 4s - loss: 0.0475 - acc: 0.987 - ETA: 4s - loss: 0.0464 - acc: 0.988 - ETA: 4s - loss: 0.0474 - acc: 0.987 - ETA: 4s - loss: 0.0474 - acc: 0.987 - ETA: 4s - loss: 0.0486 - acc: 0.987 - ETA: 4s - loss: 0.0476 - acc: 0.988 - ETA: 4s - loss: 0.0464 - acc: 0.988 - ETA: 3s - loss: 0.0453 - acc: 0.988 - ETA: 3s - loss: 0.0442 - acc: 0.989 - ETA: 3s - loss: 0.0435 - acc: 0.989 - ETA: 3s - loss: 0.0425 - acc: 0.989 - ETA: 3s - loss: 0.0418 - acc: 0.989 - ETA: 3s - loss: 0.0424 - acc: 0.989 - ETA: 3s - loss: 0.0415 - acc: 0.989 - ETA: 3s - loss: 0.0407 - acc: 0.989 - ETA: 3s - loss: 0.0401 - acc: 0.990 - ETA: 3s - loss: 0.0398 - acc: 0.989 - ETA: 3s - loss: 0.0396 - acc: 0.989 - ETA: 3s - loss: 0.0406 - acc: 0.988 - ETA: 3s - loss: 0.0409 - acc: 0.988 - ETA: 3s - loss: 0.0415 - acc: 0.988 - ETA: 3s - loss: 0.0432 - acc: 0.988 - ETA: 3s - loss: 0.0437 - acc: 0.988 - ETA: 3s - loss: 0.0430 - acc: 0.988 - ETA: 3s - loss: 0.0425 - acc: 0.988 - ETA: 3s - loss: 0.0425 - acc: 0.988 - ETA: 2s - loss: 0.0425 - acc: 0.988 - ETA: 2s - loss: 0.0426 - acc: 0.988 - ETA: 2s - loss: 0.0419 - acc: 0.988 - ETA: 2s - loss: 0.0417 - acc: 0.988 - ETA: 2s - loss: 0.0413 - acc: 0.988 - ETA: 2s - loss: 0.0414 - acc: 0.988 - ETA: 2s - loss: 0.0437 - acc: 0.987 - ETA: 2s - loss: 0.0444 - acc: 0.987 - ETA: 2s - loss: 0.0447 - acc: 0.987 - ETA: 2s - loss: 0.0448 - acc: 0.987 - ETA: 2s - loss: 0.0446 - acc: 0.987 - ETA: 2s - loss: 0.0446 - acc: 0.987 - ETA: 2s - loss: 0.0440 - acc: 0.987 - ETA: 2s - loss: 0.0437 - acc: 0.987 - ETA: 2s - loss: 0.0433 - acc: 0.988 - ETA: 2s - loss: 0.0427 - acc: 0.988 - ETA: 2s - loss: 0.0428 - acc: 0.988 - ETA: 2s - loss: 0.0430 - acc: 0.988 - ETA: 2s - loss: 0.0428 - acc: 0.988 - ETA: 1s - loss: 0.0435 - acc: 0.988 - ETA: 1s - loss: 0.0437 - acc: 0.987 - ETA: 1s - loss: 0.0432 - acc: 0.988 - ETA: 1s - loss: 0.0431 - acc: 0.988 - ETA: 1s - loss: 0.0431 - acc: 0.987 - ETA: 1s - loss: 0.0426 - acc: 0.987 - ETA: 1s - loss: 0.0424 - acc: 0.987 - ETA: 1s - loss: 0.0420 - acc: 0.988 - ETA: 1s - loss: 0.0421 - acc: 0.987 - ETA: 1s - loss: 0.0420 - acc: 0.988 - ETA: 1s - loss: 0.0416 - acc: 0.988 - ETA: 1s - loss: 0.0412 - acc: 0.988 - ETA: 1s - loss: 0.0409 - acc: 0.988 - ETA: 1s - loss: 0.0406 - acc: 0.988 - ETA: 1s - loss: 0.0408 - acc: 0.988 - ETA: 1s - loss: 0.0407 - acc: 0.988 - ETA: 1s - loss: 0.0405 - acc: 0.988 - ETA: 1s - loss: 0.0403 - acc: 0.988 - ETA: 1s - loss: 0.0399 - acc: 0.988 - ETA: 0s - loss: 0.0396 - acc: 0.989 - ETA: 0s - loss: 0.0392 - acc: 0.989 - ETA: 0s - loss: 0.0389 - acc: 0.989 - ETA: 0s - loss: 0.0395 - acc: 0.989 - ETA: 0s - loss: 0.0395 - acc: 0.988 - ETA: 0s - loss: 0.0398 - acc: 0.988 - ETA: 0s - loss: 0.0402 - acc: 0.988 - ETA: 0s - loss: 0.0407 - acc: 0.988 - ETA: 0s - loss: 0.0414 - acc: 0.988 - ETA: 0s - loss: 0.0415 - acc: 0.988 - ETA: 0s - loss: 0.0412 - acc: 0.988 - ETA: 0s - loss: 0.0412 - acc: 0.988 - ETA: 0s - loss: 0.0410 - acc: 0.988 - ETA: 0s - loss: 0.0409 - acc: 0.988 - ETA: 0s - loss: 0.0409 - acc: 0.988 - ETA: 0s - loss: 0.0416 - acc: 0.987 - ETA: 0s - loss: 0.0420 - acc: 0.987 - ETA: 0s - loss: 0.0419 - acc: 0.988 - ETA: 0s - loss: 0.0423 - acc: 0.987 - 6s 891us/step - loss: 0.0423 - acc: 0.9876 - val_loss: 0.7243 - val_acc: 0.8395 Epoch 00020: val_loss did not improve from 0.55729 Epoch 21/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0581 - acc: 1.000 - ETA: 5s - loss: 0.0289 - acc: 1.000 - ETA: 5s - loss: 0.0246 - acc: 1.000 - ETA: 5s - loss: 0.0194 - acc: 1.000 - ETA: 5s - loss: 0.0166 - acc: 1.000 - ETA: 5s - loss: 0.0192 - acc: 0.996 - ETA: 5s - loss: 0.0243 - acc: 0.994 - ETA: 5s - loss: 0.0238 - acc: 0.995 - ETA: 5s - loss: 0.0237 - acc: 0.996 - ETA: 5s - loss: 0.0264 - acc: 0.994 - ETA: 5s - loss: 0.0262 - acc: 0.995 - ETA: 5s - loss: 0.0246 - acc: 0.995 - ETA: 5s - loss: 0.0234 - acc: 0.995 - ETA: 5s - loss: 0.0224 - acc: 0.996 - ETA: 5s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0249 - acc: 0.994 - ETA: 4s - loss: 0.0248 - acc: 0.994 - ETA: 4s - loss: 0.0304 - acc: 0.991 - ETA: 4s - loss: 0.0302 - acc: 0.991 - ETA: 4s - loss: 0.0307 - acc: 0.990 - ETA: 4s - loss: 0.0313 - acc: 0.990 - ETA: 4s - loss: 0.0302 - acc: 0.990 - ETA: 4s - loss: 0.0295 - acc: 0.991 - ETA: 4s - loss: 0.0309 - acc: 0.990 - ETA: 4s - loss: 0.0354 - acc: 0.989 - ETA: 4s - loss: 0.0360 - acc: 0.988 - ETA: 4s - loss: 0.0351 - acc: 0.988 - ETA: 4s - loss: 0.0341 - acc: 0.989 - ETA: 4s - loss: 0.0331 - acc: 0.989 - ETA: 4s - loss: 0.0328 - acc: 0.990 - ETA: 4s - loss: 0.0325 - acc: 0.989 - ETA: 3s - loss: 0.0317 - acc: 0.990 - ETA: 3s - loss: 0.0310 - acc: 0.990 - ETA: 3s - loss: 0.0303 - acc: 0.990 - ETA: 3s - loss: 0.0304 - acc: 0.990 - ETA: 3s - loss: 0.0341 - acc: 0.988 - ETA: 3s - loss: 0.0373 - acc: 0.987 - ETA: 3s - loss: 0.0389 - acc: 0.987 - ETA: 3s - loss: 0.0381 - acc: 0.987 - ETA: 3s - loss: 0.0373 - acc: 0.988 - ETA: 3s - loss: 0.0372 - acc: 0.988 - ETA: 3s - loss: 0.0367 - acc: 0.988 - ETA: 3s - loss: 0.0359 - acc: 0.988 - ETA: 3s - loss: 0.0366 - acc: 0.988 - ETA: 3s - loss: 0.0366 - acc: 0.988 - ETA: 2s - loss: 0.0377 - acc: 0.988 - ETA: 2s - loss: 0.0377 - acc: 0.988 - ETA: 2s - loss: 0.0370 - acc: 0.988 - ETA: 2s - loss: 0.0367 - acc: 0.988 - ETA: 2s - loss: 0.0365 - acc: 0.989 - ETA: 2s - loss: 0.0373 - acc: 0.988 - ETA: 2s - loss: 0.0379 - acc: 0.988 - ETA: 2s - loss: 0.0407 - acc: 0.988 - ETA: 2s - loss: 0.0401 - acc: 0.988 - ETA: 2s - loss: 0.0399 - acc: 0.988 - ETA: 2s - loss: 0.0403 - acc: 0.988 - ETA: 2s - loss: 0.0399 - acc: 0.988 - ETA: 2s - loss: 0.0409 - acc: 0.987 - ETA: 2s - loss: 0.0405 - acc: 0.988 - ETA: 2s - loss: 0.0400 - acc: 0.988 - ETA: 2s - loss: 0.0396 - acc: 0.988 - ETA: 1s - loss: 0.0392 - acc: 0.988 - ETA: 1s - loss: 0.0390 - acc: 0.988 - ETA: 1s - loss: 0.0392 - acc: 0.988 - ETA: 1s - loss: 0.0388 - acc: 0.988 - ETA: 1s - loss: 0.0382 - acc: 0.989 - ETA: 1s - loss: 0.0379 - acc: 0.989 - ETA: 1s - loss: 0.0383 - acc: 0.989 - ETA: 1s - loss: 0.0384 - acc: 0.989 - ETA: 1s - loss: 0.0381 - acc: 0.989 - ETA: 1s - loss: 0.0378 - acc: 0.989 - ETA: 1s - loss: 0.0388 - acc: 0.989 - ETA: 1s - loss: 0.0385 - acc: 0.989 - ETA: 1s - loss: 0.0384 - acc: 0.989 - ETA: 1s - loss: 0.0380 - acc: 0.989 - ETA: 1s - loss: 0.0378 - acc: 0.989 - ETA: 1s - loss: 0.0383 - acc: 0.989 - ETA: 0s - loss: 0.0389 - acc: 0.989 - ETA: 0s - loss: 0.0386 - acc: 0.989 - ETA: 0s - loss: 0.0386 - acc: 0.989 - ETA: 0s - loss: 0.0389 - acc: 0.989 - ETA: 0s - loss: 0.0385 - acc: 0.989 - ETA: 0s - loss: 0.0382 - acc: 0.989 - ETA: 0s - loss: 0.0382 - acc: 0.989 - ETA: 0s - loss: 0.0390 - acc: 0.989 - ETA: 0s - loss: 0.0396 - acc: 0.988 - ETA: 0s - loss: 0.0405 - acc: 0.988 - ETA: 0s - loss: 0.0404 - acc: 0.988 - ETA: 0s - loss: 0.0407 - acc: 0.988 - ETA: 0s - loss: 0.0405 - acc: 0.988 - ETA: 0s - loss: 0.0403 - acc: 0.988 - ETA: 0s - loss: 0.0399 - acc: 0.988 - ETA: 0s - loss: 0.0403 - acc: 0.988 - 5s 818us/step - loss: 0.0400 - acc: 0.9883 - val_loss: 0.6811 - val_acc: 0.8419 Epoch 00021: val_loss did not improve from 0.55729 Epoch 22/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0117 - acc: 1.000 - ETA: 5s - loss: 0.0226 - acc: 0.987 - ETA: 5s - loss: 0.0225 - acc: 0.987 - ETA: 4s - loss: 0.0228 - acc: 0.987 - ETA: 4s - loss: 0.0291 - acc: 0.983 - ETA: 4s - loss: 0.0244 - acc: 0.986 - ETA: 4s - loss: 0.0250 - acc: 0.987 - ETA: 4s - loss: 0.0257 - acc: 0.987 - ETA: 4s - loss: 0.0260 - acc: 0.987 - ETA: 4s - loss: 0.0411 - acc: 0.984 - ETA: 4s - loss: 0.0386 - acc: 0.985 - ETA: 4s - loss: 0.0374 - acc: 0.985 - ETA: 4s - loss: 0.0355 - acc: 0.986 - ETA: 4s - loss: 0.0352 - acc: 0.986 - ETA: 4s - loss: 0.0346 - acc: 0.987 - ETA: 4s - loss: 0.0325 - acc: 0.988 - ETA: 4s - loss: 0.0317 - acc: 0.989 - ETA: 4s - loss: 0.0307 - acc: 0.989 - ETA: 4s - loss: 0.0328 - acc: 0.988 - ETA: 4s - loss: 0.0324 - acc: 0.988 - ETA: 3s - loss: 0.0311 - acc: 0.988 - ETA: 3s - loss: 0.0299 - acc: 0.989 - ETA: 3s - loss: 0.0321 - acc: 0.989 - ETA: 3s - loss: 0.0355 - acc: 0.987 - ETA: 3s - loss: 0.0381 - acc: 0.987 - ETA: 3s - loss: 0.0370 - acc: 0.987 - ETA: 3s - loss: 0.0361 - acc: 0.988 - ETA: 3s - loss: 0.0349 - acc: 0.988 - ETA: 3s - loss: 0.0339 - acc: 0.989 - ETA: 3s - loss: 0.0332 - acc: 0.989 - ETA: 3s - loss: 0.0330 - acc: 0.989 - ETA: 3s - loss: 0.0324 - acc: 0.989 - ETA: 3s - loss: 0.0315 - acc: 0.990 - ETA: 3s - loss: 0.0307 - acc: 0.990 - ETA: 3s - loss: 0.0309 - acc: 0.990 - ETA: 3s - loss: 0.0308 - acc: 0.990 - ETA: 3s - loss: 0.0345 - acc: 0.989 - ETA: 2s - loss: 0.0362 - acc: 0.988 - ETA: 2s - loss: 0.0361 - acc: 0.988 - ETA: 2s - loss: 0.0361 - acc: 0.989 - ETA: 2s - loss: 0.0358 - acc: 0.989 - ETA: 2s - loss: 0.0351 - acc: 0.989 - ETA: 2s - loss: 0.0365 - acc: 0.989 - ETA: 2s - loss: 0.0360 - acc: 0.989 - ETA: 2s - loss: 0.0354 - acc: 0.990 - ETA: 2s - loss: 0.0350 - acc: 0.990 - ETA: 2s - loss: 0.0344 - acc: 0.990 - ETA: 2s - loss: 0.0338 - acc: 0.990 - ETA: 2s - loss: 0.0334 - acc: 0.990 - ETA: 2s - loss: 0.0331 - acc: 0.990 - ETA: 2s - loss: 0.0366 - acc: 0.990 - ETA: 2s - loss: 0.0368 - acc: 0.990 - ETA: 2s - loss: 0.0363 - acc: 0.990 - ETA: 2s - loss: 0.0366 - acc: 0.990 - ETA: 1s - loss: 0.0366 - acc: 0.990 - ETA: 1s - loss: 0.0363 - acc: 0.990 - ETA: 1s - loss: 0.0363 - acc: 0.990 - ETA: 1s - loss: 0.0365 - acc: 0.990 - ETA: 1s - loss: 0.0364 - acc: 0.990 - ETA: 1s - loss: 0.0364 - acc: 0.990 - ETA: 1s - loss: 0.0369 - acc: 0.989 - ETA: 1s - loss: 0.0379 - acc: 0.989 - ETA: 1s - loss: 0.0375 - acc: 0.989 - ETA: 1s - loss: 0.0375 - acc: 0.989 - ETA: 1s - loss: 0.0371 - acc: 0.989 - ETA: 1s - loss: 0.0368 - acc: 0.990 - ETA: 1s - loss: 0.0366 - acc: 0.990 - ETA: 1s - loss: 0.0372 - acc: 0.990 - ETA: 1s - loss: 0.0379 - acc: 0.989 - ETA: 1s - loss: 0.0379 - acc: 0.989 - ETA: 1s - loss: 0.0374 - acc: 0.989 - ETA: 0s - loss: 0.0374 - acc: 0.989 - ETA: 0s - loss: 0.0372 - acc: 0.989 - ETA: 0s - loss: 0.0368 - acc: 0.989 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0363 - acc: 0.990 - ETA: 0s - loss: 0.0362 - acc: 0.990 - ETA: 0s - loss: 0.0361 - acc: 0.990 - ETA: 0s - loss: 0.0358 - acc: 0.990 - ETA: 0s - loss: 0.0355 - acc: 0.990 - ETA: 0s - loss: 0.0355 - acc: 0.990 - ETA: 0s - loss: 0.0355 - acc: 0.990 - ETA: 0s - loss: 0.0352 - acc: 0.990 - ETA: 0s - loss: 0.0348 - acc: 0.990 - ETA: 0s - loss: 0.0345 - acc: 0.990 - ETA: 0s - loss: 0.0343 - acc: 0.990 - ETA: 0s - loss: 0.0344 - acc: 0.990 - ETA: 0s - loss: 0.0344 - acc: 0.990 - ETA: 0s - loss: 0.0343 - acc: 0.991 - 5s 790us/step - loss: 0.0342 - acc: 0.9910 - val_loss: 0.7201 - val_acc: 0.8323 Epoch 00022: val_loss did not improve from 0.55729 Epoch 23/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0711 - acc: 0.950 - ETA: 5s - loss: 0.0468 - acc: 0.975 - ETA: 5s - loss: 0.0290 - acc: 0.987 - ETA: 4s - loss: 0.0259 - acc: 0.987 - ETA: 4s - loss: 0.0206 - acc: 0.990 - ETA: 4s - loss: 0.0207 - acc: 0.992 - ETA: 4s - loss: 0.0279 - acc: 0.991 - ETA: 4s - loss: 0.0265 - acc: 0.992 - ETA: 4s - loss: 0.0270 - acc: 0.991 - ETA: 4s - loss: 0.0254 - acc: 0.992 - ETA: 4s - loss: 0.0273 - acc: 0.992 - ETA: 4s - loss: 0.0258 - acc: 0.992 - ETA: 4s - loss: 0.0247 - acc: 0.993 - ETA: 4s - loss: 0.0268 - acc: 0.992 - ETA: 4s - loss: 0.0254 - acc: 0.992 - ETA: 4s - loss: 0.0248 - acc: 0.993 - ETA: 4s - loss: 0.0244 - acc: 0.993 - ETA: 4s - loss: 0.0237 - acc: 0.993 - ETA: 4s - loss: 0.0251 - acc: 0.993 - ETA: 3s - loss: 0.0289 - acc: 0.993 - ETA: 3s - loss: 0.0279 - acc: 0.993 - ETA: 3s - loss: 0.0275 - acc: 0.993 - ETA: 3s - loss: 0.0296 - acc: 0.992 - ETA: 3s - loss: 0.0337 - acc: 0.992 - ETA: 3s - loss: 0.0332 - acc: 0.992 - ETA: 3s - loss: 0.0323 - acc: 0.992 - ETA: 3s - loss: 0.0329 - acc: 0.992 - ETA: 3s - loss: 0.0331 - acc: 0.992 - ETA: 3s - loss: 0.0330 - acc: 0.992 - ETA: 3s - loss: 0.0321 - acc: 0.992 - ETA: 3s - loss: 0.0314 - acc: 0.992 - ETA: 3s - loss: 0.0307 - acc: 0.992 - ETA: 3s - loss: 0.0340 - acc: 0.991 - ETA: 3s - loss: 0.0330 - acc: 0.992 - ETA: 3s - loss: 0.0322 - acc: 0.992 - ETA: 3s - loss: 0.0323 - acc: 0.992 - ETA: 3s - loss: 0.0326 - acc: 0.991 - ETA: 2s - loss: 0.0318 - acc: 0.992 - ETA: 2s - loss: 0.0310 - acc: 0.992 - ETA: 2s - loss: 0.0304 - acc: 0.992 - ETA: 2s - loss: 0.0312 - acc: 0.992 - ETA: 2s - loss: 0.0311 - acc: 0.991 - ETA: 2s - loss: 0.0327 - acc: 0.990 - ETA: 2s - loss: 0.0323 - acc: 0.991 - ETA: 2s - loss: 0.0321 - acc: 0.991 - ETA: 2s - loss: 0.0316 - acc: 0.991 - ETA: 2s - loss: 0.0333 - acc: 0.990 - ETA: 2s - loss: 0.0345 - acc: 0.990 - ETA: 2s - loss: 0.0343 - acc: 0.990 - ETA: 2s - loss: 0.0342 - acc: 0.990 - ETA: 2s - loss: 0.0341 - acc: 0.990 - ETA: 2s - loss: 0.0351 - acc: 0.990 - ETA: 2s - loss: 0.0354 - acc: 0.990 - ETA: 2s - loss: 0.0358 - acc: 0.990 - ETA: 1s - loss: 0.0357 - acc: 0.990 - ETA: 1s - loss: 0.0357 - acc: 0.989 - ETA: 1s - loss: 0.0352 - acc: 0.990 - ETA: 1s - loss: 0.0356 - acc: 0.990 - ETA: 1s - loss: 0.0354 - acc: 0.990 - ETA: 1s - loss: 0.0350 - acc: 0.990 - ETA: 1s - loss: 0.0345 - acc: 0.990 - ETA: 1s - loss: 0.0341 - acc: 0.990 - ETA: 1s - loss: 0.0339 - acc: 0.990 - ETA: 1s - loss: 0.0335 - acc: 0.991 - ETA: 1s - loss: 0.0333 - acc: 0.991 - ETA: 1s - loss: 0.0330 - acc: 0.991 - ETA: 1s - loss: 0.0325 - acc: 0.991 - ETA: 1s - loss: 0.0322 - acc: 0.991 - ETA: 1s - loss: 0.0339 - acc: 0.991 - ETA: 1s - loss: 0.0336 - acc: 0.991 - ETA: 1s - loss: 0.0333 - acc: 0.991 - ETA: 0s - loss: 0.0333 - acc: 0.991 - ETA: 0s - loss: 0.0336 - acc: 0.991 - ETA: 0s - loss: 0.0337 - acc: 0.991 - ETA: 0s - loss: 0.0340 - acc: 0.991 - ETA: 0s - loss: 0.0343 - acc: 0.991 - ETA: 0s - loss: 0.0343 - acc: 0.990 - ETA: 0s - loss: 0.0340 - acc: 0.991 - ETA: 0s - loss: 0.0348 - acc: 0.991 - ETA: 0s - loss: 0.0353 - acc: 0.990 - ETA: 0s - loss: 0.0354 - acc: 0.990 - ETA: 0s - loss: 0.0353 - acc: 0.991 - ETA: 0s - loss: 0.0363 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0365 - acc: 0.990 - ETA: 0s - loss: 0.0373 - acc: 0.989 - ETA: 0s - loss: 0.0375 - acc: 0.989 - ETA: 0s - loss: 0.0371 - acc: 0.989 - ETA: 0s - loss: 0.0367 - acc: 0.989 - 5s 791us/step - loss: 0.0365 - acc: 0.9900 - val_loss: 0.7178 - val_acc: 0.8539 Epoch 00023: val_loss did not improve from 0.55729 Epoch 24/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0347 - acc: 0.990 - ETA: 4s - loss: 0.0230 - acc: 0.994 - ETA: 4s - loss: 0.0170 - acc: 0.996 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.995 - ETA: 4s - loss: 0.0209 - acc: 0.994 - ETA: 4s - loss: 0.0193 - acc: 0.995 - ETA: 4s - loss: 0.0181 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.995 - ETA: 4s - loss: 0.0192 - acc: 0.994 - ETA: 4s - loss: 0.0194 - acc: 0.994 - ETA: 4s - loss: 0.0186 - acc: 0.995 - ETA: 4s - loss: 0.0179 - acc: 0.995 - ETA: 4s - loss: 0.0173 - acc: 0.995 - ETA: 3s - loss: 0.0169 - acc: 0.995 - ETA: 3s - loss: 0.0162 - acc: 0.996 - ETA: 3s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0148 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0153 - acc: 0.995 - ETA: 3s - loss: 0.0162 - acc: 0.995 - ETA: 3s - loss: 0.0167 - acc: 0.995 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0168 - acc: 0.995 - ETA: 3s - loss: 0.0170 - acc: 0.995 - ETA: 3s - loss: 0.0168 - acc: 0.995 - ETA: 3s - loss: 0.0187 - acc: 0.994 - ETA: 2s - loss: 0.0205 - acc: 0.994 - ETA: 2s - loss: 0.0213 - acc: 0.994 - ETA: 2s - loss: 0.0217 - acc: 0.993 - ETA: 2s - loss: 0.0216 - acc: 0.993 - ETA: 2s - loss: 0.0242 - acc: 0.993 - ETA: 2s - loss: 0.0251 - acc: 0.993 - ETA: 2s - loss: 0.0265 - acc: 0.993 - ETA: 2s - loss: 0.0261 - acc: 0.993 - ETA: 2s - loss: 0.0259 - acc: 0.993 - ETA: 2s - loss: 0.0259 - acc: 0.993 - ETA: 2s - loss: 0.0254 - acc: 0.993 - ETA: 2s - loss: 0.0259 - acc: 0.993 - ETA: 2s - loss: 0.0267 - acc: 0.992 - ETA: 2s - loss: 0.0272 - acc: 0.992 - ETA: 2s - loss: 0.0274 - acc: 0.992 - ETA: 2s - loss: 0.0270 - acc: 0.992 - ETA: 2s - loss: 0.0269 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0264 - acc: 0.992 - ETA: 1s - loss: 0.0263 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.993 - ETA: 1s - loss: 0.0260 - acc: 0.993 - ETA: 1s - loss: 0.0257 - acc: 0.993 - ETA: 1s - loss: 0.0253 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.992 - ETA: 1s - loss: 0.0265 - acc: 0.992 - ETA: 1s - loss: 0.0272 - acc: 0.992 - ETA: 1s - loss: 0.0269 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0264 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.992 - ETA: 1s - loss: 0.0260 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0280 - acc: 0.992 - ETA: 0s - loss: 0.0278 - acc: 0.992 - ETA: 0s - loss: 0.0284 - acc: 0.992 - ETA: 0s - loss: 0.0289 - acc: 0.992 - ETA: 0s - loss: 0.0285 - acc: 0.992 - ETA: 0s - loss: 0.0282 - acc: 0.992 - ETA: 0s - loss: 0.0285 - acc: 0.992 - ETA: 0s - loss: 0.0283 - acc: 0.992 - ETA: 0s - loss: 0.0292 - acc: 0.992 - ETA: 0s - loss: 0.0289 - acc: 0.992 - ETA: 0s - loss: 0.0287 - acc: 0.992 - ETA: 0s - loss: 0.0285 - acc: 0.992 - ETA: 0s - loss: 0.0283 - acc: 0.992 - ETA: 0s - loss: 0.0289 - acc: 0.992 - ETA: 0s - loss: 0.0299 - acc: 0.992 - ETA: 0s - loss: 0.0305 - acc: 0.991 - ETA: 0s - loss: 0.0308 - acc: 0.991 - 5s 791us/step - loss: 0.0309 - acc: 0.9916 - val_loss: 0.7348 - val_acc: 0.8395 Epoch 00024: val_loss did not improve from 0.55729 Epoch 25/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0257 - acc: 1.000 - ETA: 4s - loss: 0.0159 - acc: 1.000 - ETA: 4s - loss: 0.0172 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.994 - ETA: 4s - loss: 0.0167 - acc: 0.994 - ETA: 4s - loss: 0.0168 - acc: 0.994 - ETA: 4s - loss: 0.0173 - acc: 0.994 - ETA: 4s - loss: 0.0163 - acc: 0.994 - ETA: 4s - loss: 0.0162 - acc: 0.995 - ETA: 4s - loss: 0.0199 - acc: 0.993 - ETA: 4s - loss: 0.0206 - acc: 0.993 - ETA: 4s - loss: 0.0202 - acc: 0.993 - ETA: 3s - loss: 0.0237 - acc: 0.992 - ETA: 3s - loss: 0.0272 - acc: 0.991 - ETA: 3s - loss: 0.0264 - acc: 0.992 - ETA: 3s - loss: 0.0253 - acc: 0.992 - ETA: 3s - loss: 0.0251 - acc: 0.992 - ETA: 3s - loss: 0.0309 - acc: 0.991 - ETA: 3s - loss: 0.0323 - acc: 0.990 - ETA: 3s - loss: 0.0327 - acc: 0.990 - ETA: 3s - loss: 0.0331 - acc: 0.990 - ETA: 3s - loss: 0.0324 - acc: 0.990 - ETA: 3s - loss: 0.0314 - acc: 0.990 - ETA: 3s - loss: 0.0304 - acc: 0.991 - ETA: 3s - loss: 0.0302 - acc: 0.991 - ETA: 3s - loss: 0.0294 - acc: 0.991 - ETA: 3s - loss: 0.0309 - acc: 0.991 - ETA: 3s - loss: 0.0300 - acc: 0.991 - ETA: 3s - loss: 0.0299 - acc: 0.991 - ETA: 2s - loss: 0.0302 - acc: 0.991 - ETA: 2s - loss: 0.0296 - acc: 0.991 - ETA: 2s - loss: 0.0296 - acc: 0.991 - ETA: 2s - loss: 0.0291 - acc: 0.991 - ETA: 2s - loss: 0.0303 - acc: 0.991 - ETA: 2s - loss: 0.0302 - acc: 0.990 - ETA: 2s - loss: 0.0303 - acc: 0.990 - ETA: 2s - loss: 0.0300 - acc: 0.991 - ETA: 2s - loss: 0.0296 - acc: 0.991 - ETA: 2s - loss: 0.0292 - acc: 0.991 - ETA: 2s - loss: 0.0287 - acc: 0.991 - ETA: 2s - loss: 0.0286 - acc: 0.991 - ETA: 2s - loss: 0.0283 - acc: 0.991 - ETA: 2s - loss: 0.0278 - acc: 0.992 - ETA: 2s - loss: 0.0276 - acc: 0.992 - ETA: 2s - loss: 0.0276 - acc: 0.991 - ETA: 2s - loss: 0.0286 - acc: 0.991 - ETA: 1s - loss: 0.0283 - acc: 0.992 - ETA: 1s - loss: 0.0280 - acc: 0.992 - ETA: 1s - loss: 0.0277 - acc: 0.992 - ETA: 1s - loss: 0.0274 - acc: 0.992 - ETA: 1s - loss: 0.0278 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 1s - loss: 0.0284 - acc: 0.991 - ETA: 1s - loss: 0.0290 - acc: 0.991 - ETA: 1s - loss: 0.0288 - acc: 0.991 - ETA: 1s - loss: 0.0286 - acc: 0.991 - ETA: 1s - loss: 0.0286 - acc: 0.991 - ETA: 1s - loss: 0.0283 - acc: 0.991 - ETA: 1s - loss: 0.0295 - acc: 0.991 - ETA: 1s - loss: 0.0296 - acc: 0.991 - ETA: 1s - loss: 0.0295 - acc: 0.991 - ETA: 1s - loss: 0.0292 - acc: 0.991 - ETA: 1s - loss: 0.0292 - acc: 0.991 - ETA: 1s - loss: 0.0290 - acc: 0.991 - ETA: 0s - loss: 0.0287 - acc: 0.991 - ETA: 0s - loss: 0.0285 - acc: 0.991 - ETA: 0s - loss: 0.0293 - acc: 0.991 - ETA: 0s - loss: 0.0291 - acc: 0.991 - ETA: 0s - loss: 0.0290 - acc: 0.991 - ETA: 0s - loss: 0.0288 - acc: 0.991 - ETA: 0s - loss: 0.0286 - acc: 0.992 - ETA: 0s - loss: 0.0283 - acc: 0.992 - ETA: 0s - loss: 0.0281 - acc: 0.992 - ETA: 0s - loss: 0.0278 - acc: 0.992 - ETA: 0s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0280 - acc: 0.992 - ETA: 0s - loss: 0.0280 - acc: 0.992 - ETA: 0s - loss: 0.0278 - acc: 0.992 - ETA: 0s - loss: 0.0283 - acc: 0.992 - ETA: 0s - loss: 0.0284 - acc: 0.991 - ETA: 0s - loss: 0.0291 - acc: 0.991 - 5s 791us/step - loss: 0.0291 - acc: 0.9918 - val_loss: 0.7248 - val_acc: 0.8527 Epoch 00025: val_loss did not improve from 0.55729 Epoch 26/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0067 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.995 - ETA: 4s - loss: 0.0107 - acc: 0.996 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.995 - ETA: 4s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.996 - ETA: 4s - loss: 0.0201 - acc: 0.995 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.995 - ETA: 3s - loss: 0.0248 - acc: 0.994 - ETA: 3s - loss: 0.0265 - acc: 0.993 - ETA: 3s - loss: 0.0270 - acc: 0.993 - ETA: 3s - loss: 0.0264 - acc: 0.993 - ETA: 3s - loss: 0.0292 - acc: 0.993 - ETA: 3s - loss: 0.0284 - acc: 0.993 - ETA: 3s - loss: 0.0283 - acc: 0.993 - ETA: 3s - loss: 0.0294 - acc: 0.993 - ETA: 3s - loss: 0.0290 - acc: 0.993 - ETA: 3s - loss: 0.0285 - acc: 0.994 - ETA: 3s - loss: 0.0282 - acc: 0.993 - ETA: 3s - loss: 0.0274 - acc: 0.994 - ETA: 3s - loss: 0.0268 - acc: 0.994 - ETA: 3s - loss: 0.0285 - acc: 0.993 - ETA: 3s - loss: 0.0280 - acc: 0.993 - ETA: 3s - loss: 0.0274 - acc: 0.993 - ETA: 3s - loss: 0.0267 - acc: 0.994 - ETA: 2s - loss: 0.0267 - acc: 0.993 - ETA: 2s - loss: 0.0269 - acc: 0.993 - ETA: 2s - loss: 0.0264 - acc: 0.993 - ETA: 2s - loss: 0.0278 - acc: 0.993 - ETA: 2s - loss: 0.0274 - acc: 0.993 - ETA: 2s - loss: 0.0286 - acc: 0.993 - ETA: 2s - loss: 0.0281 - acc: 0.993 - ETA: 2s - loss: 0.0296 - acc: 0.992 - ETA: 2s - loss: 0.0295 - acc: 0.992 - ETA: 2s - loss: 0.0290 - acc: 0.992 - ETA: 2s - loss: 0.0289 - acc: 0.992 - ETA: 2s - loss: 0.0285 - acc: 0.992 - ETA: 2s - loss: 0.0284 - acc: 0.992 - ETA: 2s - loss: 0.0282 - acc: 0.992 - ETA: 2s - loss: 0.0277 - acc: 0.992 - ETA: 2s - loss: 0.0280 - acc: 0.992 - ETA: 2s - loss: 0.0281 - acc: 0.992 - ETA: 1s - loss: 0.0278 - acc: 0.992 - ETA: 1s - loss: 0.0274 - acc: 0.992 - ETA: 1s - loss: 0.0270 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 1s - loss: 0.0278 - acc: 0.992 - ETA: 1s - loss: 0.0277 - acc: 0.992 - ETA: 1s - loss: 0.0281 - acc: 0.992 - ETA: 1s - loss: 0.0280 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 1s - loss: 0.0274 - acc: 0.992 - ETA: 1s - loss: 0.0270 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.993 - ETA: 1s - loss: 0.0264 - acc: 0.993 - ETA: 1s - loss: 0.0261 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.993 - ETA: 1s - loss: 0.0257 - acc: 0.993 - ETA: 1s - loss: 0.0254 - acc: 0.993 - ETA: 0s - loss: 0.0251 - acc: 0.993 - ETA: 0s - loss: 0.0250 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.993 - ETA: 0s - loss: 0.0251 - acc: 0.993 - ETA: 0s - loss: 0.0248 - acc: 0.993 - ETA: 0s - loss: 0.0246 - acc: 0.993 - ETA: 0s - loss: 0.0244 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0256 - acc: 0.993 - ETA: 0s - loss: 0.0267 - acc: 0.993 - ETA: 0s - loss: 0.0267 - acc: 0.993 - ETA: 0s - loss: 0.0273 - acc: 0.993 - ETA: 0s - loss: 0.0271 - acc: 0.993 - ETA: 0s - loss: 0.0270 - acc: 0.993 - ETA: 0s - loss: 0.0280 - acc: 0.993 - ETA: 0s - loss: 0.0280 - acc: 0.993 - ETA: 0s - loss: 0.0278 - acc: 0.993 - 5s 793us/step - loss: 0.0285 - acc: 0.9928 - val_loss: 0.7316 - val_acc: 0.8551 Epoch 00026: val_loss did not improve from 0.55729 Epoch 27/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0463 - acc: 1.000 - ETA: 5s - loss: 0.0318 - acc: 0.987 - ETA: 5s - loss: 0.0359 - acc: 0.987 - ETA: 5s - loss: 0.0298 - acc: 0.990 - ETA: 4s - loss: 0.0228 - acc: 0.993 - ETA: 4s - loss: 0.0189 - acc: 0.994 - ETA: 4s - loss: 0.0198 - acc: 0.993 - ETA: 4s - loss: 0.0202 - acc: 0.994 - ETA: 4s - loss: 0.0184 - acc: 0.995 - ETA: 4s - loss: 0.0234 - acc: 0.994 - ETA: 4s - loss: 0.0247 - acc: 0.993 - ETA: 4s - loss: 0.0249 - acc: 0.992 - ETA: 4s - loss: 0.0234 - acc: 0.993 - ETA: 4s - loss: 0.0231 - acc: 0.993 - ETA: 4s - loss: 0.0225 - acc: 0.994 - ETA: 4s - loss: 0.0214 - acc: 0.994 - ETA: 4s - loss: 0.0212 - acc: 0.994 - ETA: 4s - loss: 0.0277 - acc: 0.993 - ETA: 4s - loss: 0.0266 - acc: 0.993 - ETA: 4s - loss: 0.0268 - acc: 0.993 - ETA: 3s - loss: 0.0254 - acc: 0.993 - ETA: 3s - loss: 0.0243 - acc: 0.993 - ETA: 3s - loss: 0.0235 - acc: 0.993 - ETA: 3s - loss: 0.0227 - acc: 0.994 - ETA: 3s - loss: 0.0224 - acc: 0.994 - ETA: 3s - loss: 0.0219 - acc: 0.994 - ETA: 3s - loss: 0.0211 - acc: 0.994 - ETA: 3s - loss: 0.0223 - acc: 0.994 - ETA: 3s - loss: 0.0217 - acc: 0.994 - ETA: 3s - loss: 0.0213 - acc: 0.994 - ETA: 3s - loss: 0.0215 - acc: 0.994 - ETA: 3s - loss: 0.0223 - acc: 0.993 - ETA: 3s - loss: 0.0225 - acc: 0.993 - ETA: 3s - loss: 0.0224 - acc: 0.993 - ETA: 3s - loss: 0.0220 - acc: 0.993 - ETA: 3s - loss: 0.0225 - acc: 0.993 - ETA: 3s - loss: 0.0222 - acc: 0.993 - ETA: 3s - loss: 0.0227 - acc: 0.993 - ETA: 2s - loss: 0.0229 - acc: 0.993 - ETA: 2s - loss: 0.0276 - acc: 0.992 - ETA: 2s - loss: 0.0275 - acc: 0.992 - ETA: 2s - loss: 0.0269 - acc: 0.992 - ETA: 2s - loss: 0.0267 - acc: 0.992 - ETA: 2s - loss: 0.0264 - acc: 0.992 - ETA: 2s - loss: 0.0259 - acc: 0.993 - ETA: 2s - loss: 0.0254 - acc: 0.993 - ETA: 2s - loss: 0.0257 - acc: 0.993 - ETA: 2s - loss: 0.0259 - acc: 0.993 - ETA: 2s - loss: 0.0261 - acc: 0.992 - ETA: 2s - loss: 0.0274 - acc: 0.992 - ETA: 2s - loss: 0.0275 - acc: 0.992 - ETA: 2s - loss: 0.0269 - acc: 0.992 - ETA: 2s - loss: 0.0271 - acc: 0.992 - ETA: 2s - loss: 0.0266 - acc: 0.993 - ETA: 2s - loss: 0.0265 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.993 - ETA: 1s - loss: 0.0257 - acc: 0.993 - ETA: 1s - loss: 0.0256 - acc: 0.993 - ETA: 1s - loss: 0.0254 - acc: 0.993 - ETA: 1s - loss: 0.0250 - acc: 0.993 - ETA: 1s - loss: 0.0250 - acc: 0.993 - ETA: 1s - loss: 0.0256 - acc: 0.993 - ETA: 1s - loss: 0.0265 - acc: 0.992 - ETA: 1s - loss: 0.0272 - acc: 0.992 - ETA: 1s - loss: 0.0272 - acc: 0.992 - ETA: 1s - loss: 0.0270 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0265 - acc: 0.993 - ETA: 1s - loss: 0.0262 - acc: 0.993 - ETA: 1s - loss: 0.0260 - acc: 0.993 - ETA: 1s - loss: 0.0257 - acc: 0.993 - ETA: 1s - loss: 0.0254 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0258 - acc: 0.993 - ETA: 0s - loss: 0.0265 - acc: 0.993 - ETA: 0s - loss: 0.0265 - acc: 0.993 - ETA: 0s - loss: 0.0263 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0258 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - ETA: 0s - loss: 0.0257 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.993 - ETA: 0s - loss: 0.0258 - acc: 0.993 - ETA: 0s - loss: 0.0256 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0252 - acc: 0.993 - ETA: 0s - loss: 0.0256 - acc: 0.993 - ETA: 0s - loss: 0.0255 - acc: 0.993 - ETA: 0s - loss: 0.0253 - acc: 0.993 - 5s 793us/step - loss: 0.0252 - acc: 0.9937 - val_loss: 0.7586 - val_acc: 0.8491 Epoch 00027: val_loss did not improve from 0.55729 Epoch 28/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0146 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 1.000 - ETA: 5s - loss: 0.0050 - acc: 1.000 - ETA: 4s - loss: 0.0156 - acc: 0.995 - ETA: 4s - loss: 0.0146 - acc: 0.996 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.994 - ETA: 4s - loss: 0.0170 - acc: 0.993 - ETA: 4s - loss: 0.0184 - acc: 0.992 - ETA: 4s - loss: 0.0198 - acc: 0.991 - ETA: 4s - loss: 0.0246 - acc: 0.990 - ETA: 4s - loss: 0.0233 - acc: 0.991 - ETA: 4s - loss: 0.0229 - acc: 0.992 - ETA: 4s - loss: 0.0223 - acc: 0.992 - ETA: 4s - loss: 0.0218 - acc: 0.992 - ETA: 4s - loss: 0.0209 - acc: 0.993 - ETA: 4s - loss: 0.0287 - acc: 0.992 - ETA: 4s - loss: 0.0277 - acc: 0.993 - ETA: 3s - loss: 0.0273 - acc: 0.993 - ETA: 3s - loss: 0.0262 - acc: 0.993 - ETA: 3s - loss: 0.0255 - acc: 0.994 - ETA: 3s - loss: 0.0247 - acc: 0.994 - ETA: 3s - loss: 0.0240 - acc: 0.994 - ETA: 3s - loss: 0.0242 - acc: 0.994 - ETA: 3s - loss: 0.0238 - acc: 0.994 - ETA: 3s - loss: 0.0230 - acc: 0.995 - ETA: 3s - loss: 0.0230 - acc: 0.994 - ETA: 3s - loss: 0.0230 - acc: 0.994 - ETA: 3s - loss: 0.0242 - acc: 0.993 - ETA: 3s - loss: 0.0249 - acc: 0.993 - ETA: 3s - loss: 0.0264 - acc: 0.992 - ETA: 3s - loss: 0.0256 - acc: 0.993 - ETA: 3s - loss: 0.0254 - acc: 0.993 - ETA: 3s - loss: 0.0250 - acc: 0.993 - ETA: 3s - loss: 0.0245 - acc: 0.993 - ETA: 3s - loss: 0.0240 - acc: 0.993 - ETA: 3s - loss: 0.0263 - acc: 0.993 - ETA: 2s - loss: 0.0258 - acc: 0.993 - ETA: 2s - loss: 0.0286 - acc: 0.992 - ETA: 2s - loss: 0.0281 - acc: 0.993 - ETA: 2s - loss: 0.0278 - acc: 0.993 - ETA: 2s - loss: 0.0279 - acc: 0.992 - ETA: 2s - loss: 0.0296 - acc: 0.992 - ETA: 2s - loss: 0.0291 - acc: 0.992 - ETA: 2s - loss: 0.0293 - acc: 0.992 - ETA: 2s - loss: 0.0290 - acc: 0.992 - ETA: 2s - loss: 0.0289 - acc: 0.992 - ETA: 2s - loss: 0.0284 - acc: 0.992 - ETA: 2s - loss: 0.0284 - acc: 0.992 - ETA: 2s - loss: 0.0281 - acc: 0.992 - ETA: 2s - loss: 0.0278 - acc: 0.992 - ETA: 2s - loss: 0.0279 - acc: 0.992 - ETA: 2s - loss: 0.0275 - acc: 0.992 - ETA: 2s - loss: 0.0275 - acc: 0.992 - ETA: 2s - loss: 0.0285 - acc: 0.992 - ETA: 2s - loss: 0.0281 - acc: 0.992 - ETA: 2s - loss: 0.0278 - acc: 0.992 - ETA: 1s - loss: 0.0275 - acc: 0.992 - ETA: 1s - loss: 0.0279 - acc: 0.992 - ETA: 1s - loss: 0.0276 - acc: 0.992 - ETA: 1s - loss: 0.0277 - acc: 0.992 - ETA: 1s - loss: 0.0274 - acc: 0.992 - ETA: 1s - loss: 0.0273 - acc: 0.992 - ETA: 1s - loss: 0.0274 - acc: 0.992 - ETA: 1s - loss: 0.0271 - acc: 0.992 - ETA: 1s - loss: 0.0270 - acc: 0.992 - ETA: 1s - loss: 0.0272 - acc: 0.992 - ETA: 1s - loss: 0.0275 - acc: 0.991 - ETA: 1s - loss: 0.0272 - acc: 0.991 - ETA: 1s - loss: 0.0269 - acc: 0.992 - ETA: 1s - loss: 0.0269 - acc: 0.992 - ETA: 1s - loss: 0.0267 - acc: 0.992 - ETA: 1s - loss: 0.0264 - acc: 0.992 - ETA: 1s - loss: 0.0261 - acc: 0.992 - ETA: 1s - loss: 0.0259 - acc: 0.992 - ETA: 1s - loss: 0.0279 - acc: 0.992 - ETA: 0s - loss: 0.0276 - acc: 0.992 - ETA: 0s - loss: 0.0277 - acc: 0.992 - ETA: 0s - loss: 0.0277 - acc: 0.992 - ETA: 0s - loss: 0.0275 - acc: 0.992 - ETA: 0s - loss: 0.0272 - acc: 0.992 - ETA: 0s - loss: 0.0270 - acc: 0.992 - ETA: 0s - loss: 0.0267 - acc: 0.992 - ETA: 0s - loss: 0.0265 - acc: 0.992 - ETA: 0s - loss: 0.0264 - acc: 0.992 - ETA: 0s - loss: 0.0261 - acc: 0.992 - ETA: 0s - loss: 0.0260 - acc: 0.992 - ETA: 0s - loss: 0.0258 - acc: 0.992 - ETA: 0s - loss: 0.0269 - acc: 0.992 - ETA: 0s - loss: 0.0267 - acc: 0.992 - ETA: 0s - loss: 0.0267 - acc: 0.992 - ETA: 0s - loss: 0.0264 - acc: 0.992 - ETA: 0s - loss: 0.0262 - acc: 0.992 - ETA: 0s - loss: 0.0261 - acc: 0.993 - ETA: 0s - loss: 0.0260 - acc: 0.993 - 6s 826us/step - loss: 0.0260 - acc: 0.9931 - val_loss: 0.7509 - val_acc: 0.8539 Epoch 00028: val_loss did not improve from 0.55729 Epoch 29/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0032 - acc: 1.000 - ETA: 5s - loss: 0.0132 - acc: 0.990 - ETA: 5s - loss: 0.0087 - acc: 0.993 - ETA: 5s - loss: 0.0235 - acc: 0.987 - ETA: 5s - loss: 0.0200 - acc: 0.990 - ETA: 4s - loss: 0.0176 - acc: 0.992 - ETA: 4s - loss: 0.0166 - acc: 0.993 - ETA: 4s - loss: 0.0152 - acc: 0.994 - ETA: 4s - loss: 0.0134 - acc: 0.994 - ETA: 4s - loss: 0.0128 - acc: 0.995 - ETA: 4s - loss: 0.0202 - acc: 0.994 - ETA: 4s - loss: 0.0189 - acc: 0.994 - ETA: 4s - loss: 0.0198 - acc: 0.994 - ETA: 4s - loss: 0.0241 - acc: 0.992 - ETA: 4s - loss: 0.0234 - acc: 0.992 - ETA: 4s - loss: 0.0224 - acc: 0.993 - ETA: 4s - loss: 0.0226 - acc: 0.993 - ETA: 4s - loss: 0.0272 - acc: 0.992 - ETA: 4s - loss: 0.0261 - acc: 0.992 - ETA: 4s - loss: 0.0254 - acc: 0.993 - ETA: 4s - loss: 0.0248 - acc: 0.992 - ETA: 4s - loss: 0.0245 - acc: 0.993 - ETA: 4s - loss: 0.0237 - acc: 0.993 - ETA: 4s - loss: 0.0238 - acc: 0.992 - ETA: 4s - loss: 0.0242 - acc: 0.992 - ETA: 3s - loss: 0.0234 - acc: 0.992 - ETA: 3s - loss: 0.0227 - acc: 0.993 - ETA: 3s - loss: 0.0217 - acc: 0.993 - ETA: 3s - loss: 0.0212 - acc: 0.993 - ETA: 3s - loss: 0.0207 - acc: 0.993 - ETA: 3s - loss: 0.0208 - acc: 0.994 - ETA: 3s - loss: 0.0209 - acc: 0.994 - ETA: 3s - loss: 0.0204 - acc: 0.994 - ETA: 3s - loss: 0.0198 - acc: 0.994 - ETA: 3s - loss: 0.0195 - acc: 0.994 - ETA: 3s - loss: 0.0192 - acc: 0.994 - ETA: 3s - loss: 0.0188 - acc: 0.995 - ETA: 3s - loss: 0.0183 - acc: 0.995 - ETA: 3s - loss: 0.0201 - acc: 0.994 - ETA: 3s - loss: 0.0207 - acc: 0.993 - ETA: 3s - loss: 0.0203 - acc: 0.994 - ETA: 3s - loss: 0.0202 - acc: 0.993 - ETA: 3s - loss: 0.0199 - acc: 0.993 - ETA: 3s - loss: 0.0213 - acc: 0.993 - ETA: 3s - loss: 0.0212 - acc: 0.993 - ETA: 2s - loss: 0.0211 - acc: 0.993 - ETA: 2s - loss: 0.0213 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0206 - acc: 0.994 - ETA: 2s - loss: 0.0203 - acc: 0.994 - ETA: 2s - loss: 0.0212 - acc: 0.994 - ETA: 2s - loss: 0.0211 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0207 - acc: 0.994 - ETA: 2s - loss: 0.0204 - acc: 0.994 - ETA: 2s - loss: 0.0203 - acc: 0.994 - ETA: 2s - loss: 0.0202 - acc: 0.994 - ETA: 2s - loss: 0.0201 - acc: 0.994 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0212 - acc: 0.993 - ETA: 2s - loss: 0.0211 - acc: 0.993 - ETA: 2s - loss: 0.0213 - acc: 0.993 - ETA: 2s - loss: 0.0212 - acc: 0.993 - ETA: 2s - loss: 0.0208 - acc: 0.993 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0205 - acc: 0.994 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0208 - acc: 0.993 - ETA: 1s - loss: 0.0206 - acc: 0.993 - ETA: 1s - loss: 0.0205 - acc: 0.993 - ETA: 1s - loss: 0.0203 - acc: 0.993 - ETA: 1s - loss: 0.0201 - acc: 0.994 - ETA: 1s - loss: 0.0199 - acc: 0.994 - ETA: 1s - loss: 0.0198 - acc: 0.994 - ETA: 1s - loss: 0.0196 - acc: 0.994 - ETA: 1s - loss: 0.0194 - acc: 0.994 - ETA: 1s - loss: 0.0192 - acc: 0.994 - ETA: 1s - loss: 0.0193 - acc: 0.994 - ETA: 1s - loss: 0.0205 - acc: 0.994 - ETA: 1s - loss: 0.0203 - acc: 0.994 - ETA: 1s - loss: 0.0201 - acc: 0.994 - ETA: 1s - loss: 0.0199 - acc: 0.994 - ETA: 1s - loss: 0.0199 - acc: 0.994 - ETA: 0s - loss: 0.0204 - acc: 0.994 - ETA: 0s - loss: 0.0203 - acc: 0.994 - ETA: 0s - loss: 0.0211 - acc: 0.994 - ETA: 0s - loss: 0.0210 - acc: 0.994 - ETA: 0s - loss: 0.0213 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.993 - ETA: 0s - loss: 0.0218 - acc: 0.993 - ETA: 0s - loss: 0.0218 - acc: 0.993 - ETA: 0s - loss: 0.0227 - acc: 0.993 - ETA: 0s - loss: 0.0225 - acc: 0.993 - ETA: 0s - loss: 0.0224 - acc: 0.993 - ETA: 0s - loss: 0.0222 - acc: 0.993 - ETA: 0s - loss: 0.0221 - acc: 0.993 - ETA: 0s - loss: 0.0221 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0217 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0216 - acc: 0.994 - 6s 834us/step - loss: 0.0214 - acc: 0.9942 - val_loss: 0.7656 - val_acc: 0.8527 Epoch 00029: val_loss did not improve from 0.55729 Epoch 30/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4091e-04 - acc: 1.000 - ETA: 5s - loss: 0.0041 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.000 - ETA: 5s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.995 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.995 - ETA: 4s - loss: 0.0263 - acc: 0.995 - ETA: 4s - loss: 0.0243 - acc: 0.995 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0229 - acc: 0.996 - ETA: 4s - loss: 0.0230 - acc: 0.995 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0240 - acc: 0.995 - ETA: 4s - loss: 0.0234 - acc: 0.995 - ETA: 4s - loss: 0.0230 - acc: 0.995 - ETA: 4s - loss: 0.0231 - acc: 0.995 - ETA: 4s - loss: 0.0277 - acc: 0.994 - ETA: 4s - loss: 0.0269 - acc: 0.994 - ETA: 4s - loss: 0.0261 - acc: 0.994 - ETA: 3s - loss: 0.0253 - acc: 0.994 - ETA: 3s - loss: 0.0252 - acc: 0.994 - ETA: 3s - loss: 0.0247 - acc: 0.994 - ETA: 3s - loss: 0.0243 - acc: 0.994 - ETA: 3s - loss: 0.0238 - acc: 0.994 - ETA: 3s - loss: 0.0232 - acc: 0.995 - ETA: 3s - loss: 0.0247 - acc: 0.994 - ETA: 3s - loss: 0.0242 - acc: 0.994 - ETA: 3s - loss: 0.0235 - acc: 0.995 - ETA: 3s - loss: 0.0231 - acc: 0.995 - ETA: 3s - loss: 0.0228 - acc: 0.995 - ETA: 3s - loss: 0.0250 - acc: 0.994 - ETA: 3s - loss: 0.0253 - acc: 0.993 - ETA: 3s - loss: 0.0247 - acc: 0.993 - ETA: 3s - loss: 0.0243 - acc: 0.993 - ETA: 3s - loss: 0.0238 - acc: 0.994 - ETA: 3s - loss: 0.0250 - acc: 0.993 - ETA: 3s - loss: 0.0246 - acc: 0.993 - ETA: 3s - loss: 0.0241 - acc: 0.994 - ETA: 3s - loss: 0.0235 - acc: 0.994 - ETA: 3s - loss: 0.0235 - acc: 0.994 - ETA: 2s - loss: 0.0238 - acc: 0.993 - ETA: 2s - loss: 0.0234 - acc: 0.993 - ETA: 2s - loss: 0.0232 - acc: 0.994 - ETA: 2s - loss: 0.0229 - acc: 0.994 - ETA: 2s - loss: 0.0225 - acc: 0.994 - ETA: 2s - loss: 0.0257 - acc: 0.993 - ETA: 2s - loss: 0.0252 - acc: 0.993 - ETA: 2s - loss: 0.0248 - acc: 0.994 - ETA: 2s - loss: 0.0248 - acc: 0.994 - ETA: 2s - loss: 0.0246 - acc: 0.994 - ETA: 2s - loss: 0.0242 - acc: 0.994 - ETA: 2s - loss: 0.0240 - acc: 0.994 - ETA: 2s - loss: 0.0237 - acc: 0.994 - ETA: 2s - loss: 0.0240 - acc: 0.994 - ETA: 2s - loss: 0.0237 - acc: 0.994 - ETA: 2s - loss: 0.0235 - acc: 0.994 - ETA: 2s - loss: 0.0232 - acc: 0.994 - ETA: 2s - loss: 0.0230 - acc: 0.994 - ETA: 2s - loss: 0.0228 - acc: 0.994 - ETA: 1s - loss: 0.0232 - acc: 0.994 - ETA: 1s - loss: 0.0247 - acc: 0.994 - ETA: 1s - loss: 0.0250 - acc: 0.994 - ETA: 1s - loss: 0.0256 - acc: 0.993 - ETA: 1s - loss: 0.0256 - acc: 0.993 - ETA: 1s - loss: 0.0253 - acc: 0.993 - ETA: 1s - loss: 0.0251 - acc: 0.994 - ETA: 1s - loss: 0.0248 - acc: 0.994 - ETA: 1s - loss: 0.0252 - acc: 0.993 - ETA: 1s - loss: 0.0250 - acc: 0.993 - ETA: 1s - loss: 0.0247 - acc: 0.993 - ETA: 1s - loss: 0.0249 - acc: 0.993 - ETA: 1s - loss: 0.0249 - acc: 0.993 - ETA: 1s - loss: 0.0246 - acc: 0.993 - ETA: 1s - loss: 0.0245 - acc: 0.993 - ETA: 1s - loss: 0.0243 - acc: 0.993 - ETA: 1s - loss: 0.0254 - acc: 0.993 - ETA: 1s - loss: 0.0252 - acc: 0.993 - ETA: 1s - loss: 0.0249 - acc: 0.993 - ETA: 0s - loss: 0.0246 - acc: 0.993 - ETA: 0s - loss: 0.0244 - acc: 0.993 - ETA: 0s - loss: 0.0245 - acc: 0.993 - ETA: 0s - loss: 0.0245 - acc: 0.993 - ETA: 0s - loss: 0.0245 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0241 - acc: 0.993 - ETA: 0s - loss: 0.0239 - acc: 0.993 - ETA: 0s - loss: 0.0242 - acc: 0.993 - ETA: 0s - loss: 0.0241 - acc: 0.993 - ETA: 0s - loss: 0.0243 - acc: 0.993 - ETA: 0s - loss: 0.0242 - acc: 0.993 - ETA: 0s - loss: 0.0242 - acc: 0.993 - ETA: 0s - loss: 0.0240 - acc: 0.993 - ETA: 0s - loss: 0.0238 - acc: 0.993 - ETA: 0s - loss: 0.0246 - acc: 0.993 - 6s 829us/step - loss: 0.0245 - acc: 0.9933 - val_loss: 0.7609 - val_acc: 0.8539 Epoch 00030: val_loss did not improve from 0.55729 Epoch 31/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0084 - acc: 1.000 - ETA: 5s - loss: 0.0048 - acc: 1.000 - ETA: 5s - loss: 0.0051 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 1.000 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0126 - acc: 0.996 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0121 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.996 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.995 - ETA: 3s - loss: 0.0153 - acc: 0.995 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0156 - acc: 0.995 - ETA: 3s - loss: 0.0164 - acc: 0.995 - ETA: 3s - loss: 0.0160 - acc: 0.995 - ETA: 3s - loss: 0.0170 - acc: 0.995 - ETA: 3s - loss: 0.0184 - acc: 0.994 - ETA: 3s - loss: 0.0180 - acc: 0.994 - ETA: 2s - loss: 0.0179 - acc: 0.994 - ETA: 2s - loss: 0.0176 - acc: 0.994 - ETA: 2s - loss: 0.0175 - acc: 0.994 - ETA: 2s - loss: 0.0188 - acc: 0.994 - ETA: 2s - loss: 0.0192 - acc: 0.994 - ETA: 2s - loss: 0.0214 - acc: 0.993 - ETA: 2s - loss: 0.0210 - acc: 0.993 - ETA: 2s - loss: 0.0206 - acc: 0.993 - ETA: 2s - loss: 0.0204 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0207 - acc: 0.993 - ETA: 2s - loss: 0.0207 - acc: 0.993 - ETA: 2s - loss: 0.0210 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0212 - acc: 0.993 - ETA: 2s - loss: 0.0209 - acc: 0.993 - ETA: 2s - loss: 0.0227 - acc: 0.993 - ETA: 1s - loss: 0.0224 - acc: 0.993 - ETA: 1s - loss: 0.0221 - acc: 0.993 - ETA: 1s - loss: 0.0218 - acc: 0.993 - ETA: 1s - loss: 0.0215 - acc: 0.993 - ETA: 1s - loss: 0.0215 - acc: 0.993 - ETA: 1s - loss: 0.0212 - acc: 0.993 - ETA: 1s - loss: 0.0209 - acc: 0.993 - ETA: 1s - loss: 0.0208 - acc: 0.993 - ETA: 1s - loss: 0.0207 - acc: 0.993 - ETA: 1s - loss: 0.0204 - acc: 0.994 - ETA: 1s - loss: 0.0206 - acc: 0.993 - ETA: 1s - loss: 0.0204 - acc: 0.994 - ETA: 1s - loss: 0.0204 - acc: 0.993 - ETA: 1s - loss: 0.0201 - acc: 0.993 - ETA: 1s - loss: 0.0198 - acc: 0.994 - ETA: 1s - loss: 0.0197 - acc: 0.994 - ETA: 1s - loss: 0.0198 - acc: 0.994 - ETA: 0s - loss: 0.0198 - acc: 0.993 - ETA: 0s - loss: 0.0200 - acc: 0.993 - ETA: 0s - loss: 0.0199 - acc: 0.993 - ETA: 0s - loss: 0.0198 - acc: 0.993 - ETA: 0s - loss: 0.0207 - acc: 0.993 - ETA: 0s - loss: 0.0206 - acc: 0.993 - ETA: 0s - loss: 0.0204 - acc: 0.993 - ETA: 0s - loss: 0.0202 - acc: 0.993 - ETA: 0s - loss: 0.0200 - acc: 0.994 - ETA: 0s - loss: 0.0199 - acc: 0.994 - ETA: 0s - loss: 0.0204 - acc: 0.994 - ETA: 0s - loss: 0.0216 - acc: 0.993 - ETA: 0s - loss: 0.0214 - acc: 0.994 - ETA: 0s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0210 - acc: 0.994 - ETA: 0s - loss: 0.0208 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.994 - 5s 796us/step - loss: 0.0206 - acc: 0.9943 - val_loss: 0.8310 - val_acc: 0.8383 Epoch 00031: val_loss did not improve from 0.55729 Epoch 32/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1873e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.996 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0112 - acc: 0.996 - ETA: 4s - loss: 0.0106 - acc: 0.996 - ETA: 4s - loss: 0.0179 - acc: 0.995 - ETA: 4s - loss: 0.0175 - acc: 0.995 - ETA: 4s - loss: 0.0169 - acc: 0.995 - ETA: 3s - loss: 0.0167 - acc: 0.995 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0168 - acc: 0.995 - ETA: 3s - loss: 0.0168 - acc: 0.995 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0157 - acc: 0.995 - ETA: 3s - loss: 0.0153 - acc: 0.995 - ETA: 3s - loss: 0.0152 - acc: 0.995 - ETA: 3s - loss: 0.0148 - acc: 0.995 - ETA: 3s - loss: 0.0144 - acc: 0.995 - ETA: 3s - loss: 0.0150 - acc: 0.995 - ETA: 3s - loss: 0.0178 - acc: 0.994 - ETA: 3s - loss: 0.0178 - acc: 0.994 - ETA: 3s - loss: 0.0173 - acc: 0.994 - ETA: 3s - loss: 0.0172 - acc: 0.994 - ETA: 3s - loss: 0.0167 - acc: 0.994 - ETA: 3s - loss: 0.0183 - acc: 0.994 - ETA: 2s - loss: 0.0180 - acc: 0.994 - ETA: 2s - loss: 0.0176 - acc: 0.994 - ETA: 2s - loss: 0.0173 - acc: 0.994 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0167 - acc: 0.995 - ETA: 2s - loss: 0.0164 - acc: 0.995 - ETA: 2s - loss: 0.0166 - acc: 0.995 - ETA: 2s - loss: 0.0163 - acc: 0.995 - ETA: 2s - loss: 0.0161 - acc: 0.995 - ETA: 2s - loss: 0.0158 - acc: 0.995 - ETA: 2s - loss: 0.0156 - acc: 0.995 - ETA: 2s - loss: 0.0154 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0151 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.995 - ETA: 1s - loss: 0.0150 - acc: 0.995 - ETA: 1s - loss: 0.0149 - acc: 0.995 - ETA: 1s - loss: 0.0149 - acc: 0.995 - ETA: 1s - loss: 0.0149 - acc: 0.995 - ETA: 1s - loss: 0.0148 - acc: 0.995 - ETA: 1s - loss: 0.0146 - acc: 0.995 - ETA: 1s - loss: 0.0144 - acc: 0.995 - ETA: 1s - loss: 0.0143 - acc: 0.995 - ETA: 1s - loss: 0.0142 - acc: 0.995 - ETA: 1s - loss: 0.0142 - acc: 0.995 - ETA: 1s - loss: 0.0140 - acc: 0.995 - ETA: 1s - loss: 0.0148 - acc: 0.995 - ETA: 1s - loss: 0.0147 - acc: 0.995 - ETA: 1s - loss: 0.0145 - acc: 0.995 - ETA: 1s - loss: 0.0144 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.995 - ETA: 1s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.995 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0172 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0173 - acc: 0.995 - ETA: 0s - loss: 0.0176 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0172 - acc: 0.995 - ETA: 0s - loss: 0.0170 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.995 - ETA: 0s - loss: 0.0180 - acc: 0.995 - 5s 797us/step - loss: 0.0178 - acc: 0.9952 - val_loss: 0.7746 - val_acc: 0.8443 Epoch 00032: val_loss did not improve from 0.55729 Epoch 33/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.8999e-04 - acc: 1.000 - ETA: 5s - loss: 0.0087 - acc: 1.0000 - ETA: 5s - loss: 0.0051 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 1.000 - ETA: 4s - loss: 0.0185 - acc: 0.999 - ETA: 4s - loss: 0.0178 - acc: 0.999 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0167 - acc: 0.996 - ETA: 1s - loss: 0.0167 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0178 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0178 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - 5s 797us/step - loss: 0.0177 - acc: 0.9964 - val_loss: 0.7396 - val_acc: 0.8527 Epoch 00033: val_loss did not improve from 0.55729 Epoch 34/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - 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acc: 0.995 - ETA: 2s - loss: 0.0206 - acc: 0.995 - ETA: 2s - loss: 0.0204 - acc: 0.995 - ETA: 2s - loss: 0.0200 - acc: 0.995 - ETA: 2s - loss: 0.0204 - acc: 0.995 - ETA: 2s - loss: 0.0201 - acc: 0.995 - ETA: 2s - loss: 0.0198 - acc: 0.995 - ETA: 2s - loss: 0.0194 - acc: 0.995 - ETA: 2s - loss: 0.0198 - acc: 0.995 - ETA: 1s - loss: 0.0195 - acc: 0.995 - ETA: 1s - loss: 0.0191 - acc: 0.995 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0185 - acc: 0.995 - ETA: 1s - loss: 0.0195 - acc: 0.995 - ETA: 1s - loss: 0.0194 - acc: 0.995 - ETA: 1s - loss: 0.0191 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0186 - acc: 0.995 - ETA: 1s - loss: 0.0184 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0173 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0177 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0181 - acc: 0.995 - ETA: 0s - loss: 0.0192 - acc: 0.995 - ETA: 0s - loss: 0.0200 - acc: 0.995 - ETA: 0s - loss: 0.0235 - acc: 0.994 - ETA: 0s - loss: 0.0233 - acc: 0.994 - ETA: 0s - loss: 0.0231 - acc: 0.994 - ETA: 0s - loss: 0.0229 - acc: 0.994 - ETA: 0s - loss: 0.0226 - acc: 0.994 - 5s 794us/step - loss: 0.0226 - acc: 0.9949 - val_loss: 0.7917 - val_acc: 0.8479 Epoch 00034: val_loss did not improve from 0.55729 Epoch 35/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0069 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0082 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.996 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0149 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0134 - acc: 0.996 - ETA: 3s - loss: 0.0134 - acc: 0.996 - ETA: 3s - loss: 0.0131 - acc: 0.996 - 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acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0173 - acc: 0.996 - ETA: 1s - loss: 0.0173 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0188 - acc: 0.995 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0196 - acc: 0.995 - ETA: 1s - loss: 0.0194 - acc: 0.995 - ETA: 0s - loss: 0.0198 - acc: 0.995 - ETA: 0s - loss: 0.0198 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0195 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0196 - acc: 0.995 - ETA: 0s - loss: 0.0197 - acc: 0.995 - ETA: 0s - loss: 0.0195 - acc: 0.995 - ETA: 0s - loss: 0.0193 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0191 - acc: 0.995 - ETA: 0s - loss: 0.0189 - acc: 0.995 - ETA: 0s - loss: 0.0187 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - 5s 794us/step - loss: 0.0183 - acc: 0.9958 - val_loss: 0.7856 - val_acc: 0.8479 Epoch 00035: val_loss did not improve from 0.55729 Epoch 36/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0503 - acc: 0.994 - ETA: 4s - loss: 0.0379 - acc: 0.995 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.996 - ETA: 4s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.995 - ETA: 4s - loss: 0.0143 - acc: 0.996 - ETA: 4s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0158 - acc: 0.995 - ETA: 3s - loss: 0.0154 - acc: 0.995 - ETA: 3s - loss: 0.0148 - acc: 0.995 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0141 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0128 - acc: 0.996 - ETA: 1s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0128 - acc: 0.996 - ETA: 1s - loss: 0.0126 - acc: 0.996 - ETA: 1s - loss: 0.0125 - acc: 0.996 - ETA: 1s - loss: 0.0123 - acc: 0.996 - ETA: 1s - loss: 0.0121 - acc: 0.996 - ETA: 1s - loss: 0.0120 - acc: 0.996 - ETA: 1s - loss: 0.0118 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0115 - acc: 0.996 - ETA: 1s - loss: 0.0118 - acc: 0.996 - ETA: 1s - loss: 0.0117 - acc: 0.996 - ETA: 1s - loss: 0.0130 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0127 - acc: 0.996 - ETA: 0s - loss: 0.0128 - acc: 0.996 - ETA: 0s - loss: 0.0127 - acc: 0.996 - ETA: 0s - loss: 0.0126 - acc: 0.996 - ETA: 0s - loss: 0.0139 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.995 - ETA: 0s - loss: 0.0157 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0154 - acc: 0.995 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.995 - ETA: 0s - loss: 0.0169 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.995 - 5s 791us/step - loss: 0.0166 - acc: 0.9960 - val_loss: 0.8138 - val_acc: 0.8539 Epoch 00036: val_loss did not improve from 0.55729 Epoch 37/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2041e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.996 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.996 - ETA: 3s - loss: 0.0224 - acc: 0.995 - ETA: 3s - loss: 0.0216 - acc: 0.995 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0205 - 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ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0167 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0165 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0197 - acc: 0.996 - ETA: 0s - loss: 0.0195 - acc: 0.996 - ETA: 0s - loss: 0.0194 - acc: 0.996 - ETA: 0s - loss: 0.0192 - acc: 0.996 - ETA: 0s - loss: 0.0192 - acc: 0.996 - ETA: 0s - loss: 0.0204 - acc: 0.995 - 5s 792us/step - loss: 0.0202 - acc: 0.9958 - val_loss: 0.8234 - val_acc: 0.8383 Epoch 00037: val_loss did not improve from 0.55729 Epoch 38/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0201 - acc: 1.000 - ETA: 5s - loss: 0.0058 - acc: 1.000 - ETA: 5s - loss: 0.0226 - acc: 0.993 - ETA: 4s - loss: 0.0204 - acc: 0.995 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.996 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.997 - 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acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.995 - ETA: 2s - loss: 0.0195 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0189 - acc: 0.996 - ETA: 2s - loss: 0.0187 - acc: 0.996 - ETA: 2s - loss: 0.0185 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.996 - ETA: 2s - loss: 0.0180 - acc: 0.996 - ETA: 2s - loss: 0.0177 - acc: 0.996 - ETA: 2s - loss: 0.0173 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0167 - acc: 0.996 - ETA: 2s - loss: 0.0164 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - ETA: 0s - loss: 0.0145 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - 5s 791us/step - loss: 0.0143 - acc: 0.9967 - val_loss: 0.8273 - val_acc: 0.8527 Epoch 00038: val_loss did not improve from 0.55729 Epoch 39/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2703e-04 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 1.0000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.995 - ETA: 4s - loss: 0.0116 - acc: 0.996 - ETA: 4s - loss: 0.0153 - acc: 0.995 - ETA: 4s - loss: 0.0145 - acc: 0.995 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.996 - ETA: 4s - loss: 0.0129 - acc: 0.996 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0132 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.994 - ETA: 4s - loss: 0.0185 - acc: 0.994 - ETA: 3s - loss: 0.0176 - acc: 0.994 - ETA: 3s - loss: 0.0174 - acc: 0.994 - ETA: 3s - loss: 0.0166 - acc: 0.995 - ETA: 3s - loss: 0.0162 - acc: 0.995 - ETA: 3s - loss: 0.0159 - acc: 0.994 - ETA: 3s - loss: 0.0153 - acc: 0.995 - ETA: 3s - loss: 0.0147 - acc: 0.995 - ETA: 3s - loss: 0.0142 - acc: 0.995 - ETA: 3s - loss: 0.0140 - acc: 0.995 - ETA: 3s - loss: 0.0135 - acc: 0.995 - ETA: 3s - loss: 0.0146 - acc: 0.995 - ETA: 3s - loss: 0.0158 - acc: 0.995 - ETA: 3s - loss: 0.0154 - acc: 0.995 - ETA: 3s - loss: 0.0169 - acc: 0.995 - ETA: 3s - loss: 0.0167 - acc: 0.995 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 3s - loss: 0.0161 - acc: 0.995 - ETA: 2s - loss: 0.0160 - acc: 0.995 - ETA: 2s - loss: 0.0156 - acc: 0.995 - ETA: 2s - loss: 0.0154 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0150 - acc: 0.995 - ETA: 2s - loss: 0.0147 - acc: 0.995 - ETA: 2s - loss: 0.0173 - acc: 0.995 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0165 - acc: 0.995 - ETA: 2s - loss: 0.0162 - acc: 0.995 - ETA: 2s - loss: 0.0165 - acc: 0.995 - ETA: 2s - loss: 0.0171 - acc: 0.994 - ETA: 2s - loss: 0.0168 - acc: 0.994 - ETA: 2s - loss: 0.0166 - acc: 0.994 - ETA: 2s - loss: 0.0163 - acc: 0.995 - ETA: 2s - loss: 0.0160 - acc: 0.995 - ETA: 2s - loss: 0.0158 - acc: 0.995 - ETA: 1s - loss: 0.0158 - acc: 0.995 - ETA: 1s - loss: 0.0157 - acc: 0.995 - ETA: 1s - loss: 0.0155 - acc: 0.995 - ETA: 1s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0159 - acc: 0.995 - ETA: 1s - loss: 0.0157 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.995 - ETA: 1s - loss: 0.0161 - acc: 0.995 - ETA: 1s - loss: 0.0159 - acc: 0.995 - ETA: 1s - loss: 0.0160 - acc: 0.995 - ETA: 1s - loss: 0.0164 - acc: 0.995 - ETA: 1s - loss: 0.0165 - acc: 0.995 - ETA: 1s - loss: 0.0163 - acc: 0.995 - ETA: 1s - loss: 0.0161 - acc: 0.995 - ETA: 1s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0162 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0172 - acc: 0.995 - ETA: 0s - loss: 0.0183 - acc: 0.994 - ETA: 0s - loss: 0.0183 - acc: 0.994 - ETA: 0s - loss: 0.0185 - acc: 0.994 - ETA: 0s - loss: 0.0184 - acc: 0.994 - ETA: 0s - loss: 0.0182 - acc: 0.994 - ETA: 0s - loss: 0.0181 - acc: 0.995 - ETA: 0s - loss: 0.0189 - acc: 0.994 - ETA: 0s - loss: 0.0189 - acc: 0.994 - ETA: 0s - loss: 0.0187 - acc: 0.995 - ETA: 0s - loss: 0.0185 - acc: 0.995 - ETA: 0s - loss: 0.0183 - acc: 0.995 - ETA: 0s - loss: 0.0181 - acc: 0.995 - 5s 791us/step - loss: 0.0180 - acc: 0.9952 - val_loss: 0.8087 - val_acc: 0.8575 Epoch 00039: val_loss did not improve from 0.55729 Epoch 40/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0849e-04 - acc: 1.000 - ETA: 5s - loss: 1.6718e-04 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 5s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.995 - ETA: 4s - loss: 0.0113 - acc: 0.996 - ETA: 4s - loss: 0.0134 - acc: 0.995 - ETA: 4s - loss: 0.0121 - acc: 0.995 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - 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ETA: 1s - loss: 0.0129 - acc: 0.995 - ETA: 1s - loss: 0.0133 - acc: 0.995 - ETA: 1s - loss: 0.0131 - acc: 0.995 - ETA: 1s - loss: 0.0131 - acc: 0.995 - ETA: 1s - loss: 0.0129 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.995 - ETA: 1s - loss: 0.0135 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0131 - acc: 0.996 - ETA: 0s - loss: 0.0130 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.995 - ETA: 0s - loss: 0.0147 - acc: 0.995 - ETA: 0s - loss: 0.0156 - acc: 0.995 - ETA: 0s - loss: 0.0162 - acc: 0.995 - ETA: 0s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0157 - acc: 0.995 - ETA: 0s - loss: 0.0156 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - 5s 816us/step - loss: 0.0148 - acc: 0.9961 - val_loss: 0.8623 - val_acc: 0.8623 Epoch 00040: val_loss did not improve from 0.55729 Epoch 41/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.9983e-04 - acc: 1.000 - ETA: 5s - loss: 7.4648e-04 - acc: 1.000 - ETA: 5s - loss: 9.5231e-04 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 8.9409e-04 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.993 - ETA: 4s - loss: 0.0159 - acc: 0.993 - ETA: 4s - loss: 0.0154 - acc: 0.994 - ETA: 4s - loss: 0.0144 - acc: 0.994 - ETA: 4s - loss: 0.0134 - acc: 0.995 - ETA: 4s - loss: 0.0126 - acc: 0.995 - ETA: 4s - loss: 0.0120 - acc: 0.995 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0125 - acc: 0.995 - ETA: 4s - loss: 0.0119 - acc: 0.995 - ETA: 4s - loss: 0.0137 - acc: 0.994 - ETA: 4s - loss: 0.0229 - acc: 0.991 - ETA: 4s - loss: 0.0220 - acc: 0.991 - ETA: 4s - loss: 0.0212 - acc: 0.992 - ETA: 4s - loss: 0.0204 - acc: 0.992 - ETA: 4s - loss: 0.0197 - acc: 0.992 - ETA: 4s - loss: 0.0193 - acc: 0.993 - ETA: 4s - loss: 0.0186 - acc: 0.993 - ETA: 4s - loss: 0.0180 - acc: 0.993 - ETA: 3s - loss: 0.0174 - acc: 0.993 - ETA: 3s - loss: 0.0198 - acc: 0.993 - ETA: 3s - loss: 0.0192 - acc: 0.993 - ETA: 3s - loss: 0.0185 - acc: 0.994 - ETA: 3s - loss: 0.0190 - acc: 0.993 - ETA: 3s - loss: 0.0184 - acc: 0.993 - ETA: 3s - loss: 0.0181 - acc: 0.994 - ETA: 3s - loss: 0.0177 - acc: 0.994 - ETA: 3s - loss: 0.0172 - acc: 0.994 - ETA: 3s - loss: 0.0177 - acc: 0.994 - ETA: 3s - loss: 0.0174 - acc: 0.994 - ETA: 3s - loss: 0.0168 - acc: 0.994 - ETA: 3s - loss: 0.0167 - acc: 0.994 - ETA: 3s - loss: 0.0164 - acc: 0.994 - ETA: 3s - loss: 0.0161 - acc: 0.994 - ETA: 3s - loss: 0.0159 - acc: 0.995 - 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acc: 0.995 - ETA: 1s - loss: 0.0158 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.995 - ETA: 1s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0155 - acc: 0.995 - ETA: 1s - loss: 0.0159 - acc: 0.995 - ETA: 1s - loss: 0.0158 - acc: 0.995 - ETA: 1s - loss: 0.0157 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0164 - acc: 0.994 - ETA: 0s - loss: 0.0161 - acc: 0.995 - ETA: 0s - loss: 0.0161 - acc: 0.995 - ETA: 0s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0156 - acc: 0.995 - ETA: 0s - loss: 0.0162 - acc: 0.995 - ETA: 0s - loss: 0.0161 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.994 - ETA: 0s - loss: 0.0167 - acc: 0.994 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0164 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.994 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0164 - acc: 0.995 - 6s 836us/step - loss: 0.0163 - acc: 0.9951 - val_loss: 0.8368 - val_acc: 0.8467 Epoch 00041: val_loss did not improve from 0.55729 Epoch 42/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9337e-04 - acc: 1.000 - ETA: 5s - loss: 0.0455 - acc: 0.9875 - ETA: 5s - loss: 0.0262 - acc: 0.992 - ETA: 5s - loss: 0.0233 - acc: 0.995 - ETA: 5s - loss: 0.0208 - acc: 0.996 - ETA: 5s - loss: 0.0190 - acc: 0.994 - ETA: 5s - loss: 0.0168 - acc: 0.995 - ETA: 4s - loss: 0.0142 - acc: 0.995 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 4s - loss: 0.0133 - acc: 0.995 - ETA: 4s - loss: 0.0167 - acc: 0.994 - ETA: 4s - loss: 0.0155 - acc: 0.995 - ETA: 4s - loss: 0.0145 - acc: 0.995 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0175 - acc: 0.995 - ETA: 4s - loss: 0.0180 - acc: 0.994 - ETA: 4s - loss: 0.0172 - acc: 0.995 - ETA: 4s - loss: 0.0171 - acc: 0.995 - ETA: 4s - loss: 0.0162 - acc: 0.995 - ETA: 4s - loss: 0.0154 - acc: 0.995 - ETA: 4s - loss: 0.0149 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0118 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0126 - acc: 0.996 - ETA: 3s - loss: 0.0123 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.996 - ETA: 2s - loss: 0.0111 - acc: 0.996 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - 5s 795us/step - loss: 0.0160 - acc: 0.9963 - val_loss: 0.8215 - val_acc: 0.8491 Epoch 00042: val_loss did not improve from 0.55729 Epoch 43/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.990 - ETA: 5s - loss: 0.0131 - acc: 0.993 - ETA: 4s - loss: 0.0094 - acc: 0.995 - ETA: 4s - loss: 0.0075 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.996 - ETA: 3s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0118 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0110 - acc: 0.996 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.996 - ETA: 2s - loss: 0.0161 - acc: 0.996 - ETA: 2s - loss: 0.0158 - acc: 0.996 - ETA: 2s - loss: 0.0155 - acc: 0.996 - ETA: 2s - loss: 0.0152 - acc: 0.996 - ETA: 2s - loss: 0.0149 - acc: 0.996 - ETA: 2s - loss: 0.0146 - acc: 0.996 - ETA: 2s - loss: 0.0144 - acc: 0.996 - ETA: 2s - loss: 0.0141 - acc: 0.996 - ETA: 2s - loss: 0.0142 - acc: 0.996 - ETA: 2s - loss: 0.0140 - acc: 0.996 - ETA: 2s - loss: 0.0138 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0143 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.996 - ETA: 1s - loss: 0.0138 - acc: 0.996 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0137 - acc: 0.996 - ETA: 0s - loss: 0.0135 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0130 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0158 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - 5s 794us/step - loss: 0.0148 - acc: 0.9967 - val_loss: 0.9098 - val_acc: 0.8467 Epoch 00043: val_loss did not improve from 0.55729 Epoch 44/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 5s - loss: 0.1975 - acc: 0.987 - ETA: 5s - loss: 0.0989 - acc: 0.993 - ETA: 4s - loss: 0.0923 - acc: 0.991 - ETA: 4s - loss: 0.0964 - acc: 0.990 - ETA: 4s - loss: 0.0833 - acc: 0.990 - ETA: 4s - loss: 0.0735 - acc: 0.991 - ETA: 4s - loss: 0.0664 - acc: 0.990 - ETA: 4s - loss: 0.0602 - acc: 0.991 - ETA: 4s - loss: 0.0535 - acc: 0.992 - ETA: 4s - loss: 0.0479 - acc: 0.993 - ETA: 4s - loss: 0.0460 - acc: 0.992 - ETA: 4s - loss: 0.0430 - acc: 0.993 - ETA: 4s - loss: 0.0432 - acc: 0.992 - ETA: 4s - loss: 0.0411 - acc: 0.992 - ETA: 4s - loss: 0.0390 - acc: 0.992 - ETA: 4s - loss: 0.0464 - acc: 0.990 - ETA: 4s - loss: 0.0451 - acc: 0.989 - ETA: 4s - loss: 0.0425 - acc: 0.990 - ETA: 4s - loss: 0.0423 - acc: 0.990 - ETA: 3s - loss: 0.0406 - acc: 0.990 - ETA: 3s - loss: 0.0403 - acc: 0.989 - ETA: 3s - loss: 0.0385 - acc: 0.990 - ETA: 3s - loss: 0.0367 - acc: 0.990 - ETA: 3s - loss: 0.0356 - acc: 0.991 - ETA: 3s - loss: 0.0341 - acc: 0.991 - ETA: 3s - loss: 0.0328 - acc: 0.991 - ETA: 3s - loss: 0.0316 - acc: 0.992 - ETA: 3s - loss: 0.0308 - acc: 0.992 - ETA: 3s - loss: 0.0298 - acc: 0.992 - ETA: 3s - loss: 0.0321 - acc: 0.992 - ETA: 3s - loss: 0.0313 - acc: 0.992 - ETA: 3s - loss: 0.0303 - acc: 0.992 - ETA: 3s - loss: 0.0297 - acc: 0.992 - ETA: 3s - loss: 0.0316 - acc: 0.992 - ETA: 3s - loss: 0.0308 - acc: 0.992 - ETA: 3s - loss: 0.0308 - acc: 0.992 - ETA: 3s - loss: 0.0347 - acc: 0.992 - ETA: 2s - loss: 0.0340 - acc: 0.992 - ETA: 2s - loss: 0.0331 - acc: 0.992 - ETA: 2s - loss: 0.0323 - acc: 0.992 - ETA: 2s - loss: 0.0318 - acc: 0.992 - ETA: 2s - loss: 0.0311 - acc: 0.993 - ETA: 2s - loss: 0.0304 - acc: 0.993 - ETA: 2s - loss: 0.0297 - acc: 0.993 - ETA: 2s - loss: 0.0291 - acc: 0.993 - ETA: 2s - loss: 0.0292 - acc: 0.993 - ETA: 2s - loss: 0.0285 - acc: 0.993 - ETA: 2s - loss: 0.0284 - acc: 0.993 - ETA: 2s - loss: 0.0281 - acc: 0.993 - ETA: 2s - loss: 0.0275 - acc: 0.993 - ETA: 2s - loss: 0.0271 - acc: 0.993 - ETA: 2s - loss: 0.0266 - acc: 0.993 - ETA: 2s - loss: 0.0263 - acc: 0.993 - ETA: 2s - loss: 0.0266 - acc: 0.993 - ETA: 1s - loss: 0.0261 - acc: 0.993 - ETA: 1s - loss: 0.0259 - acc: 0.993 - ETA: 1s - loss: 0.0254 - acc: 0.993 - ETA: 1s - loss: 0.0250 - acc: 0.993 - ETA: 1s - loss: 0.0247 - acc: 0.993 - ETA: 1s - loss: 0.0245 - acc: 0.993 - ETA: 1s - loss: 0.0242 - acc: 0.993 - ETA: 1s - loss: 0.0238 - acc: 0.994 - ETA: 1s - loss: 0.0235 - acc: 0.994 - ETA: 1s - loss: 0.0231 - acc: 0.994 - ETA: 1s - loss: 0.0227 - acc: 0.994 - ETA: 1s - loss: 0.0225 - acc: 0.994 - ETA: 1s - loss: 0.0221 - acc: 0.994 - ETA: 1s - loss: 0.0218 - acc: 0.994 - ETA: 1s - loss: 0.0215 - acc: 0.994 - ETA: 1s - loss: 0.0213 - acc: 0.994 - ETA: 1s - loss: 0.0212 - acc: 0.994 - ETA: 0s - loss: 0.0209 - acc: 0.994 - ETA: 0s - loss: 0.0207 - acc: 0.994 - ETA: 0s - loss: 0.0205 - acc: 0.994 - ETA: 0s - loss: 0.0223 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0236 - acc: 0.994 - ETA: 0s - loss: 0.0237 - acc: 0.994 - ETA: 0s - loss: 0.0234 - acc: 0.994 - ETA: 0s - loss: 0.0231 - acc: 0.994 - ETA: 0s - loss: 0.0229 - acc: 0.994 - ETA: 0s - loss: 0.0226 - acc: 0.994 - ETA: 0s - loss: 0.0224 - acc: 0.994 - ETA: 0s - loss: 0.0222 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0218 - acc: 0.994 - ETA: 0s - loss: 0.0219 - acc: 0.994 - 5s 792us/step - loss: 0.0218 - acc: 0.9945 - val_loss: 0.8702 - val_acc: 0.8503 Epoch 00044: val_loss did not improve from 0.55729 Epoch 45/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0619 - acc: 0.950 - ETA: 5s - loss: 0.0278 - acc: 0.980 - ETA: 5s - loss: 0.0191 - acc: 0.988 - ETA: 4s - loss: 0.0139 - acc: 0.992 - ETA: 4s - loss: 0.0116 - acc: 0.993 - ETA: 4s - loss: 0.0094 - acc: 0.995 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 4s - loss: 0.0074 - acc: 0.996 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0107 - acc: 0.996 - ETA: 3s - loss: 0.0168 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.996 - ETA: 2s - loss: 0.0137 - acc: 0.996 - ETA: 2s - loss: 0.0146 - acc: 0.996 - ETA: 2s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0140 - acc: 0.996 - ETA: 1s - loss: 0.0137 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - 5s 792us/step - loss: 0.0117 - acc: 0.9976 - val_loss: 0.8815 - val_acc: 0.8527 Epoch 00045: val_loss did not improve from 0.55729 Epoch 46/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5518e-04 - acc: 1.000 - ETA: 4s - loss: 0.1193 - acc: 0.9900 - ETA: 4s - loss: 0.0694 - acc: 0.994 - ETA: 4s - loss: 0.0517 - acc: 0.996 - ETA: 4s - loss: 0.0423 - acc: 0.996 - ETA: 4s - loss: 0.0340 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.995 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.995 - ETA: 4s - loss: 0.0223 - acc: 0.995 - ETA: 4s - loss: 0.0202 - acc: 0.996 - ETA: 4s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.996 - ETA: 4s - loss: 0.0238 - acc: 0.995 - ETA: 4s - loss: 0.0228 - acc: 0.995 - ETA: 4s - loss: 0.0216 - acc: 0.995 - ETA: 3s - loss: 0.0205 - acc: 0.995 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.996 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0168 - acc: 0.996 - ETA: 0s - loss: 0.0167 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - 5s 790us/step - loss: 0.0172 - acc: 0.9963 - val_loss: 0.8822 - val_acc: 0.8515 Epoch 00046: val_loss did not improve from 0.55729 Epoch 47/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0457 - acc: 0.950 - ETA: 5s - loss: 0.0108 - acc: 0.990 - ETA: 5s - loss: 0.0075 - acc: 0.994 - ETA: 4s - loss: 0.0092 - acc: 0.992 - ETA: 4s - loss: 0.0100 - acc: 0.991 - ETA: 4s - loss: 0.0088 - acc: 0.992 - ETA: 4s - loss: 0.0078 - acc: 0.993 - ETA: 4s - loss: 0.0067 - acc: 0.994 - ETA: 4s - loss: 0.0060 - acc: 0.995 - ETA: 4s - loss: 0.0054 - acc: 0.995 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.995 - ETA: 4s - loss: 0.0064 - acc: 0.995 - ETA: 4s - loss: 0.0063 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.996 - ETA: 4s - loss: 0.0097 - acc: 0.994 - ETA: 4s - loss: 0.0093 - acc: 0.995 - ETA: 4s - loss: 0.0100 - acc: 0.994 - ETA: 4s - loss: 0.0095 - acc: 0.994 - ETA: 4s - loss: 0.0090 - acc: 0.995 - ETA: 3s - loss: 0.0100 - acc: 0.994 - ETA: 3s - loss: 0.0095 - acc: 0.995 - ETA: 3s - loss: 0.0133 - acc: 0.994 - ETA: 3s - loss: 0.0141 - acc: 0.993 - ETA: 3s - loss: 0.0135 - acc: 0.994 - ETA: 3s - loss: 0.0132 - acc: 0.994 - ETA: 3s - loss: 0.0129 - acc: 0.994 - ETA: 3s - loss: 0.0137 - acc: 0.994 - ETA: 3s - loss: 0.0155 - acc: 0.993 - ETA: 3s - loss: 0.0155 - acc: 0.993 - ETA: 3s - loss: 0.0154 - acc: 0.993 - ETA: 3s - loss: 0.0154 - acc: 0.993 - ETA: 3s - loss: 0.0151 - acc: 0.993 - ETA: 3s - loss: 0.0153 - acc: 0.993 - ETA: 3s - loss: 0.0159 - acc: 0.993 - ETA: 3s - loss: 0.0176 - acc: 0.993 - ETA: 3s - loss: 0.0177 - acc: 0.993 - ETA: 2s - loss: 0.0173 - acc: 0.993 - ETA: 2s - loss: 0.0172 - acc: 0.993 - ETA: 2s - loss: 0.0167 - acc: 0.993 - ETA: 2s - loss: 0.0164 - acc: 0.993 - ETA: 2s - loss: 0.0160 - acc: 0.993 - ETA: 2s - loss: 0.0157 - acc: 0.994 - ETA: 2s - loss: 0.0154 - acc: 0.994 - ETA: 2s - loss: 0.0156 - acc: 0.994 - ETA: 2s - loss: 0.0153 - acc: 0.994 - ETA: 2s - loss: 0.0151 - acc: 0.994 - ETA: 2s - loss: 0.0158 - acc: 0.993 - ETA: 2s - loss: 0.0162 - acc: 0.993 - ETA: 2s - loss: 0.0172 - acc: 0.993 - ETA: 2s - loss: 0.0171 - acc: 0.993 - ETA: 2s - loss: 0.0171 - acc: 0.993 - ETA: 2s - loss: 0.0181 - acc: 0.993 - ETA: 2s - loss: 0.0180 - acc: 0.993 - ETA: 1s - loss: 0.0179 - acc: 0.993 - ETA: 1s - loss: 0.0177 - acc: 0.993 - ETA: 1s - loss: 0.0174 - acc: 0.993 - ETA: 1s - loss: 0.0175 - acc: 0.993 - ETA: 1s - loss: 0.0174 - acc: 0.993 - ETA: 1s - loss: 0.0171 - acc: 0.993 - ETA: 1s - loss: 0.0169 - acc: 0.993 - ETA: 1s - loss: 0.0169 - acc: 0.994 - ETA: 1s - loss: 0.0166 - acc: 0.994 - ETA: 1s - loss: 0.0164 - acc: 0.994 - ETA: 1s - loss: 0.0162 - acc: 0.994 - ETA: 1s - loss: 0.0160 - acc: 0.994 - ETA: 1s - loss: 0.0158 - acc: 0.994 - ETA: 1s - loss: 0.0156 - acc: 0.994 - ETA: 1s - loss: 0.0154 - acc: 0.994 - ETA: 1s - loss: 0.0154 - acc: 0.994 - ETA: 1s - loss: 0.0153 - acc: 0.994 - ETA: 1s - loss: 0.0153 - acc: 0.994 - ETA: 0s - loss: 0.0151 - acc: 0.994 - ETA: 0s - loss: 0.0149 - acc: 0.994 - ETA: 0s - loss: 0.0148 - acc: 0.994 - ETA: 0s - loss: 0.0146 - acc: 0.994 - ETA: 0s - loss: 0.0145 - acc: 0.994 - ETA: 0s - loss: 0.0144 - acc: 0.995 - ETA: 0s - loss: 0.0143 - acc: 0.995 - ETA: 0s - loss: 0.0143 - acc: 0.995 - ETA: 0s - loss: 0.0142 - acc: 0.995 - ETA: 0s - loss: 0.0141 - acc: 0.995 - ETA: 0s - loss: 0.0140 - acc: 0.995 - ETA: 0s - loss: 0.0140 - acc: 0.995 - ETA: 0s - loss: 0.0138 - acc: 0.995 - ETA: 0s - loss: 0.0137 - acc: 0.995 - ETA: 0s - loss: 0.0135 - acc: 0.995 - ETA: 0s - loss: 0.0141 - acc: 0.995 - ETA: 0s - loss: 0.0140 - acc: 0.995 - 5s 791us/step - loss: 0.0140 - acc: 0.9952 - val_loss: 0.9486 - val_acc: 0.8359 Epoch 00047: val_loss did not improve from 0.55729 Epoch 48/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 9.3150e-04 - acc: 1.000 - ETA: 5s - loss: 9.3748e-04 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9962 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0110 - acc: 0.995 - ETA: 4s - loss: 0.0102 - acc: 0.995 - ETA: 4s - loss: 0.0112 - acc: 0.995 - ETA: 4s - loss: 0.0136 - acc: 0.994 - ETA: 4s - loss: 0.0131 - acc: 0.994 - ETA: 4s - loss: 0.0123 - acc: 0.995 - ETA: 4s - loss: 0.0116 - acc: 0.995 - ETA: 4s - loss: 0.0110 - acc: 0.995 - ETA: 4s - loss: 0.0104 - acc: 0.995 - ETA: 3s - loss: 0.0102 - acc: 0.996 - ETA: 3s - loss: 0.0099 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.995 - ETA: 3s - loss: 0.0164 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0164 - acc: 0.995 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0164 - acc: 0.995 - ETA: 3s - loss: 0.0160 - acc: 0.995 - ETA: 3s - loss: 0.0154 - acc: 0.995 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 2s - loss: 0.0143 - acc: 0.996 - ETA: 2s - loss: 0.0139 - acc: 0.996 - ETA: 2s - loss: 0.0136 - acc: 0.996 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0126 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.996 - ETA: 1s - loss: 0.0124 - acc: 0.996 - ETA: 1s - loss: 0.0125 - acc: 0.996 - ETA: 1s - loss: 0.0125 - acc: 0.996 - ETA: 1s - loss: 0.0125 - acc: 0.996 - ETA: 1s - loss: 0.0124 - acc: 0.996 - ETA: 1s - loss: 0.0122 - acc: 0.996 - ETA: 1s - loss: 0.0121 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - ETA: 0s - loss: 0.0121 - acc: 0.996 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - ETA: 0s - loss: 0.0117 - acc: 0.996 - ETA: 0s - loss: 0.0117 - acc: 0.996 - ETA: 0s - loss: 0.0121 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - ETA: 0s - loss: 0.0117 - acc: 0.996 - ETA: 0s - loss: 0.0124 - acc: 0.996 - ETA: 0s - loss: 0.0124 - acc: 0.996 - ETA: 0s - loss: 0.0124 - acc: 0.996 - 5s 792us/step - loss: 0.0130 - acc: 0.9963 - val_loss: 0.8701 - val_acc: 0.8527 Epoch 00048: val_loss did not improve from 0.55729 Epoch 49/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 5s - loss: 8.0066e-04 - acc: 1.000 - ETA: 5s - loss: 9.0866e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - 5s 791us/step - loss: 0.0126 - acc: 0.9975 - val_loss: 0.8981 - val_acc: 0.8443 Epoch 00049: val_loss did not improve from 0.55729 Epoch 50/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0481 - acc: 0.990 - ETA: 4s - loss: 0.0331 - acc: 0.988 - ETA: 4s - loss: 0.0319 - acc: 0.987 - ETA: 4s - loss: 0.0439 - acc: 0.987 - ETA: 4s - loss: 0.0358 - acc: 0.990 - ETA: 4s - loss: 0.0313 - acc: 0.991 - ETA: 4s - loss: 0.0268 - acc: 0.992 - ETA: 4s - loss: 0.0234 - acc: 0.993 - ETA: 4s - loss: 0.0208 - acc: 0.994 - ETA: 4s - loss: 0.0307 - acc: 0.993 - ETA: 4s - loss: 0.0325 - acc: 0.992 - ETA: 4s - loss: 0.0298 - acc: 0.993 - ETA: 4s - loss: 0.0384 - acc: 0.993 - ETA: 4s - loss: 0.0358 - acc: 0.993 - ETA: 4s - loss: 0.0334 - acc: 0.994 - ETA: 4s - loss: 0.0313 - acc: 0.994 - ETA: 4s - loss: 0.0300 - acc: 0.994 - ETA: 4s - loss: 0.0285 - acc: 0.994 - ETA: 4s - loss: 0.0274 - acc: 0.995 - ETA: 3s - loss: 0.0284 - acc: 0.994 - ETA: 3s - loss: 0.0271 - acc: 0.995 - ETA: 3s - loss: 0.0261 - acc: 0.995 - ETA: 3s - loss: 0.0251 - acc: 0.995 - ETA: 3s - loss: 0.0240 - acc: 0.995 - ETA: 3s - loss: 0.0230 - acc: 0.995 - ETA: 3s - loss: 0.0222 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0211 - acc: 0.996 - ETA: 3s - loss: 0.0214 - acc: 0.995 - ETA: 3s - loss: 0.0219 - acc: 0.995 - ETA: 3s - loss: 0.0213 - acc: 0.995 - ETA: 3s - loss: 0.0206 - acc: 0.995 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0194 - acc: 0.995 - ETA: 3s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.996 - ETA: 2s - loss: 0.0180 - acc: 0.996 - ETA: 2s - loss: 0.0176 - acc: 0.996 - ETA: 2s - loss: 0.0172 - acc: 0.996 - ETA: 2s - loss: 0.0169 - acc: 0.996 - ETA: 2s - loss: 0.0179 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 2s - loss: 0.0171 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0192 - acc: 0.995 - ETA: 2s - loss: 0.0198 - acc: 0.995 - ETA: 2s - loss: 0.0202 - acc: 0.995 - ETA: 2s - loss: 0.0199 - acc: 0.995 - ETA: 2s - loss: 0.0196 - acc: 0.995 - ETA: 2s - loss: 0.0196 - acc: 0.995 - ETA: 1s - loss: 0.0193 - acc: 0.995 - ETA: 1s - loss: 0.0201 - acc: 0.995 - ETA: 1s - loss: 0.0197 - acc: 0.995 - ETA: 1s - loss: 0.0194 - acc: 0.995 - ETA: 1s - loss: 0.0192 - acc: 0.995 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0186 - acc: 0.995 - ETA: 1s - loss: 0.0183 - acc: 0.995 - ETA: 1s - loss: 0.0181 - acc: 0.995 - ETA: 1s - loss: 0.0179 - acc: 0.995 - ETA: 1s - loss: 0.0176 - acc: 0.995 - ETA: 1s - loss: 0.0175 - acc: 0.995 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0145 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - 5s 793us/step - loss: 0.0162 - acc: 0.9964 - val_loss: 0.9492 - val_acc: 0.8479 Epoch 00050: val_loss did not improve from 0.55729 Epoch 51/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2663e-04 - acc: 1.000 - ETA: 5s - loss: 0.0031 - acc: 1.0000 - ETA: 5s - loss: 0.0023 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.996 - ETA: 4s - loss: 0.0097 - acc: 0.996 - ETA: 4s - loss: 0.0095 - acc: 0.996 - ETA: 4s - loss: 0.0128 - acc: 0.995 - ETA: 4s - loss: 0.0125 - acc: 0.995 - ETA: 3s - loss: 0.0119 - acc: 0.995 - ETA: 3s - loss: 0.0115 - acc: 0.995 - ETA: 3s - loss: 0.0112 - acc: 0.996 - ETA: 3s - loss: 0.0112 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0109 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0108 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.995 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0110 - acc: 0.996 - ETA: 3s - loss: 0.0107 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0102 - acc: 0.996 - ETA: 3s - loss: 0.0112 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 2s - loss: 0.0142 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.995 - ETA: 2s - loss: 0.0165 - acc: 0.995 - ETA: 2s - loss: 0.0162 - acc: 0.995 - ETA: 2s - loss: 0.0159 - acc: 0.995 - ETA: 2s - loss: 0.0155 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.995 - ETA: 2s - loss: 0.0183 - acc: 0.995 - ETA: 2s - loss: 0.0184 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0180 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.995 - ETA: 2s - loss: 0.0180 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 2s - loss: 0.0174 - acc: 0.995 - ETA: 2s - loss: 0.0172 - acc: 0.995 - ETA: 1s - loss: 0.0169 - acc: 0.995 - ETA: 1s - loss: 0.0167 - acc: 0.995 - ETA: 1s - loss: 0.0164 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0161 - acc: 0.995 - ETA: 1s - loss: 0.0160 - acc: 0.995 - ETA: 1s - loss: 0.0162 - acc: 0.995 - ETA: 1s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0162 - acc: 0.996 - ETA: 0s - loss: 0.0160 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0164 - acc: 0.995 - ETA: 0s - loss: 0.0169 - acc: 0.995 - ETA: 0s - loss: 0.0170 - acc: 0.995 - ETA: 0s - loss: 0.0168 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.995 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0163 - acc: 0.995 - ETA: 0s - loss: 0.0162 - acc: 0.995 - ETA: 0s - loss: 0.0161 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - 5s 805us/step - loss: 0.0156 - acc: 0.9960 - val_loss: 0.9208 - val_acc: 0.8587 Epoch 00051: val_loss did not improve from 0.55729 Epoch 52/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.000 - ETA: 5s - loss: 0.0061 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 1.000 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0198 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.996 - ETA: 4s - loss: 0.0180 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - 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acc: 0.996 - ETA: 2s - loss: 0.0126 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0120 - acc: 0.996 - ETA: 2s - loss: 0.0117 - acc: 0.996 - ETA: 2s - loss: 0.0115 - acc: 0.996 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - 6s 838us/step - loss: 0.0114 - acc: 0.9976 - val_loss: 0.9543 - val_acc: 0.8467 Epoch 00052: val_loss did not improve from 0.55729 Epoch 53/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0452 - acc: 0.950 - ETA: 5s - loss: 0.0117 - acc: 0.987 - ETA: 5s - loss: 0.0279 - acc: 0.985 - ETA: 5s - loss: 0.0218 - acc: 0.990 - ETA: 5s - loss: 0.0177 - acc: 0.992 - ETA: 5s - loss: 0.0147 - acc: 0.993 - ETA: 5s - loss: 0.0142 - acc: 0.994 - ETA: 5s - loss: 0.0125 - acc: 0.995 - ETA: 5s - loss: 0.0110 - acc: 0.996 - ETA: 5s - loss: 0.0098 - acc: 0.996 - ETA: 5s - loss: 0.0089 - acc: 0.996 - ETA: 5s - loss: 0.0081 - acc: 0.997 - ETA: 5s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - 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acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.996 - ETA: 3s - loss: 0.0086 - acc: 0.996 - ETA: 3s - loss: 0.0085 - acc: 0.996 - ETA: 3s - loss: 0.0084 - acc: 0.996 - ETA: 3s - loss: 0.0084 - acc: 0.996 - ETA: 3s - loss: 0.0083 - acc: 0.996 - ETA: 2s - loss: 0.0081 - acc: 0.996 - ETA: 2s - loss: 0.0080 - acc: 0.996 - ETA: 2s - loss: 0.0079 - acc: 0.996 - ETA: 2s - loss: 0.0078 - acc: 0.996 - ETA: 2s - loss: 0.0077 - acc: 0.996 - ETA: 2s - loss: 0.0076 - acc: 0.996 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0068 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 1s - loss: 0.0118 - acc: 0.996 - ETA: 1s - loss: 0.0117 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0115 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0138 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.995 - ETA: 1s - loss: 0.0135 - acc: 0.995 - ETA: 1s - loss: 0.0136 - acc: 0.995 - ETA: 1s - loss: 0.0135 - acc: 0.995 - ETA: 1s - loss: 0.0133 - acc: 0.995 - ETA: 1s - loss: 0.0132 - acc: 0.995 - ETA: 1s - loss: 0.0139 - acc: 0.995 - ETA: 1s - loss: 0.0142 - acc: 0.995 - ETA: 1s - loss: 0.0155 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.995 - ETA: 1s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0150 - acc: 0.995 - ETA: 0s - loss: 0.0149 - acc: 0.995 - ETA: 0s - loss: 0.0148 - acc: 0.995 - ETA: 0s - loss: 0.0148 - acc: 0.995 - ETA: 0s - loss: 0.0147 - acc: 0.995 - ETA: 0s - loss: 0.0146 - acc: 0.995 - ETA: 0s - loss: 0.0144 - acc: 0.995 - ETA: 0s - loss: 0.0151 - acc: 0.995 - ETA: 0s - loss: 0.0152 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0158 - acc: 0.995 - ETA: 0s - loss: 0.0157 - acc: 0.995 - ETA: 0s - loss: 0.0155 - acc: 0.995 - ETA: 0s - loss: 0.0154 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0182 - acc: 0.995 - ETA: 0s - loss: 0.0181 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - 6s 896us/step - loss: 0.0183 - acc: 0.9951 - val_loss: 0.9354 - val_acc: 0.8587 Epoch 00053: val_loss did not improve from 0.55729 Epoch 54/2000 6680/6680 [==============================] - ETA: 9s - loss: 5.0117e-05 - acc: 1.000 - ETA: 8s - loss: 5.6259e-04 - acc: 1.000 - ETA: 7s - loss: 0.0093 - acc: 0.9917 - ETA: 6s - loss: 0.0063 - acc: 0.994 - ETA: 6s - loss: 0.0052 - acc: 0.995 - ETA: 6s - loss: 0.0043 - acc: 0.996 - ETA: 6s - loss: 0.0046 - acc: 0.997 - ETA: 5s - loss: 0.0041 - acc: 0.997 - ETA: 5s - loss: 0.0036 - acc: 0.997 - ETA: 5s - loss: 0.0031 - acc: 0.998 - ETA: 5s - loss: 0.0028 - acc: 0.998 - ETA: 5s - loss: 0.0026 - acc: 0.998 - ETA: 5s - loss: 0.0031 - acc: 0.998 - ETA: 5s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.996 - ETA: 4s - loss: 0.0117 - acc: 0.996 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.995 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0162 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0176 - acc: 0.994 - ETA: 3s - loss: 0.0184 - acc: 0.994 - ETA: 3s - loss: 0.0179 - acc: 0.994 - ETA: 3s - loss: 0.0176 - acc: 0.994 - ETA: 3s - loss: 0.0219 - acc: 0.994 - ETA: 3s - loss: 0.0214 - acc: 0.994 - ETA: 3s - loss: 0.0210 - acc: 0.994 - ETA: 3s - loss: 0.0216 - acc: 0.994 - ETA: 3s - loss: 0.0211 - acc: 0.994 - ETA: 3s - loss: 0.0207 - acc: 0.994 - ETA: 3s - loss: 0.0203 - acc: 0.994 - ETA: 3s - loss: 0.0199 - acc: 0.995 - ETA: 3s - loss: 0.0196 - acc: 0.995 - ETA: 3s - loss: 0.0192 - acc: 0.995 - ETA: 3s - loss: 0.0189 - acc: 0.995 - ETA: 3s - loss: 0.0185 - acc: 0.995 - ETA: 2s - loss: 0.0182 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.995 - ETA: 2s - loss: 0.0174 - acc: 0.995 - ETA: 2s - loss: 0.0171 - acc: 0.995 - ETA: 2s - loss: 0.0169 - acc: 0.995 - ETA: 2s - loss: 0.0179 - acc: 0.995 - ETA: 2s - loss: 0.0176 - acc: 0.995 - ETA: 2s - loss: 0.0173 - acc: 0.995 - ETA: 2s - loss: 0.0187 - acc: 0.995 - ETA: 2s - loss: 0.0184 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.995 - ETA: 2s - loss: 0.0173 - acc: 0.995 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0169 - acc: 0.996 - ETA: 2s - loss: 0.0166 - acc: 0.996 - ETA: 2s - loss: 0.0179 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 1s - loss: 0.0177 - acc: 0.995 - ETA: 1s - loss: 0.0175 - acc: 0.995 - ETA: 1s - loss: 0.0173 - acc: 0.995 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0164 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0147 - acc: 0.996 - ETA: 0s - loss: 0.0145 - acc: 0.996 - ETA: 0s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0139 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0137 - acc: 0.996 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - 6s 855us/step - loss: 0.0138 - acc: 0.9970 - val_loss: 0.8882 - val_acc: 0.8395 Epoch 00054: val_loss did not improve from 0.55729 Epoch 55/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0091 - acc: 0.992 - ETA: 5s - loss: 0.0066 - acc: 0.995 - ETA: 5s - loss: 0.0052 - acc: 0.996 - ETA: 5s - loss: 0.0043 - acc: 0.996 - ETA: 5s - loss: 0.0040 - acc: 0.997 - ETA: 5s - loss: 0.0037 - acc: 0.997 - ETA: 5s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.996 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.996 - ETA: 4s - loss: 0.0101 - acc: 0.996 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 3s - loss: 0.0099 - acc: 0.996 - ETA: 3s - loss: 0.0098 - acc: 0.996 - ETA: 3s - loss: 0.0096 - acc: 0.996 - ETA: 3s - loss: 0.0095 - acc: 0.996 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0090 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - 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acc: 0.997 - ETA: 1s - loss: 0.0075 - acc: 0.997 - ETA: 1s - loss: 0.0074 - acc: 0.997 - ETA: 1s - loss: 0.0077 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0085 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0083 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - ETA: 0s - loss: 0.0081 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - ETA: 0s - loss: 0.0081 - acc: 0.997 - ETA: 0s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0079 - acc: 0.997 - ETA: 0s - loss: 0.0083 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - 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ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.996 - ETA: 1s - loss: 0.0110 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.995 - ETA: 1s - loss: 0.0147 - acc: 0.995 - ETA: 1s - loss: 0.0146 - acc: 0.995 - ETA: 1s - loss: 0.0145 - acc: 0.995 - ETA: 1s - loss: 0.0149 - acc: 0.995 - ETA: 1s - loss: 0.0148 - acc: 0.995 - ETA: 1s - loss: 0.0146 - acc: 0.995 - ETA: 1s - loss: 0.0145 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0152 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.995 - ETA: 1s - loss: 0.0149 - acc: 0.995 - ETA: 1s - loss: 0.0147 - acc: 0.995 - ETA: 1s - loss: 0.0146 - acc: 0.995 - ETA: 1s - loss: 0.0144 - acc: 0.995 - ETA: 1s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0137 - acc: 0.996 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0130 - acc: 0.996 - ETA: 0s - loss: 0.0129 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0137 - acc: 0.996 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0135 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - 6s 895us/step - loss: 0.0137 - acc: 0.9963 - val_loss: 0.9211 - val_acc: 0.8515 Epoch 00056: val_loss did not improve from 0.55729 Epoch 57/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0058 - acc: 1.000 - ETA: 5s - loss: 0.0036 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 1.000 - ETA: 5s - loss: 0.0153 - acc: 0.995 - ETA: 5s - loss: 0.0189 - acc: 0.992 - ETA: 5s - loss: 0.0157 - acc: 0.993 - ETA: 5s - loss: 0.0134 - acc: 0.994 - ETA: 5s - loss: 0.0177 - acc: 0.993 - ETA: 5s - loss: 0.0156 - acc: 0.994 - 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acc: 0.995 - ETA: 3s - loss: 0.0208 - acc: 0.995 - ETA: 3s - loss: 0.0206 - acc: 0.995 - ETA: 3s - loss: 0.0201 - acc: 0.995 - ETA: 3s - loss: 0.0195 - acc: 0.995 - ETA: 2s - loss: 0.0190 - acc: 0.995 - ETA: 2s - loss: 0.0232 - acc: 0.995 - ETA: 2s - loss: 0.0230 - acc: 0.995 - ETA: 2s - loss: 0.0263 - acc: 0.995 - ETA: 2s - loss: 0.0257 - acc: 0.995 - ETA: 2s - loss: 0.0253 - acc: 0.995 - ETA: 2s - loss: 0.0247 - acc: 0.995 - ETA: 2s - loss: 0.0243 - acc: 0.995 - ETA: 2s - loss: 0.0239 - acc: 0.995 - ETA: 2s - loss: 0.0234 - acc: 0.995 - ETA: 2s - loss: 0.0230 - acc: 0.995 - ETA: 2s - loss: 0.0225 - acc: 0.995 - ETA: 2s - loss: 0.0221 - acc: 0.996 - ETA: 2s - loss: 0.0217 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0206 - acc: 0.996 - ETA: 2s - loss: 0.0202 - acc: 0.996 - ETA: 1s - loss: 0.0201 - acc: 0.996 - ETA: 1s - loss: 0.0197 - acc: 0.996 - ETA: 1s - loss: 0.0196 - acc: 0.996 - ETA: 1s - loss: 0.0194 - acc: 0.996 - ETA: 1s - loss: 0.0190 - acc: 0.996 - ETA: 1s - loss: 0.0188 - acc: 0.996 - ETA: 1s - loss: 0.0185 - acc: 0.996 - ETA: 1s - loss: 0.0182 - acc: 0.996 - ETA: 1s - loss: 0.0179 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0170 - acc: 0.996 - ETA: 1s - loss: 0.0167 - acc: 0.996 - ETA: 1s - loss: 0.0165 - acc: 0.996 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.996 - ETA: 0s - loss: 0.0178 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - 5s 806us/step - loss: 0.0158 - acc: 0.9973 - val_loss: 0.9907 - val_acc: 0.8515 Epoch 00057: val_loss did not improve from 0.55729 Epoch 58/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1719 - acc: 0.950 - ETA: 4s - loss: 0.0346 - acc: 0.990 - ETA: 5s - loss: 0.0221 - acc: 0.993 - ETA: 4s - loss: 0.0168 - acc: 0.995 - ETA: 4s - loss: 0.0138 - acc: 0.996 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.996 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - 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acc: 0.996 - ETA: 2s - loss: 0.0185 - acc: 0.996 - ETA: 2s - loss: 0.0181 - acc: 0.996 - ETA: 2s - loss: 0.0199 - acc: 0.996 - ETA: 2s - loss: 0.0196 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0195 - acc: 0.996 - ETA: 2s - loss: 0.0192 - acc: 0.996 - ETA: 2s - loss: 0.0188 - acc: 0.996 - ETA: 2s - loss: 0.0186 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.996 - ETA: 1s - loss: 0.0181 - acc: 0.996 - ETA: 1s - loss: 0.0178 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0171 - acc: 0.996 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.996 - ETA: 1s - loss: 0.0166 - acc: 0.996 - ETA: 1s - loss: 0.0164 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - 5s 792us/step - loss: 0.0137 - acc: 0.9972 - val_loss: 0.9284 - val_acc: 0.8611 Epoch 00058: val_loss did not improve from 0.55729 Epoch 59/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9411e-05 - acc: 1.000 - ETA: 5s - loss: 9.9398e-05 - acc: 1.000 - ETA: 5s - loss: 2.0522e-04 - acc: 1.000 - ETA: 4s - loss: 6.6390e-04 - acc: 1.000 - ETA: 4s - loss: 5.2437e-04 - acc: 1.000 - ETA: 4s - loss: 6.5909e-04 - acc: 1.000 - ETA: 4s - loss: 5.6973e-04 - acc: 1.000 - ETA: 4s - loss: 5.9530e-04 - acc: 1.000 - ETA: 4s - loss: 5.4564e-04 - acc: 1.000 - ETA: 4s - loss: 5.0267e-04 - acc: 1.000 - ETA: 4s - loss: 4.6054e-04 - acc: 1.000 - ETA: 4s - loss: 4.2025e-04 - acc: 1.000 - ETA: 4s - loss: 5.9624e-04 - acc: 1.000 - ETA: 4s - loss: 5.9400e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - 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acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.996 - ETA: 1s - loss: 0.0137 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.996 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0174 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - 5s 793us/step - loss: 0.0154 - acc: 0.9975 - val_loss: 0.9439 - val_acc: 0.8623 Epoch 00059: val_loss did not improve from 0.55729 Epoch 60/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.1350e-04 - acc: 1.000 - ETA: 4s - loss: 1.4741e-04 - acc: 1.000 - ETA: 5s - loss: 2.2440e-04 - acc: 1.000 - ETA: 4s - loss: 2.0342e-04 - acc: 1.000 - ETA: 4s - loss: 2.2444e-04 - acc: 1.000 - ETA: 4s - loss: 3.1941e-04 - acc: 1.000 - ETA: 4s - loss: 4.3316e-04 - acc: 1.000 - ETA: 4s - loss: 4.0259e-04 - acc: 1.000 - ETA: 4s - loss: 3.9477e-04 - acc: 1.000 - ETA: 4s - loss: 3.6563e-04 - acc: 1.000 - ETA: 4s - loss: 3.5049e-04 - acc: 1.000 - ETA: 4s - loss: 3.3242e-04 - acc: 1.000 - ETA: 4s - loss: 3.1183e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9990 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0160 - acc: 0.995 - ETA: 0s - loss: 0.0159 - acc: 0.995 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - 5s 792us/step - loss: 0.0147 - acc: 0.9963 - val_loss: 0.9263 - val_acc: 0.8599 Epoch 00060: val_loss did not improve from 0.55729 Epoch 61/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.3227e-04 - acc: 1.000 - ETA: 5s - loss: 0.0026 - acc: 1.0000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1754e-04 - acc: 1.000 - ETA: 4s - loss: 7.9234e-04 - acc: 1.000 - ETA: 4s - loss: 6.9261e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.997 - ETA: 1s - loss: 0.0078 - acc: 0.997 - ETA: 1s - loss: 0.0076 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - 5s 792us/step - loss: 0.0151 - acc: 0.9970 - val_loss: 0.9395 - val_acc: 0.8527 Epoch 00061: val_loss did not improve from 0.55729 Epoch 62/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0044 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - 5s 794us/step - loss: 0.0123 - acc: 0.9976 - val_loss: 0.9536 - val_acc: 0.8467 Epoch 00062: val_loss did not improve from 0.55729 Epoch 63/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.5856e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 792us/step - loss: 0.0102 - acc: 0.9981 - val_loss: 0.9770 - val_acc: 0.8479 Epoch 00063: val_loss did not improve from 0.55729 Epoch 64/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0557 - acc: 0.950 - ETA: 4s - loss: 0.0124 - acc: 0.990 - ETA: 5s - loss: 0.0101 - acc: 0.993 - ETA: 4s - loss: 0.0075 - acc: 0.995 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0181 - acc: 0.996 - ETA: 1s - loss: 0.0180 - acc: 0.996 - ETA: 1s - loss: 0.0177 - acc: 0.996 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0180 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0183 - acc: 0.996 - ETA: 0s - loss: 0.0182 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0188 - acc: 0.996 - ETA: 0s - loss: 0.0189 - acc: 0.995 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0182 - acc: 0.996 - ETA: 0s - loss: 0.0180 - acc: 0.996 - ETA: 0s - loss: 0.0178 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - 5s 791us/step - loss: 0.0175 - acc: 0.9961 - val_loss: 0.9315 - val_acc: 0.8575 Epoch 00064: val_loss did not improve from 0.55729 Epoch 65/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1318e-04 - acc: 1.000 - ETA: 4s - loss: 8.4808e-05 - acc: 1.000 - ETA: 4s - loss: 1.0058e-04 - acc: 1.000 - ETA: 4s - loss: 2.4863e-04 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - 5s 791us/step - loss: 0.0110 - acc: 0.9978 - val_loss: 1.1010 - val_acc: 0.8431 Epoch 00065: val_loss did not improve from 0.55729 Epoch 66/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.4136e-04 - acc: 1.000 - ETA: 4s - loss: 3.4421e-04 - acc: 1.000 - ETA: 5s - loss: 3.8016e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.992 - ETA: 4s - loss: 0.0273 - acc: 0.993 - ETA: 4s - loss: 0.0235 - acc: 0.994 - ETA: 4s - loss: 0.0212 - acc: 0.995 - ETA: 4s - loss: 0.0189 - acc: 0.995 - ETA: 4s - loss: 0.0170 - acc: 0.996 - ETA: 4s - loss: 0.0219 - acc: 0.995 - ETA: 4s - loss: 0.0201 - acc: 0.995 - ETA: 4s - loss: 0.0348 - acc: 0.995 - ETA: 4s - loss: 0.0330 - acc: 0.995 - ETA: 4s - loss: 0.0308 - acc: 0.995 - ETA: 4s - loss: 0.0288 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.996 - ETA: 3s - loss: 0.0246 - acc: 0.996 - ETA: 3s - loss: 0.0240 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.996 - ETA: 3s - loss: 0.0186 - acc: 0.996 - ETA: 3s - loss: 0.0214 - acc: 0.995 - ETA: 3s - loss: 0.0207 - acc: 0.995 - ETA: 3s - loss: 0.0202 - acc: 0.995 - ETA: 3s - loss: 0.0197 - acc: 0.995 - ETA: 3s - loss: 0.0202 - acc: 0.995 - ETA: 3s - loss: 0.0214 - acc: 0.995 - ETA: 3s - loss: 0.0208 - acc: 0.995 - ETA: 3s - loss: 0.0206 - acc: 0.995 - ETA: 2s - loss: 0.0200 - acc: 0.995 - ETA: 2s - loss: 0.0194 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0199 - acc: 0.995 - ETA: 2s - loss: 0.0193 - acc: 0.995 - ETA: 2s - loss: 0.0189 - acc: 0.995 - ETA: 2s - loss: 0.0184 - acc: 0.995 - ETA: 2s - loss: 0.0180 - acc: 0.995 - ETA: 2s - loss: 0.0177 - acc: 0.995 - ETA: 2s - loss: 0.0174 - acc: 0.996 - ETA: 2s - loss: 0.0189 - acc: 0.995 - ETA: 2s - loss: 0.0191 - acc: 0.995 - ETA: 2s - loss: 0.0188 - acc: 0.995 - ETA: 2s - loss: 0.0184 - acc: 0.995 - ETA: 2s - loss: 0.0181 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.995 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0183 - acc: 0.995 - ETA: 1s - loss: 0.0182 - acc: 0.995 - ETA: 1s - loss: 0.0178 - acc: 0.996 - ETA: 1s - loss: 0.0175 - acc: 0.996 - ETA: 1s - loss: 0.0176 - acc: 0.995 - ETA: 1s - loss: 0.0174 - acc: 0.996 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0193 - acc: 0.995 - ETA: 1s - loss: 0.0189 - acc: 0.995 - ETA: 1s - loss: 0.0186 - acc: 0.995 - ETA: 1s - loss: 0.0183 - acc: 0.995 - ETA: 1s - loss: 0.0181 - acc: 0.995 - ETA: 1s - loss: 0.0178 - acc: 0.995 - ETA: 1s - loss: 0.0179 - acc: 0.995 - ETA: 1s - loss: 0.0176 - acc: 0.995 - ETA: 1s - loss: 0.0174 - acc: 0.995 - ETA: 1s - loss: 0.0171 - acc: 0.995 - ETA: 0s - loss: 0.0169 - acc: 0.995 - ETA: 0s - loss: 0.0177 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0173 - acc: 0.995 - ETA: 0s - loss: 0.0174 - acc: 0.995 - ETA: 0s - loss: 0.0171 - acc: 0.995 - ETA: 0s - loss: 0.0170 - acc: 0.995 - ETA: 0s - loss: 0.0167 - acc: 0.995 - ETA: 0s - loss: 0.0165 - acc: 0.995 - ETA: 0s - loss: 0.0169 - acc: 0.995 - ETA: 0s - loss: 0.0182 - acc: 0.995 - ETA: 0s - loss: 0.0184 - acc: 0.995 - ETA: 0s - loss: 0.0182 - acc: 0.995 - ETA: 0s - loss: 0.0180 - acc: 0.995 - ETA: 0s - loss: 0.0178 - acc: 0.995 - ETA: 0s - loss: 0.0177 - acc: 0.995 - ETA: 0s - loss: 0.0175 - acc: 0.995 - ETA: 0s - loss: 0.0173 - acc: 0.995 - 5s 790us/step - loss: 0.0172 - acc: 0.9957 - val_loss: 1.0171 - val_acc: 0.8527 Epoch 00066: val_loss did not improve from 0.55729 Epoch 67/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 4.8292e-04 - acc: 1.000 - ETA: 5s - loss: 5.5576e-04 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 1.0000 - ETA: 4s - loss: 0.0039 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 1.000 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - 5s 791us/step - loss: 0.0121 - acc: 0.9975 - val_loss: 1.0752 - val_acc: 0.8515 Epoch 00067: val_loss did not improve from 0.55729 Epoch 68/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9648e-05 - acc: 1.000 - ETA: 5s - loss: 5.5420e-04 - acc: 1.000 - ETA: 5s - loss: 4.1100e-04 - acc: 1.000 - ETA: 5s - loss: 8.0452e-04 - acc: 1.000 - ETA: 4s - loss: 7.5455e-04 - acc: 1.000 - ETA: 4s - loss: 6.7453e-04 - acc: 1.000 - ETA: 4s - loss: 5.6756e-04 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9981 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.996 - ETA: 4s - loss: 0.0159 - acc: 0.996 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0223 - acc: 0.996 - ETA: 3s - loss: 0.0223 - acc: 0.996 - ETA: 2s - loss: 0.0217 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0206 - acc: 0.996 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 794us/step - loss: 0.0109 - acc: 0.9981 - val_loss: 0.9956 - val_acc: 0.8455 Epoch 00068: val_loss did not improve from 0.55729 Epoch 69/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0046 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 7.2949e-04 - acc: 1.000 - ETA: 5s - loss: 6.0016e-04 - acc: 1.000 - ETA: 4s - loss: 4.6753e-04 - acc: 1.000 - ETA: 4s - loss: 4.0983e-04 - acc: 1.000 - ETA: 4s - loss: 4.2413e-04 - acc: 1.000 - ETA: 4s - loss: 7.8046e-04 - acc: 1.000 - ETA: 4s - loss: 7.1131e-04 - acc: 1.000 - ETA: 4s - loss: 6.5587e-04 - acc: 1.000 - ETA: 4s - loss: 6.4661e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.000 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 794us/step - loss: 0.0106 - acc: 0.9982 - val_loss: 1.0408 - val_acc: 0.8551 Epoch 00069: val_loss did not improve from 0.55729 Epoch 70/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7284e-04 - acc: 1.000 - ETA: 5s - loss: 5.5420e-05 - acc: 1.000 - ETA: 5s - loss: 5.7794e-05 - acc: 1.000 - ETA: 5s - loss: 4.1445e-05 - acc: 1.000 - ETA: 4s - loss: 3.4339e-05 - acc: 1.000 - ETA: 4s - loss: 4.6770e-05 - acc: 1.000 - ETA: 4s - loss: 1.8654e-04 - acc: 1.000 - ETA: 4s - loss: 3.4884e-04 - acc: 1.000 - ETA: 4s - loss: 3.3042e-04 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9957 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 4s - loss: 0.0072 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.995 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 4s - loss: 0.0076 - acc: 0.995 - ETA: 4s - loss: 0.0072 - acc: 0.995 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 4s - loss: 0.0075 - acc: 0.995 - ETA: 4s - loss: 0.0074 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.995 - ETA: 3s - loss: 0.0149 - acc: 0.994 - ETA: 3s - loss: 0.0234 - acc: 0.993 - ETA: 3s - loss: 0.0225 - acc: 0.993 - ETA: 3s - loss: 0.0218 - acc: 0.993 - ETA: 3s - loss: 0.0230 - acc: 0.992 - ETA: 3s - loss: 0.0223 - acc: 0.993 - ETA: 3s - loss: 0.0220 - acc: 0.992 - ETA: 3s - loss: 0.0213 - acc: 0.993 - ETA: 3s - loss: 0.0206 - acc: 0.993 - ETA: 3s - loss: 0.0203 - acc: 0.993 - ETA: 3s - loss: 0.0198 - acc: 0.993 - ETA: 3s - loss: 0.0192 - acc: 0.993 - ETA: 3s - loss: 0.0187 - acc: 0.993 - ETA: 3s - loss: 0.0182 - acc: 0.994 - ETA: 3s - loss: 0.0178 - acc: 0.994 - ETA: 3s - loss: 0.0176 - acc: 0.994 - ETA: 3s - loss: 0.0172 - acc: 0.994 - ETA: 3s - loss: 0.0169 - acc: 0.994 - ETA: 3s - loss: 0.0166 - acc: 0.994 - ETA: 3s - loss: 0.0163 - acc: 0.994 - ETA: 3s - loss: 0.0159 - acc: 0.994 - ETA: 2s - loss: 0.0156 - acc: 0.995 - ETA: 2s - loss: 0.0153 - acc: 0.995 - ETA: 2s - loss: 0.0151 - acc: 0.995 - ETA: 2s - loss: 0.0148 - acc: 0.995 - ETA: 2s - loss: 0.0152 - acc: 0.994 - 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acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0114 - acc: 0.996 - ETA: 1s - loss: 0.0113 - acc: 0.996 - ETA: 1s - loss: 0.0112 - acc: 0.996 - ETA: 1s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0109 - acc: 0.996 - ETA: 0s - loss: 0.0108 - acc: 0.996 - ETA: 0s - loss: 0.0107 - acc: 0.996 - ETA: 0s - loss: 0.0106 - acc: 0.996 - ETA: 0s - loss: 0.0104 - acc: 0.996 - ETA: 0s - loss: 0.0103 - acc: 0.996 - ETA: 0s - loss: 0.0102 - acc: 0.996 - ETA: 0s - loss: 0.0101 - acc: 0.996 - ETA: 0s - loss: 0.0100 - acc: 0.996 - ETA: 0s - loss: 0.0099 - acc: 0.996 - ETA: 0s - loss: 0.0098 - acc: 0.996 - ETA: 0s - loss: 0.0097 - acc: 0.996 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.996 - ETA: 0s - loss: 0.0100 - acc: 0.996 - ETA: 0s - loss: 0.0099 - acc: 0.996 - ETA: 0s - loss: 0.0098 - acc: 0.996 - ETA: 0s - loss: 0.0098 - acc: 0.996 - 6s 825us/step - loss: 0.0097 - acc: 0.9969 - val_loss: 1.1171 - val_acc: 0.8455 Epoch 00070: val_loss did not improve from 0.55729 Epoch 71/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 8.3286e-04 - acc: 1.000 - ETA: 5s - loss: 7.2020e-04 - acc: 1.000 - ETA: 5s - loss: 6.6635e-04 - acc: 1.000 - ETA: 5s - loss: 6.0572e-04 - acc: 1.000 - ETA: 5s - loss: 8.0409e-04 - acc: 1.000 - ETA: 4s - loss: 8.6545e-04 - acc: 1.000 - ETA: 4s - loss: 7.8531e-04 - acc: 1.000 - ETA: 4s - loss: 7.7108e-04 - acc: 1.000 - ETA: 4s - loss: 7.3064e-04 - acc: 1.000 - ETA: 4s - loss: 7.6059e-04 - acc: 1.000 - ETA: 4s - loss: 7.7507e-04 - acc: 1.000 - ETA: 4s - loss: 7.2649e-04 - acc: 1.000 - ETA: 4s - loss: 6.9506e-04 - acc: 1.000 - ETA: 4s - loss: 6.7817e-04 - acc: 1.000 - ETA: 4s - loss: 6.4261e-04 - acc: 1.000 - ETA: 4s - loss: 8.1554e-04 - acc: 1.000 - ETA: 4s - loss: 7.8338e-04 - acc: 1.000 - ETA: 4s - loss: 9.1102e-04 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9993 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - 6s 843us/step - loss: 0.0112 - acc: 0.9978 - val_loss: 1.0474 - val_acc: 0.8467 Epoch 00071: val_loss did not improve from 0.55729 Epoch 72/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.0171e-05 - acc: 1.000 - ETA: 5s - loss: 2.3072e-04 - acc: 1.000 - ETA: 5s - loss: 1.2844e-04 - acc: 1.000 - ETA: 5s - loss: 1.6365e-04 - acc: 1.000 - ETA: 4s - loss: 4.2009e-04 - acc: 1.000 - ETA: 4s - loss: 4.4484e-04 - acc: 1.000 - ETA: 4s - loss: 5.2505e-04 - acc: 1.000 - ETA: 4s - loss: 5.2438e-04 - acc: 1.000 - ETA: 4s - loss: 4.7968e-04 - acc: 1.000 - ETA: 4s - loss: 4.8756e-04 - acc: 1.000 - ETA: 4s - loss: 4.5291e-04 - acc: 1.000 - ETA: 4s - loss: 4.4373e-04 - acc: 1.000 - ETA: 4s - loss: 4.1678e-04 - acc: 1.000 - ETA: 4s - loss: 3.9416e-04 - acc: 1.000 - ETA: 4s - loss: 5.0363e-04 - acc: 1.000 - ETA: 4s - loss: 8.3445e-04 - acc: 1.000 - ETA: 4s - loss: 9.9314e-04 - acc: 1.000 - ETA: 4s - loss: 9.6034e-04 - acc: 1.000 - ETA: 4s - loss: 9.3399e-04 - acc: 1.000 - ETA: 4s - loss: 9.5861e-04 - acc: 1.000 - ETA: 4s - loss: 9.4847e-04 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9994 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - 5s 796us/step - loss: 0.0099 - acc: 0.9979 - val_loss: 1.0684 - val_acc: 0.8539 Epoch 00072: val_loss did not improve from 0.55729 Epoch 73/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.0788e-06 - acc: 1.000 - ETA: 5s - loss: 3.0250e-04 - acc: 1.000 - ETA: 5s - loss: 2.3512e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9095e-04 - acc: 1.000 - ETA: 4s - loss: 8.5845e-04 - acc: 1.000 - ETA: 4s - loss: 0.0204 - acc: 0.9984 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - 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acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.996 - ETA: 1s - loss: 0.0139 - acc: 0.996 - ETA: 1s - loss: 0.0137 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0130 - acc: 0.996 - ETA: 0s - loss: 0.0128 - acc: 0.996 - ETA: 0s - loss: 0.0127 - acc: 0.996 - ETA: 0s - loss: 0.0126 - acc: 0.996 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - 5s 793us/step - loss: 0.0117 - acc: 0.9972 - val_loss: 1.0904 - val_acc: 0.8515 Epoch 00073: val_loss did not improve from 0.55729 Epoch 74/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8964e-04 - acc: 1.000 - ETA: 4s - loss: 9.6320e-05 - acc: 1.000 - ETA: 4s - loss: 9.0455e-05 - acc: 1.000 - ETA: 4s - loss: 1.5307e-04 - acc: 1.000 - ETA: 4s - loss: 3.3198e-04 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9975 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.996 - ETA: 2s - loss: 0.0206 - acc: 0.996 - ETA: 2s - loss: 0.0203 - acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0203 - acc: 0.996 - ETA: 2s - loss: 0.0199 - acc: 0.996 - ETA: 2s - loss: 0.0194 - acc: 0.996 - ETA: 2s - loss: 0.0191 - acc: 0.996 - ETA: 2s - loss: 0.0187 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0165 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0174 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - 5s 790us/step - loss: 0.0165 - acc: 0.9972 - val_loss: 1.0865 - val_acc: 0.8479 Epoch 00074: val_loss did not improve from 0.55729 Epoch 75/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.4493e-06 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0114 - acc: 0.994 - ETA: 4s - loss: 0.0079 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0100 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.996 - ETA: 4s - loss: 0.0092 - acc: 0.995 - ETA: 4s - loss: 0.0095 - acc: 0.996 - ETA: 4s - loss: 0.0089 - acc: 0.996 - ETA: 4s - loss: 0.0115 - acc: 0.995 - ETA: 4s - loss: 0.0120 - acc: 0.995 - ETA: 4s - loss: 0.0276 - acc: 0.992 - ETA: 4s - loss: 0.0262 - acc: 0.993 - ETA: 4s - loss: 0.0247 - acc: 0.993 - ETA: 4s - loss: 0.0234 - acc: 0.993 - ETA: 4s - loss: 0.0222 - acc: 0.994 - ETA: 3s - loss: 0.0221 - acc: 0.993 - ETA: 3s - loss: 0.0229 - acc: 0.993 - ETA: 3s - loss: 0.0218 - acc: 0.993 - ETA: 3s - loss: 0.0211 - acc: 0.994 - ETA: 3s - loss: 0.0202 - acc: 0.994 - ETA: 3s - loss: 0.0195 - acc: 0.994 - ETA: 3s - loss: 0.0187 - acc: 0.994 - ETA: 3s - loss: 0.0180 - acc: 0.994 - ETA: 3s - loss: 0.0175 - acc: 0.995 - ETA: 3s - loss: 0.0191 - acc: 0.994 - ETA: 3s - loss: 0.0186 - acc: 0.995 - ETA: 3s - loss: 0.0181 - acc: 0.995 - ETA: 3s - loss: 0.0175 - acc: 0.995 - ETA: 3s - loss: 0.0169 - acc: 0.995 - ETA: 3s - loss: 0.0165 - acc: 0.995 - ETA: 3s - loss: 0.0160 - acc: 0.995 - ETA: 3s - loss: 0.0156 - acc: 0.995 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 2s - loss: 0.0147 - acc: 0.996 - ETA: 2s - loss: 0.0144 - acc: 0.996 - ETA: 2s - loss: 0.0140 - acc: 0.996 - ETA: 2s - loss: 0.0136 - acc: 0.996 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0130 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0117 - acc: 0.996 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.996 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - 5s 790us/step - loss: 0.0110 - acc: 0.9972 - val_loss: 1.1041 - val_acc: 0.8479 Epoch 00075: val_loss did not improve from 0.55729 Epoch 76/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3247e-05 - acc: 1.000 - ETA: 4s - loss: 1.0584e-04 - acc: 1.000 - ETA: 5s - loss: 7.9112e-04 - acc: 1.000 - ETA: 4s - loss: 8.4570e-04 - acc: 1.000 - ETA: 4s - loss: 0.0066 - acc: 0.9969 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0066 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.996 - ETA: 1s - loss: 0.0086 - acc: 0.996 - ETA: 1s - loss: 0.0100 - acc: 0.996 - ETA: 1s - loss: 0.0099 - acc: 0.996 - ETA: 1s - loss: 0.0097 - acc: 0.996 - ETA: 1s - loss: 0.0096 - acc: 0.996 - ETA: 1s - loss: 0.0095 - acc: 0.996 - ETA: 1s - loss: 0.0094 - acc: 0.996 - ETA: 1s - loss: 0.0093 - acc: 0.996 - ETA: 1s - loss: 0.0091 - acc: 0.996 - ETA: 1s - loss: 0.0090 - acc: 0.996 - ETA: 1s - loss: 0.0089 - acc: 0.996 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - ETA: 0s - loss: 0.0081 - acc: 0.997 - ETA: 0s - loss: 0.0081 - acc: 0.997 - ETA: 0s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.996 - ETA: 0s - loss: 0.0106 - acc: 0.996 - ETA: 0s - loss: 0.0104 - acc: 0.996 - ETA: 0s - loss: 0.0107 - acc: 0.996 - ETA: 0s - loss: 0.0106 - acc: 0.996 - 5s 789us/step - loss: 0.0106 - acc: 0.9969 - val_loss: 1.0936 - val_acc: 0.8467 Epoch 00076: val_loss did not improve from 0.55729 Epoch 77/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.2593e-04 - acc: 1.000 - ETA: 5s - loss: 7.2908e-04 - acc: 1.000 - ETA: 4s - loss: 6.8572e-04 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.0000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.7733e-04 - acc: 1.000 - ETA: 4s - loss: 9.2621e-04 - acc: 1.000 - ETA: 4s - loss: 9.3479e-04 - acc: 1.000 - ETA: 4s - loss: 8.8632e-04 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.9993 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - 5s 795us/step - loss: 0.0149 - acc: 0.9975 - val_loss: 1.0211 - val_acc: 0.8455 Epoch 00077: val_loss did not improve from 0.55729 Epoch 78/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1724 - acc: 0.950 - ETA: 5s - loss: 0.0434 - acc: 0.987 - ETA: 5s - loss: 0.0320 - acc: 0.987 - ETA: 4s - loss: 0.0215 - acc: 0.991 - ETA: 4s - loss: 0.0173 - acc: 0.993 - ETA: 4s - loss: 0.0140 - acc: 0.994 - ETA: 4s - loss: 0.0223 - acc: 0.993 - ETA: 4s - loss: 0.0190 - acc: 0.994 - ETA: 4s - loss: 0.0174 - acc: 0.995 - ETA: 4s - loss: 0.0153 - acc: 0.995 - ETA: 4s - loss: 0.0162 - acc: 0.994 - ETA: 4s - loss: 0.0170 - acc: 0.993 - ETA: 4s - loss: 0.0185 - acc: 0.993 - ETA: 4s - loss: 0.0178 - acc: 0.993 - ETA: 4s - loss: 0.0165 - acc: 0.994 - ETA: 4s - loss: 0.0158 - acc: 0.994 - ETA: 4s - loss: 0.0149 - acc: 0.995 - ETA: 4s - loss: 0.0143 - acc: 0.995 - ETA: 4s - loss: 0.0136 - acc: 0.995 - ETA: 4s - loss: 0.0144 - acc: 0.995 - ETA: 3s - loss: 0.0136 - acc: 0.995 - ETA: 3s - loss: 0.0132 - acc: 0.995 - ETA: 3s - loss: 0.0126 - acc: 0.995 - ETA: 3s - loss: 0.0120 - acc: 0.995 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0107 - acc: 0.996 - ETA: 3s - loss: 0.0103 - acc: 0.996 - ETA: 3s - loss: 0.0100 - acc: 0.996 - ETA: 3s - loss: 0.0096 - acc: 0.996 - ETA: 3s - loss: 0.0094 - acc: 0.996 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - 5s 794us/step - loss: 0.0095 - acc: 0.9973 - val_loss: 1.0797 - val_acc: 0.8467 Epoch 00078: val_loss did not improve from 0.55729 Epoch 79/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0584e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 9.1228e-04 - acc: 1.000 - ETA: 4s - loss: 6.9267e-04 - acc: 1.000 - ETA: 4s - loss: 5.8307e-04 - acc: 1.000 - ETA: 4s - loss: 4.9356e-04 - acc: 1.000 - ETA: 4s - loss: 4.2068e-04 - acc: 1.000 - ETA: 4s - loss: 8.8091e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 788us/step - loss: 0.0109 - acc: 0.9982 - val_loss: 1.1305 - val_acc: 0.8515 Epoch 00079: val_loss did not improve from 0.55729 Epoch 80/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1884e-04 - acc: 1.000 - ETA: 4s - loss: 7.2975e-04 - acc: 1.000 - ETA: 5s - loss: 7.1848e-04 - acc: 1.000 - ETA: 4s - loss: 0.0194 - acc: 0.9958 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.996 - ETA: 2s - loss: 0.0137 - acc: 0.996 - ETA: 2s - loss: 0.0135 - acc: 0.996 - ETA: 2s - loss: 0.0132 - acc: 0.996 - ETA: 2s - loss: 0.0141 - acc: 0.996 - ETA: 2s - loss: 0.0138 - acc: 0.996 - ETA: 2s - loss: 0.0136 - acc: 0.996 - ETA: 2s - loss: 0.0134 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.995 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0158 - acc: 0.995 - ETA: 1s - loss: 0.0156 - acc: 0.995 - ETA: 1s - loss: 0.0154 - acc: 0.995 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0146 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.996 - ETA: 1s - loss: 0.0140 - acc: 0.996 - ETA: 1s - loss: 0.0137 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0145 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0141 - acc: 0.996 - ETA: 0s - loss: 0.0139 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0135 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0132 - acc: 0.996 - ETA: 0s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0154 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0156 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - 5s 792us/step - loss: 0.0153 - acc: 0.9963 - val_loss: 1.0074 - val_acc: 0.8479 Epoch 00080: val_loss did not improve from 0.55729 Epoch 81/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.1629e-04 - acc: 1.000 - ETA: 4s - loss: 0.0066 - acc: 1.0000 - ETA: 4s - loss: 0.0042 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.997 - 5s 791us/step - loss: 0.0114 - acc: 0.9979 - val_loss: 1.0895 - val_acc: 0.8431 Epoch 00081: val_loss did not improve from 0.55729 Epoch 82/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 5.3525e-04 - acc: 1.000 - ETA: 4s - loss: 5.0021e-04 - acc: 1.000 - ETA: 4s - loss: 4.3174e-04 - acc: 1.000 - ETA: 4s - loss: 4.8722e-04 - acc: 1.000 - ETA: 4s - loss: 4.9883e-04 - acc: 1.000 - ETA: 4s - loss: 6.4596e-04 - acc: 1.000 - ETA: 4s - loss: 5.6857e-04 - acc: 1.000 - ETA: 4s - loss: 7.4427e-04 - acc: 1.000 - ETA: 4s - loss: 6.9646e-04 - acc: 1.000 - ETA: 4s - loss: 6.4007e-04 - acc: 1.000 - ETA: 4s - loss: 6.3347e-04 - acc: 1.000 - ETA: 4s - loss: 5.9016e-04 - acc: 1.000 - ETA: 4s - loss: 5.8095e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - 5s 789us/step - loss: 0.0118 - acc: 0.9976 - val_loss: 1.0782 - val_acc: 0.8539 Epoch 00082: val_loss did not improve from 0.55729 Epoch 83/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.1260e-04 - acc: 1.000 - ETA: 4s - loss: 7.8863e-04 - acc: 1.000 - ETA: 5s - loss: 5.1467e-04 - acc: 1.000 - ETA: 4s - loss: 0.0667 - acc: 0.9958 - ETA: 4s - loss: 0.0506 - acc: 0.996 - ETA: 4s - loss: 0.0409 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - 5s 794us/step - loss: 0.0138 - acc: 0.9975 - val_loss: 1.0445 - val_acc: 0.8503 Epoch 00083: val_loss did not improve from 0.55729 Epoch 84/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0923e-04 - acc: 1.000 - ETA: 5s - loss: 3.0890e-04 - acc: 1.000 - ETA: 5s - loss: 6.5358e-04 - acc: 1.000 - ETA: 4s - loss: 8.3578e-04 - acc: 1.000 - ETA: 4s - loss: 6.9752e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0112 - acc: 0.996 - ETA: 2s - loss: 0.0111 - acc: 0.996 - ETA: 2s - loss: 0.0110 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0120 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0147 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0159 - acc: 0.995 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0147 - acc: 0.996 - ETA: 1s - loss: 0.0146 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0143 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0152 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0149 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.996 - ETA: 0s - loss: 0.0153 - acc: 0.996 - ETA: 0s - loss: 0.0151 - acc: 0.996 - ETA: 0s - loss: 0.0150 - acc: 0.996 - ETA: 0s - loss: 0.0148 - acc: 0.996 - ETA: 0s - loss: 0.0147 - acc: 0.996 - 5s 795us/step - loss: 0.0146 - acc: 0.9964 - val_loss: 1.0250 - val_acc: 0.8455 Epoch 00084: val_loss did not improve from 0.55729 Epoch 85/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1843e-04 - acc: 1.000 - ETA: 5s - loss: 0.0046 - acc: 1.0000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - 5s 795us/step - loss: 0.0091 - acc: 0.9975 - val_loss: 1.1209 - val_acc: 0.8431 Epoch 00085: val_loss did not improve from 0.55729 Epoch 86/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.1164e-04 - acc: 1.000 - ETA: 5s - loss: 0.0076 - acc: 1.0000 - ETA: 5s - loss: 0.0043 - acc: 1.000 - ETA: 4s - loss: 0.0239 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 796us/step - loss: 0.0123 - acc: 0.9984 - val_loss: 1.0340 - val_acc: 0.8587 Epoch 00086: val_loss did not improve from 0.55729 Epoch 87/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0547e-05 - acc: 1.000 - ETA: 4s - loss: 8.9667e-04 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 7.8109e-04 - acc: 1.000 - ETA: 4s - loss: 5.9511e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.996 - ETA: 2s - loss: 0.0089 - acc: 0.996 - ETA: 2s - loss: 0.0090 - acc: 0.996 - ETA: 2s - loss: 0.0087 - acc: 0.996 - ETA: 2s - loss: 0.0086 - acc: 0.996 - ETA: 2s - loss: 0.0084 - acc: 0.996 - ETA: 2s - loss: 0.0082 - acc: 0.996 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0068 - acc: 0.997 - ETA: 2s - loss: 0.0067 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.996 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.996 - ETA: 1s - loss: 0.0103 - acc: 0.996 - ETA: 1s - loss: 0.0109 - acc: 0.996 - ETA: 1s - loss: 0.0112 - acc: 0.996 - ETA: 1s - loss: 0.0112 - acc: 0.996 - ETA: 1s - loss: 0.0124 - acc: 0.996 - ETA: 1s - loss: 0.0122 - acc: 0.996 - ETA: 1s - loss: 0.0120 - acc: 0.996 - ETA: 1s - loss: 0.0119 - acc: 0.996 - ETA: 1s - loss: 0.0117 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 1s - loss: 0.0121 - acc: 0.996 - ETA: 1s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - ETA: 0s - loss: 0.0116 - acc: 0.996 - ETA: 0s - loss: 0.0115 - acc: 0.996 - ETA: 0s - loss: 0.0114 - acc: 0.996 - ETA: 0s - loss: 0.0112 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0109 - acc: 0.996 - ETA: 0s - loss: 0.0108 - acc: 0.996 - ETA: 0s - loss: 0.0107 - acc: 0.996 - ETA: 0s - loss: 0.0106 - acc: 0.996 - ETA: 0s - loss: 0.0105 - acc: 0.996 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.996 - ETA: 0s - loss: 0.0103 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - 5s 795us/step - loss: 0.0119 - acc: 0.9966 - val_loss: 1.0546 - val_acc: 0.8563 Epoch 00087: val_loss did not improve from 0.55729 Epoch 88/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0040 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.990 - ETA: 5s - loss: 0.0081 - acc: 0.993 - ETA: 4s - loss: 0.0056 - acc: 0.995 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.996 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - 5s 792us/step - loss: 0.0091 - acc: 0.9978 - val_loss: 1.0869 - val_acc: 0.8527 Epoch 00088: val_loss did not improve from 0.55729 Epoch 89/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.7494e-05 - acc: 1.000 - ETA: 4s - loss: 5.2296e-04 - acc: 1.000 - ETA: 4s - loss: 7.0567e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.994 - ETA: 4s - loss: 0.0180 - acc: 0.993 - ETA: 4s - loss: 0.0176 - acc: 0.993 - ETA: 4s - loss: 0.0187 - acc: 0.993 - ETA: 4s - loss: 0.0183 - acc: 0.992 - ETA: 4s - loss: 0.0174 - acc: 0.993 - ETA: 4s - loss: 0.0163 - acc: 0.993 - ETA: 4s - loss: 0.0157 - acc: 0.993 - ETA: 4s - loss: 0.0165 - acc: 0.992 - ETA: 4s - loss: 0.0158 - acc: 0.993 - ETA: 3s - loss: 0.0150 - acc: 0.993 - ETA: 3s - loss: 0.0143 - acc: 0.993 - ETA: 3s - loss: 0.0142 - acc: 0.993 - ETA: 3s - loss: 0.0140 - acc: 0.993 - ETA: 3s - loss: 0.0142 - acc: 0.993 - ETA: 3s - loss: 0.0138 - acc: 0.993 - ETA: 3s - loss: 0.0156 - acc: 0.993 - ETA: 3s - loss: 0.0163 - acc: 0.993 - ETA: 3s - loss: 0.0172 - acc: 0.993 - ETA: 3s - loss: 0.0166 - acc: 0.993 - ETA: 3s - loss: 0.0162 - acc: 0.993 - ETA: 3s - loss: 0.0157 - acc: 0.993 - ETA: 3s - loss: 0.0152 - acc: 0.993 - ETA: 3s - loss: 0.0149 - acc: 0.994 - ETA: 3s - loss: 0.0144 - acc: 0.994 - ETA: 3s - loss: 0.0140 - acc: 0.994 - ETA: 3s - loss: 0.0136 - acc: 0.994 - ETA: 2s - loss: 0.0132 - acc: 0.994 - ETA: 2s - loss: 0.0130 - acc: 0.994 - ETA: 2s - loss: 0.0126 - acc: 0.994 - ETA: 2s - loss: 0.0123 - acc: 0.995 - ETA: 2s - loss: 0.0120 - acc: 0.995 - ETA: 2s - loss: 0.0117 - acc: 0.995 - ETA: 2s - loss: 0.0115 - acc: 0.995 - ETA: 2s - loss: 0.0120 - acc: 0.994 - ETA: 2s - loss: 0.0118 - acc: 0.995 - ETA: 2s - loss: 0.0122 - acc: 0.994 - ETA: 2s - loss: 0.0120 - acc: 0.994 - ETA: 2s - loss: 0.0117 - acc: 0.995 - ETA: 2s - loss: 0.0114 - acc: 0.995 - ETA: 2s - loss: 0.0134 - acc: 0.995 - ETA: 2s - loss: 0.0133 - acc: 0.995 - ETA: 2s - loss: 0.0132 - acc: 0.995 - ETA: 2s - loss: 0.0129 - acc: 0.995 - ETA: 1s - loss: 0.0127 - acc: 0.995 - ETA: 1s - loss: 0.0124 - acc: 0.995 - ETA: 1s - loss: 0.0123 - acc: 0.995 - ETA: 1s - loss: 0.0121 - acc: 0.995 - ETA: 1s - loss: 0.0118 - acc: 0.995 - ETA: 1s - loss: 0.0120 - acc: 0.995 - ETA: 1s - loss: 0.0118 - acc: 0.995 - ETA: 1s - loss: 0.0116 - acc: 0.995 - ETA: 1s - loss: 0.0122 - acc: 0.995 - ETA: 1s - loss: 0.0120 - acc: 0.995 - ETA: 1s - loss: 0.0119 - acc: 0.995 - ETA: 1s - loss: 0.0121 - acc: 0.995 - ETA: 1s - loss: 0.0119 - acc: 0.995 - ETA: 1s - loss: 0.0124 - acc: 0.995 - ETA: 1s - loss: 0.0122 - acc: 0.995 - ETA: 1s - loss: 0.0121 - acc: 0.995 - ETA: 1s - loss: 0.0119 - acc: 0.995 - ETA: 1s - loss: 0.0118 - acc: 0.995 - ETA: 0s - loss: 0.0117 - acc: 0.995 - ETA: 0s - loss: 0.0115 - acc: 0.995 - ETA: 0s - loss: 0.0114 - acc: 0.995 - ETA: 0s - loss: 0.0113 - acc: 0.995 - ETA: 0s - loss: 0.0111 - acc: 0.995 - ETA: 0s - loss: 0.0110 - acc: 0.995 - ETA: 0s - loss: 0.0109 - acc: 0.995 - ETA: 0s - loss: 0.0107 - acc: 0.996 - ETA: 0s - loss: 0.0106 - acc: 0.996 - ETA: 0s - loss: 0.0105 - acc: 0.996 - ETA: 0s - loss: 0.0104 - acc: 0.996 - ETA: 0s - loss: 0.0102 - acc: 0.996 - ETA: 0s - loss: 0.0101 - acc: 0.996 - ETA: 0s - loss: 0.0100 - acc: 0.996 - ETA: 0s - loss: 0.0099 - acc: 0.996 - ETA: 0s - loss: 0.0098 - acc: 0.996 - ETA: 0s - loss: 0.0100 - acc: 0.996 - 5s 791us/step - loss: 0.0099 - acc: 0.9963 - val_loss: 1.0046 - val_acc: 0.8503 Epoch 00089: val_loss did not improve from 0.55729 Epoch 90/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9723e-04 - acc: 1.000 - ETA: 4s - loss: 0.1613 - acc: 0.9900 - ETA: 5s - loss: 0.1009 - acc: 0.993 - ETA: 4s - loss: 0.0681 - acc: 0.995 - ETA: 4s - loss: 0.0511 - acc: 0.996 - ETA: 4s - loss: 0.0431 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 4s - loss: 0.0385 - acc: 0.996 - ETA: 4s - loss: 0.0342 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.996 - ETA: 4s - loss: 0.0234 - acc: 0.996 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0223 - acc: 0.996 - ETA: 4s - loss: 0.0211 - acc: 0.996 - ETA: 3s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0193 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 793us/step - loss: 0.0115 - acc: 0.9981 - val_loss: 1.0997 - val_acc: 0.8587 Epoch 00090: val_loss did not improve from 0.55729 Epoch 91/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.8534e-06 - acc: 1.000 - ETA: 5s - loss: 5.0559e-05 - acc: 1.000 - ETA: 5s - loss: 1.6094e-04 - acc: 1.000 - ETA: 4s - loss: 1.1477e-04 - acc: 1.000 - ETA: 4s - loss: 9.4984e-05 - acc: 1.000 - ETA: 4s - loss: 8.5881e-05 - acc: 1.000 - ETA: 4s - loss: 1.0255e-04 - acc: 1.000 - ETA: 4s - loss: 6.2760e-04 - acc: 1.000 - ETA: 4s - loss: 5.9611e-04 - acc: 1.000 - ETA: 4s - loss: 5.9180e-04 - acc: 1.000 - ETA: 4s - loss: 6.2428e-04 - acc: 1.000 - ETA: 4s - loss: 8.4007e-04 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9979 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.996 - ETA: 4s - loss: 0.0148 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.996 - ETA: 4s - loss: 0.0134 - acc: 0.996 - ETA: 3s - loss: 0.0127 - acc: 0.996 - ETA: 3s - loss: 0.0121 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0108 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0082 - acc: 0.997 - ETA: 2s - loss: 0.0080 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 1s - loss: 0.0079 - acc: 0.997 - ETA: 1s - loss: 0.0078 - acc: 0.997 - ETA: 1s - loss: 0.0076 - acc: 0.997 - ETA: 1s - loss: 0.0081 - acc: 0.997 - ETA: 1s - loss: 0.0081 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.996 - ETA: 1s - loss: 0.0099 - acc: 0.996 - ETA: 1s - loss: 0.0098 - acc: 0.996 - ETA: 1s - loss: 0.0097 - acc: 0.996 - ETA: 1s - loss: 0.0095 - acc: 0.996 - ETA: 1s - loss: 0.0108 - acc: 0.996 - ETA: 1s - loss: 0.0106 - acc: 0.996 - ETA: 1s - loss: 0.0105 - acc: 0.996 - ETA: 1s - loss: 0.0104 - acc: 0.996 - ETA: 1s - loss: 0.0116 - acc: 0.996 - ETA: 0s - loss: 0.0115 - acc: 0.996 - ETA: 0s - loss: 0.0114 - acc: 0.996 - ETA: 0s - loss: 0.0112 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0110 - acc: 0.996 - ETA: 0s - loss: 0.0108 - acc: 0.996 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.996 - ETA: 0s - loss: 0.0112 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.996 - ETA: 0s - loss: 0.0112 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0110 - acc: 0.997 - 5s 792us/step - loss: 0.0109 - acc: 0.9970 - val_loss: 1.0536 - val_acc: 0.8611 Epoch 00091: val_loss did not improve from 0.55729 Epoch 92/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4325e-05 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0219 - acc: 0.996 - ETA: 3s - loss: 0.0239 - acc: 0.995 - ETA: 3s - loss: 0.0232 - acc: 0.996 - ETA: 2s - loss: 0.0227 - acc: 0.996 - ETA: 2s - loss: 0.0222 - acc: 0.996 - ETA: 2s - loss: 0.0216 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0202 - acc: 0.996 - ETA: 2s - loss: 0.0199 - acc: 0.996 - ETA: 2s - loss: 0.0194 - acc: 0.996 - ETA: 2s - loss: 0.0190 - acc: 0.996 - ETA: 2s - loss: 0.0187 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.996 - ETA: 2s - loss: 0.0181 - acc: 0.996 - ETA: 2s - loss: 0.0180 - acc: 0.996 - ETA: 2s - loss: 0.0178 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 2s - loss: 0.0174 - acc: 0.996 - ETA: 2s - loss: 0.0172 - acc: 0.996 - ETA: 1s - loss: 0.0169 - acc: 0.996 - ETA: 1s - loss: 0.0165 - acc: 0.996 - ETA: 1s - loss: 0.0165 - acc: 0.996 - ETA: 1s - loss: 0.0162 - acc: 0.996 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0153 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0146 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - 5s 797us/step - loss: 0.0126 - acc: 0.9970 - val_loss: 1.0036 - val_acc: 0.8443 Epoch 00092: val_loss did not improve from 0.55729 Epoch 93/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.4640e-04 - acc: 1.000 - ETA: 5s - loss: 4.1944e-04 - acc: 1.000 - ETA: 5s - loss: 9.9450e-04 - acc: 1.000 - ETA: 5s - loss: 8.0664e-04 - acc: 1.000 - ETA: 4s - loss: 6.9364e-04 - acc: 1.000 - ETA: 4s - loss: 6.1582e-04 - acc: 1.000 - ETA: 4s - loss: 7.0948e-04 - acc: 1.000 - ETA: 4s - loss: 6.5185e-04 - acc: 1.000 - ETA: 4s - loss: 6.0143e-04 - acc: 1.000 - ETA: 4s - loss: 5.5252e-04 - acc: 1.000 - ETA: 4s - loss: 4.9941e-04 - acc: 1.000 - ETA: 4s - loss: 4.6606e-04 - acc: 1.000 - ETA: 4s - loss: 4.8151e-04 - acc: 1.000 - ETA: 4s - loss: 4.4455e-04 - acc: 1.000 - ETA: 4s - loss: 4.2292e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9982 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0039 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.996 - ETA: 3s - loss: 0.0140 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0130 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.996 - ETA: 2s - loss: 0.0145 - acc: 0.996 - ETA: 2s - loss: 0.0142 - acc: 0.996 - ETA: 2s - loss: 0.0141 - acc: 0.996 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0139 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - 5s 804us/step - loss: 0.0141 - acc: 0.9967 - val_loss: 1.1118 - val_acc: 0.8407 Epoch 00093: val_loss did not improve from 0.55729 Epoch 94/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.8029e-04 - acc: 1.000 - ETA: 5s - loss: 0.0177 - acc: 0.9900 - ETA: 5s - loss: 0.0291 - acc: 0.987 - ETA: 5s - loss: 0.0196 - acc: 0.991 - ETA: 4s - loss: 0.0200 - acc: 0.990 - ETA: 4s - loss: 0.0188 - acc: 0.992 - ETA: 4s - loss: 0.0162 - acc: 0.993 - ETA: 4s - loss: 0.0437 - acc: 0.992 - ETA: 4s - loss: 0.0397 - acc: 0.993 - ETA: 4s - loss: 0.0361 - acc: 0.994 - ETA: 4s - loss: 0.0324 - acc: 0.994 - ETA: 4s - loss: 0.0354 - acc: 0.993 - ETA: 4s - loss: 0.0325 - acc: 0.994 - ETA: 4s - loss: 0.0300 - acc: 0.994 - ETA: 4s - loss: 0.0289 - acc: 0.995 - ETA: 4s - loss: 0.0274 - acc: 0.995 - ETA: 4s - loss: 0.0418 - acc: 0.994 - ETA: 4s - loss: 0.0393 - acc: 0.994 - ETA: 4s - loss: 0.0373 - acc: 0.994 - ETA: 4s - loss: 0.0357 - acc: 0.995 - ETA: 4s - loss: 0.0338 - acc: 0.995 - ETA: 4s - loss: 0.0325 - acc: 0.995 - ETA: 3s - loss: 0.0310 - acc: 0.995 - ETA: 3s - loss: 0.0296 - acc: 0.995 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0274 - acc: 0.996 - ETA: 3s - loss: 0.0266 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.996 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0221 - acc: 0.996 - ETA: 3s - loss: 0.0215 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.996 - ETA: 2s - loss: 0.0191 - acc: 0.996 - ETA: 2s - loss: 0.0186 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - 5s 808us/step - loss: 0.0128 - acc: 0.9976 - val_loss: 1.1262 - val_acc: 0.8539 Epoch 00094: val_loss did not improve from 0.55729 Epoch 95/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0304e-04 - acc: 1.000 - ETA: 5s - loss: 0.0108 - acc: 0.9900 - ETA: 5s - loss: 0.0097 - acc: 0.993 - ETA: 5s - loss: 0.0072 - acc: 0.995 - ETA: 5s - loss: 0.0128 - acc: 0.992 - ETA: 5s - loss: 0.0100 - acc: 0.994 - ETA: 5s - loss: 0.0098 - acc: 0.995 - ETA: 5s - loss: 0.0138 - acc: 0.993 - ETA: 4s - loss: 0.0119 - acc: 0.994 - ETA: 4s - loss: 0.0107 - acc: 0.995 - ETA: 4s - loss: 0.0098 - acc: 0.995 - ETA: 4s - loss: 0.0088 - acc: 0.996 - ETA: 4s - loss: 0.0082 - acc: 0.996 - ETA: 4s - loss: 0.0077 - acc: 0.996 - ETA: 4s - loss: 0.0071 - acc: 0.996 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.996 - ETA: 4s - loss: 0.0117 - acc: 0.996 - ETA: 4s - loss: 0.0127 - acc: 0.996 - ETA: 4s - loss: 0.0120 - acc: 0.996 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0127 - acc: 0.996 - ETA: 4s - loss: 0.0122 - acc: 0.996 - ETA: 4s - loss: 0.0159 - acc: 0.995 - ETA: 3s - loss: 0.0154 - acc: 0.995 - ETA: 3s - loss: 0.0149 - acc: 0.995 - ETA: 3s - loss: 0.0144 - acc: 0.995 - ETA: 3s - loss: 0.0140 - acc: 0.996 - ETA: 3s - loss: 0.0153 - acc: 0.995 - ETA: 3s - loss: 0.0149 - acc: 0.995 - ETA: 3s - loss: 0.0144 - acc: 0.995 - ETA: 3s - loss: 0.0141 - acc: 0.995 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0127 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0119 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0116 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0126 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0117 - acc: 0.996 - ETA: 2s - loss: 0.0115 - acc: 0.996 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0083 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0083 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - 6s 883us/step - loss: 0.0100 - acc: 0.9972 - val_loss: 1.0948 - val_acc: 0.8335 Epoch 00095: val_loss did not improve from 0.55729 Epoch 96/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0041 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.000 - ETA: 5s - loss: 0.0073 - acc: 0.998 - ETA: 5s - loss: 0.0066 - acc: 0.998 - ETA: 5s - loss: 0.0070 - acc: 0.998 - ETA: 5s - loss: 0.0067 - acc: 0.998 - ETA: 5s - loss: 0.0063 - acc: 0.998 - ETA: 5s - loss: 0.0058 - acc: 0.998 - ETA: 5s - loss: 0.0054 - acc: 0.998 - ETA: 5s - loss: 0.0050 - acc: 0.998 - ETA: 5s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0148 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0141 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0135 - acc: 0.996 - ETA: 3s - loss: 0.0138 - acc: 0.996 - ETA: 3s - loss: 0.0135 - acc: 0.996 - ETA: 3s - loss: 0.0133 - acc: 0.996 - ETA: 3s - loss: 0.0130 - acc: 0.996 - ETA: 3s - loss: 0.0127 - acc: 0.996 - ETA: 3s - loss: 0.0124 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0126 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0119 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0116 - acc: 0.996 - ETA: 2s - loss: 0.0139 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0161 - acc: 0.996 - ETA: 2s - loss: 0.0159 - acc: 0.996 - ETA: 2s - loss: 0.0158 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0151 - acc: 0.996 - ETA: 1s - loss: 0.0149 - acc: 0.996 - ETA: 1s - loss: 0.0147 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - 6s 903us/step - loss: 0.0136 - acc: 0.9973 - val_loss: 1.0891 - val_acc: 0.8539 Epoch 00096: val_loss did not improve from 0.55729 Epoch 97/2000 6680/6680 [==============================] - ETA: 5s - loss: 2.0857e-04 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.0000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 8.8827e-04 - acc: 1.000 - ETA: 5s - loss: 7.5946e-04 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.9733e-04 - acc: 1.000 - ETA: 5s - loss: 9.1892e-04 - acc: 1.000 - ETA: 5s - loss: 8.6774e-04 - acc: 1.000 - ETA: 5s - loss: 8.1243e-04 - acc: 1.000 - ETA: 5s - loss: 7.6123e-04 - acc: 1.000 - ETA: 5s - loss: 7.4110e-04 - acc: 1.000 - ETA: 4s - loss: 6.9881e-04 - acc: 1.000 - ETA: 4s - loss: 6.6233e-04 - acc: 1.000 - ETA: 4s - loss: 6.4756e-04 - acc: 1.000 - ETA: 4s - loss: 6.1947e-04 - acc: 1.000 - ETA: 4s - loss: 5.9529e-04 - acc: 1.000 - ETA: 4s - loss: 5.6942e-04 - acc: 1.000 - ETA: 4s - loss: 5.6810e-04 - acc: 1.000 - ETA: 4s - loss: 5.4999e-04 - acc: 1.000 - ETA: 4s - loss: 6.1009e-04 - acc: 1.000 - ETA: 4s - loss: 5.9267e-04 - acc: 1.000 - ETA: 4s - loss: 5.9088e-04 - acc: 1.000 - ETA: 4s - loss: 6.5259e-04 - acc: 1.000 - ETA: 4s - loss: 6.4075e-04 - acc: 1.000 - ETA: 4s - loss: 6.3300e-04 - acc: 1.000 - ETA: 4s - loss: 6.1688e-04 - acc: 1.000 - ETA: 4s - loss: 6.7206e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9995 - ETA: 4s - loss: 0.0012 - acc: 0.999 - 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ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - 6s 902us/step - loss: 0.0114 - acc: 0.9978 - val_loss: 1.1148 - val_acc: 0.8635 Epoch 00097: val_loss did not improve from 0.55729 Epoch 98/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.0069e-06 - acc: 1.000 - ETA: 5s - loss: 0.0079 - acc: 1.0000 - ETA: 5s - loss: 0.0046 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 0.998 - ETA: 5s - loss: 0.0074 - acc: 0.996 - ETA: 5s - loss: 0.0175 - acc: 0.995 - ETA: 5s - loss: 0.0193 - acc: 0.994 - ETA: 5s - loss: 0.0194 - acc: 0.993 - ETA: 5s - loss: 0.0184 - acc: 0.994 - ETA: 5s - loss: 0.0172 - acc: 0.994 - ETA: 5s - loss: 0.0161 - acc: 0.994 - ETA: 4s - loss: 0.0152 - acc: 0.995 - ETA: 4s - loss: 0.0144 - acc: 0.995 - ETA: 4s - loss: 0.0137 - acc: 0.995 - ETA: 4s - loss: 0.0130 - acc: 0.995 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 4s - loss: 0.0119 - acc: 0.996 - ETA: 4s - loss: 0.0114 - acc: 0.996 - ETA: 4s - loss: 0.0109 - acc: 0.996 - ETA: 4s - loss: 0.0105 - acc: 0.996 - ETA: 4s - 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ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 6s 901us/step - loss: 0.0093 - acc: 0.9981 - val_loss: 1.1351 - val_acc: 0.8563 Epoch 00099: val_loss did not improve from 0.55729 Epoch 100/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2157e-05 - acc: 1.000 - ETA: 6s - loss: 1.8860e-04 - acc: 1.000 - ETA: 5s - loss: 8.7928e-04 - acc: 1.000 - ETA: 5s - loss: 0.0068 - acc: 0.9950 - ETA: 5s - loss: 0.0054 - acc: 0.996 - ETA: 5s - loss: 0.0047 - acc: 0.996 - ETA: 5s - loss: 0.0040 - acc: 0.997 - ETA: 5s - loss: 0.0035 - acc: 0.997 - ETA: 5s - loss: 0.0031 - acc: 0.998 - ETA: 5s - loss: 0.0028 - acc: 0.998 - ETA: 5s - loss: 0.0026 - acc: 0.998 - ETA: 5s - loss: 0.0024 - acc: 0.998 - ETA: 5s - loss: 0.0023 - acc: 0.998 - ETA: 5s - loss: 0.0021 - acc: 0.998 - ETA: 5s - loss: 0.0020 - acc: 0.998 - ETA: 5s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0102 - acc: 0.996 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0096 - acc: 0.996 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.996 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.996 - ETA: 4s - loss: 0.0094 - 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ETA: 2s - loss: 0.0142 - acc: 0.996 - ETA: 2s - loss: 0.0143 - acc: 0.996 - ETA: 2s - loss: 0.0140 - acc: 0.996 - ETA: 2s - loss: 0.0140 - acc: 0.996 - ETA: 2s - loss: 0.0137 - acc: 0.996 - ETA: 2s - loss: 0.0135 - acc: 0.996 - ETA: 2s - loss: 0.0133 - acc: 0.996 - ETA: 2s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0123 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.996 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0122 - acc: 0.996 - ETA: 0s - loss: 0.0121 - acc: 0.996 - ETA: 0s - loss: 0.0119 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - ETA: 0s - loss: 0.0117 - acc: 0.996 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0118 - acc: 0.996 - 6s 855us/step - loss: 0.0118 - acc: 0.9969 - val_loss: 1.1310 - val_acc: 0.8527 Epoch 00100: val_loss did not improve from 0.55729 Epoch 101/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0049 - acc: 1.000 - ETA: 4s - loss: 0.0307 - acc: 0.990 - ETA: 4s - loss: 0.0280 - acc: 0.988 - ETA: 4s - loss: 0.0197 - acc: 0.992 - ETA: 4s - loss: 0.0161 - acc: 0.993 - ETA: 4s - loss: 0.0129 - acc: 0.995 - ETA: 4s - loss: 0.0115 - acc: 0.995 - ETA: 4s - loss: 0.0103 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.996 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.996 - ETA: 4s - loss: 0.0076 - acc: 0.996 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 789us/step - loss: 0.0117 - acc: 0.9981 - val_loss: 1.1826 - val_acc: 0.8551 Epoch 00101: val_loss did not improve from 0.55729 Epoch 102/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0157 - acc: 1.000 - ETA: 4s - loss: 0.1281 - acc: 0.990 - ETA: 4s - loss: 0.0715 - acc: 0.994 - ETA: 4s - loss: 0.0540 - acc: 0.995 - ETA: 4s - loss: 0.0405 - acc: 0.996 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0256 - acc: 0.996 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.996 - ETA: 2s - loss: 0.0184 - acc: 0.996 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0165 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - 5s 792us/step - loss: 0.0148 - acc: 0.9972 - val_loss: 1.1062 - val_acc: 0.8455 Epoch 00102: val_loss did not improve from 0.55729 Epoch 103/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.5085e-04 - acc: 1.000 - ETA: 5s - loss: 2.1953e-04 - acc: 1.000 - ETA: 5s - loss: 2.9432e-04 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0274 - acc: 0.996 - ETA: 3s - loss: 0.0274 - acc: 0.996 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0243 - acc: 0.996 - ETA: 3s - loss: 0.0234 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0212 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.996 - ETA: 3s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0194 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0205 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.996 - ETA: 2s - loss: 0.0195 - acc: 0.996 - ETA: 2s - loss: 0.0192 - acc: 0.996 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - 5s 794us/step - loss: 0.0130 - acc: 0.9978 - val_loss: 1.1553 - val_acc: 0.8695 Epoch 00103: val_loss did not improve from 0.55729 Epoch 104/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.4352e-05 - acc: 1.000 - ETA: 4s - loss: 0.0781 - acc: 0.9900 - ETA: 5s - loss: 0.0498 - acc: 0.993 - ETA: 4s - loss: 0.0468 - acc: 0.991 - ETA: 4s - loss: 0.0351 - acc: 0.993 - ETA: 4s - loss: 0.0284 - acc: 0.995 - ETA: 4s - loss: 0.0247 - acc: 0.995 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0183 - acc: 0.996 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - 5s 789us/step - loss: 0.0126 - acc: 0.9978 - val_loss: 1.1170 - val_acc: 0.8587 Epoch 00104: val_loss did not improve from 0.55729 Epoch 105/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1132e-05 - acc: 1.000 - ETA: 4s - loss: 2.7957e-04 - acc: 1.000 - ETA: 5s - loss: 5.1560e-04 - acc: 1.000 - ETA: 4s - loss: 0.0149 - acc: 0.9958 - ETA: 4s - loss: 0.0112 - acc: 0.996 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - 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acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - 5s 794us/step - loss: 0.0130 - acc: 0.9978 - val_loss: 1.1286 - val_acc: 0.8623 Epoch 00105: val_loss did not improve from 0.55729 Epoch 106/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0103e-05 - acc: 1.000 - ETA: 5s - loss: 8.4275e-05 - acc: 1.000 - ETA: 5s - loss: 1.8407e-04 - acc: 1.000 - ETA: 4s - loss: 1.5433e-04 - acc: 1.000 - ETA: 4s - loss: 1.3027e-04 - acc: 1.000 - ETA: 4s - loss: 1.0597e-04 - acc: 1.000 - ETA: 4s - loss: 8.8782e-05 - acc: 1.000 - ETA: 4s - loss: 8.9013e-05 - acc: 1.000 - ETA: 4s - loss: 8.5714e-05 - acc: 1.000 - ETA: 4s - loss: 1.7343e-04 - acc: 1.000 - ETA: 4s - loss: 2.2151e-04 - acc: 1.000 - ETA: 4s - loss: 2.0251e-04 - acc: 1.000 - ETA: 4s - loss: 3.2462e-04 - acc: 1.000 - ETA: 4s - loss: 3.0517e-04 - acc: 1.000 - ETA: 4s - loss: 2.9455e-04 - acc: 1.000 - ETA: 4s - loss: 2.7579e-04 - acc: 1.000 - ETA: 4s - loss: 2.6516e-04 - acc: 1.000 - ETA: 4s - loss: 2.5755e-04 - acc: 1.000 - ETA: 4s - loss: 2.4771e-04 - acc: 1.000 - ETA: 4s - loss: 2.3770e-04 - acc: 1.000 - ETA: 3s - loss: 2.2614e-04 - acc: 1.000 - ETA: 3s - loss: 2.1505e-04 - acc: 1.000 - ETA: 3s - loss: 2.0652e-04 - acc: 1.000 - ETA: 3s - loss: 2.0435e-04 - acc: 1.000 - ETA: 3s - loss: 1.9556e-04 - acc: 1.000 - ETA: 3s - loss: 1.9287e-04 - acc: 1.000 - ETA: 3s - loss: 1.8595e-04 - acc: 1.000 - ETA: 3s - loss: 1.8716e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9995 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8887e-04 - acc: 0.999 - ETA: 3s - loss: 9.6839e-04 - acc: 0.999 - ETA: 2s - loss: 9.4853e-04 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.9993 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - 6s 854us/step - loss: 0.0075 - acc: 0.9987 - val_loss: 1.0848 - val_acc: 0.8623 Epoch 00106: val_loss did not improve from 0.55729 Epoch 107/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2200e-04 - acc: 1.000 - ETA: 4s - loss: 0.0380 - acc: 0.9800 - ETA: 4s - loss: 0.0212 - acc: 0.988 - ETA: 4s - loss: 0.0182 - acc: 0.991 - ETA: 4s - loss: 0.0243 - acc: 0.990 - ETA: 4s - loss: 0.0195 - acc: 0.992 - ETA: 4s - loss: 0.0163 - acc: 0.993 - ETA: 4s - loss: 0.0140 - acc: 0.994 - ETA: 4s - loss: 0.0123 - acc: 0.995 - ETA: 4s - loss: 0.0112 - acc: 0.995 - ETA: 4s - loss: 0.0120 - acc: 0.994 - ETA: 4s - loss: 0.0109 - acc: 0.995 - ETA: 4s - loss: 0.0111 - acc: 0.995 - ETA: 4s - loss: 0.0102 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.996 - ETA: 4s - loss: 0.0089 - acc: 0.996 - ETA: 4s - loss: 0.0084 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0062 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0072 - acc: 0.997 - ETA: 2s - loss: 0.0070 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0091 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0087 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0082 - acc: 0.997 - ETA: 1s - loss: 0.0081 - acc: 0.997 - ETA: 1s - loss: 0.0082 - acc: 0.997 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 1s - loss: 0.0078 - acc: 0.997 - ETA: 1s - loss: 0.0077 - acc: 0.997 - ETA: 1s - loss: 0.0076 - acc: 0.997 - ETA: 1s - loss: 0.0075 - acc: 0.997 - ETA: 1s - loss: 0.0074 - acc: 0.997 - ETA: 1s - loss: 0.0073 - acc: 0.997 - ETA: 1s - loss: 0.0072 - acc: 0.997 - ETA: 1s - loss: 0.0071 - acc: 0.997 - ETA: 1s - loss: 0.0070 - acc: 0.997 - ETA: 0s - loss: 0.0070 - acc: 0.997 - ETA: 0s - loss: 0.0074 - acc: 0.997 - ETA: 0s - loss: 0.0073 - acc: 0.997 - ETA: 0s - loss: 0.0073 - acc: 0.997 - ETA: 0s - loss: 0.0072 - acc: 0.997 - ETA: 0s - loss: 0.0071 - acc: 0.997 - ETA: 0s - loss: 0.0070 - acc: 0.997 - ETA: 0s - loss: 0.0069 - acc: 0.997 - ETA: 0s - loss: 0.0077 - acc: 0.997 - ETA: 0s - loss: 0.0076 - acc: 0.997 - ETA: 0s - loss: 0.0079 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0084 - acc: 0.997 - ETA: 0s - loss: 0.0083 - acc: 0.997 - ETA: 0s - loss: 0.0082 - acc: 0.997 - 5s 791us/step - loss: 0.0081 - acc: 0.9975 - val_loss: 1.0760 - val_acc: 0.8599 Epoch 00107: val_loss did not improve from 0.55729 Epoch 108/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.6777e-06 - acc: 1.000 - ETA: 5s - loss: 2.0830e-05 - acc: 1.000 - ETA: 5s - loss: 9.3226e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.0957e-04 - acc: 1.000 - ETA: 4s - loss: 9.4730e-04 - acc: 1.000 - ETA: 4s - loss: 8.4657e-04 - acc: 1.000 - ETA: 4s - loss: 7.9011e-04 - acc: 1.000 - ETA: 4s - loss: 7.6925e-04 - acc: 1.000 - ETA: 4s - loss: 7.7949e-04 - acc: 1.000 - ETA: 4s - loss: 7.1595e-04 - acc: 1.000 - ETA: 4s - loss: 6.7606e-04 - acc: 1.000 - ETA: 4s - loss: 9.9465e-04 - acc: 1.000 - ETA: 4s - loss: 9.4147e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.6992e-04 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9992 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - 5s 790us/step - loss: 0.0088 - acc: 0.9984 - val_loss: 1.1655 - val_acc: 0.8479 Epoch 00108: val_loss did not improve from 0.55729 Epoch 109/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2094e-04 - acc: 1.000 - ETA: 4s - loss: 1.5095e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.996 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.995 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 4s - loss: 0.0198 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0174 - acc: 0.996 - ETA: 4s - loss: 0.0167 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - 5s 793us/step - loss: 0.0109 - acc: 0.9976 - val_loss: 1.1395 - val_acc: 0.8611 Epoch 00109: val_loss did not improve from 0.55729 Epoch 110/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0150 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - 5s 796us/step - loss: 0.0118 - acc: 0.9978 - val_loss: 1.0897 - val_acc: 0.8551 Epoch 00110: val_loss did not improve from 0.55729 Epoch 111/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.9533e-05 - acc: 1.000 - ETA: 5s - loss: 2.6625e-04 - acc: 1.000 - ETA: 5s - loss: 3.7570e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2847e-04 - acc: 1.000 - ETA: 4s - loss: 7.9815e-04 - acc: 1.000 - ETA: 4s - loss: 6.9634e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - 5s 800us/step - loss: 0.0089 - acc: 0.9982 - val_loss: 1.1167 - val_acc: 0.8611 Epoch 00111: val_loss did not improve from 0.55729 Epoch 112/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0556e-04 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 1.0000 - ETA: 4s - loss: 0.0077 - acc: 0.994 - ETA: 4s - loss: 0.0055 - acc: 0.996 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - 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acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - 5s 799us/step - loss: 0.0125 - acc: 0.9975 - val_loss: 1.0927 - val_acc: 0.8431 Epoch 00112: val_loss did not improve from 0.55729 Epoch 113/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0122 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8349e-04 - acc: 1.000 - ETA: 4s - loss: 7.7943e-04 - acc: 1.000 - ETA: 4s - loss: 0.0252 - acc: 0.9978 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.996 - ETA: 3s - loss: 0.0205 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.996 - ETA: 3s - loss: 0.0191 - acc: 0.996 - ETA: 3s - loss: 0.0295 - acc: 0.996 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.996 - ETA: 3s - loss: 0.0266 - acc: 0.996 - ETA: 3s - loss: 0.0257 - acc: 0.996 - ETA: 3s - loss: 0.0248 - acc: 0.996 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.996 - ETA: 3s - loss: 0.0228 - acc: 0.996 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.996 - ETA: 2s - loss: 0.0233 - acc: 0.996 - ETA: 2s - loss: 0.0241 - acc: 0.996 - ETA: 2s - loss: 0.0236 - acc: 0.996 - ETA: 2s - loss: 0.0231 - acc: 0.996 - ETA: 2s - loss: 0.0225 - acc: 0.996 - ETA: 2s - loss: 0.0220 - acc: 0.996 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.996 - ETA: 2s - loss: 0.0221 - acc: 0.996 - ETA: 2s - loss: 0.0217 - acc: 0.996 - ETA: 2s - loss: 0.0213 - acc: 0.996 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0205 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.996 - ETA: 2s - loss: 0.0197 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 1s - loss: 0.0187 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.996 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0161 - acc: 0.996 - ETA: 0s - loss: 0.0159 - acc: 0.996 - ETA: 0s - loss: 0.0157 - acc: 0.996 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.996 - ETA: 0s - loss: 0.0165 - acc: 0.996 - ETA: 0s - loss: 0.0163 - acc: 0.996 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - 5s 794us/step - loss: 0.0171 - acc: 0.9967 - val_loss: 1.0754 - val_acc: 0.8611 Epoch 00113: val_loss did not improve from 0.55729 Epoch 114/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.8134e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 5s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - 5s 791us/step - loss: 0.0123 - acc: 0.9978 - val_loss: 1.1900 - val_acc: 0.8527 Epoch 00114: val_loss did not improve from 0.55729 Epoch 115/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.2692e-06 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 7.8574e-04 - acc: 1.000 - ETA: 4s - loss: 6.3898e-04 - acc: 1.000 - ETA: 4s - loss: 6.6418e-04 - acc: 1.000 - ETA: 4s - loss: 7.9569e-04 - acc: 1.000 - ETA: 4s - loss: 8.1908e-04 - acc: 1.000 - ETA: 4s - loss: 9.9807e-04 - acc: 1.000 - ETA: 4s - loss: 8.8884e-04 - acc: 1.000 - ETA: 4s - loss: 9.0190e-04 - acc: 1.000 - ETA: 4s - loss: 8.6671e-04 - acc: 1.000 - ETA: 4s - loss: 7.9299e-04 - acc: 1.000 - ETA: 4s - loss: 7.2947e-04 - acc: 1.000 - ETA: 4s - loss: 6.9039e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9991 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - 5s 788us/step - loss: 0.0123 - acc: 0.9976 - val_loss: 1.1643 - val_acc: 0.8551 Epoch 00115: val_loss did not improve from 0.55729 Epoch 116/2000 6680/6680 [==============================] - 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acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 787us/step - loss: 0.0111 - acc: 0.9984 - val_loss: 1.1694 - val_acc: 0.8527 Epoch 00116: val_loss did not improve from 0.55729 Epoch 117/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3230e-05 - acc: 1.000 - ETA: 4s - loss: 8.6889e-04 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 8.9055e-04 - acc: 1.000 - ETA: 4s - loss: 6.7086e-04 - acc: 1.000 - ETA: 4s - loss: 5.4017e-04 - acc: 1.000 - ETA: 4s - loss: 5.2239e-04 - acc: 1.000 - ETA: 4s - loss: 4.6043e-04 - acc: 1.000 - ETA: 4s - loss: 4.0294e-04 - acc: 1.000 - ETA: 4s - loss: 3.7690e-04 - acc: 1.000 - ETA: 4s - loss: 3.5452e-04 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - 5s 788us/step - loss: 0.0098 - acc: 0.9984 - val_loss: 1.1972 - val_acc: 0.8539 Epoch 00117: val_loss did not improve from 0.55729 Epoch 118/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.6299e-06 - acc: 1.000 - ETA: 5s - loss: 0.0281 - acc: 0.9875 - ETA: 5s - loss: 0.0145 - acc: 0.993 - ETA: 4s - loss: 0.0134 - acc: 0.991 - ETA: 4s - loss: 0.0102 - acc: 0.993 - ETA: 4s - loss: 0.0086 - acc: 0.994 - ETA: 4s - loss: 0.0071 - acc: 0.995 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0053 - acc: 0.996 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - 5s 788us/step - loss: 0.0092 - acc: 0.9979 - val_loss: 1.1729 - val_acc: 0.8527 Epoch 00118: val_loss did not improve from 0.55729 Epoch 119/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0669 - acc: 0.950 - ETA: 5s - loss: 0.0208 - acc: 0.987 - ETA: 5s - loss: 0.0107 - acc: 0.993 - ETA: 5s - loss: 0.0078 - acc: 0.995 - ETA: 4s - loss: 0.0113 - acc: 0.993 - ETA: 5s - loss: 0.0288 - acc: 0.991 - ETA: 4s - loss: 0.0310 - acc: 0.990 - ETA: 4s - loss: 0.0263 - acc: 0.992 - ETA: 4s - loss: 0.0228 - acc: 0.993 - ETA: 4s - loss: 0.0211 - acc: 0.994 - ETA: 4s - loss: 0.0189 - acc: 0.994 - ETA: 4s - loss: 0.0174 - acc: 0.995 - ETA: 4s - loss: 0.0160 - 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acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0082 - acc: 0.997 - ETA: 1s - loss: 0.0081 - acc: 0.997 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0079 - acc: 0.997 - ETA: 0s - loss: 0.0078 - acc: 0.997 - ETA: 0s - loss: 0.0077 - acc: 0.997 - ETA: 0s - loss: 0.0076 - acc: 0.997 - ETA: 0s - loss: 0.0075 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.996 - ETA: 0s - loss: 0.0116 - acc: 0.996 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.996 - ETA: 0s - loss: 0.0113 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.996 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.996 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - 5s 790us/step - loss: 0.0114 - acc: 0.9970 - val_loss: 1.1058 - val_acc: 0.8611 Epoch 00119: val_loss did not improve from 0.55729 Epoch 120/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.3666 - acc: 0.950 - ETA: 4s - loss: 0.0735 - acc: 0.990 - ETA: 5s - loss: 0.0460 - acc: 0.993 - ETA: 4s - loss: 0.0307 - acc: 0.995 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - 5s 790us/step - loss: 0.0098 - acc: 0.9979 - val_loss: 1.1032 - val_acc: 0.8527 Epoch 00120: val_loss did not improve from 0.55729 Epoch 121/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5839e-06 - acc: 1.000 - ETA: 4s - loss: 5.3488e-06 - acc: 1.000 - ETA: 5s - loss: 4.8157e-06 - acc: 1.000 - ETA: 4s - loss: 1.8651e-05 - acc: 1.000 - ETA: 4s - loss: 2.4974e-04 - acc: 1.000 - ETA: 4s - loss: 2.2718e-04 - acc: 1.000 - ETA: 4s - loss: 2.0080e-04 - acc: 1.000 - ETA: 4s - loss: 1.8039e-04 - acc: 1.000 - ETA: 4s - loss: 1.5788e-04 - acc: 1.000 - ETA: 4s - loss: 1.6367e-04 - acc: 1.000 - ETA: 4s - loss: 1.5325e-04 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9988 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.997 - 5s 789us/step - loss: 0.0094 - acc: 0.9979 - val_loss: 1.1618 - val_acc: 0.8503 Epoch 00121: val_loss did not improve from 0.55729 Epoch 122/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.1291e-06 - acc: 1.000 - ETA: 5s - loss: 1.6669e-04 - acc: 1.000 - ETA: 5s - loss: 1.1806e-04 - acc: 1.000 - ETA: 5s - loss: 2.9054e-04 - acc: 1.000 - ETA: 5s - loss: 3.4327e-04 - acc: 1.000 - ETA: 5s - loss: 3.0378e-04 - acc: 1.000 - ETA: 4s - loss: 2.5952e-04 - acc: 1.000 - ETA: 4s - loss: 2.2667e-04 - acc: 1.000 - ETA: 4s - loss: 2.0500e-04 - acc: 1.000 - ETA: 4s - loss: 1.8296e-04 - acc: 1.000 - ETA: 4s - loss: 4.6706e-04 - acc: 1.000 - ETA: 4s - loss: 4.2330e-04 - acc: 1.000 - ETA: 4s - loss: 3.9537e-04 - acc: 1.000 - ETA: 4s - loss: 3.7166e-04 - acc: 1.000 - ETA: 4s - loss: 3.8550e-04 - acc: 1.000 - ETA: 4s - loss: 3.6292e-04 - acc: 1.000 - ETA: 4s - loss: 3.3892e-04 - acc: 1.000 - ETA: 4s - loss: 4.5125e-04 - acc: 1.000 - ETA: 4s - loss: 4.3380e-04 - acc: 1.000 - ETA: 4s - loss: 4.1716e-04 - acc: 1.000 - ETA: 4s - loss: 3.9473e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9994 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8951e-04 - acc: 0.999 - ETA: 3s - loss: 9.6487e-04 - acc: 0.999 - ETA: 3s - loss: 9.3522e-04 - acc: 0.999 - ETA: 3s - loss: 9.1393e-04 - acc: 0.999 - ETA: 3s - loss: 8.9760e-04 - acc: 0.999 - ETA: 3s - loss: 8.8689e-04 - acc: 0.999 - ETA: 3s - loss: 8.6231e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9993 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.997 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - 5s 795us/step - loss: 0.0106 - acc: 0.9979 - val_loss: 1.1722 - val_acc: 0.8443 Epoch 00122: val_loss did not improve from 0.55729 Epoch 123/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4335e-06 - acc: 1.000 - ETA: 4s - loss: 2.6225e-04 - acc: 1.000 - ETA: 5s - loss: 2.2164e-04 - acc: 1.000 - ETA: 5s - loss: 1.8132e-04 - acc: 1.000 - ETA: 4s - loss: 1.7167e-04 - acc: 1.000 - ETA: 5s - loss: 1.5308e-04 - acc: 1.000 - ETA: 4s - loss: 2.4915e-04 - acc: 1.000 - ETA: 4s - loss: 4.5097e-04 - acc: 1.000 - ETA: 4s - loss: 4.8157e-04 - acc: 1.000 - ETA: 4s - loss: 5.9699e-04 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9973 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.996 - ETA: 4s - loss: 0.0097 - acc: 0.996 - ETA: 4s - loss: 0.0092 - acc: 0.996 - ETA: 4s - loss: 0.0086 - acc: 0.996 - ETA: 4s - loss: 0.0081 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.996 - ETA: 3s - loss: 0.0072 - acc: 0.996 - ETA: 3s - loss: 0.0102 - acc: 0.996 - ETA: 3s - loss: 0.0100 - acc: 0.996 - ETA: 3s - loss: 0.0096 - acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0110 - acc: 0.996 - ETA: 3s - loss: 0.0133 - acc: 0.995 - ETA: 3s - loss: 0.0129 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.995 - ETA: 3s - loss: 0.0124 - acc: 0.995 - ETA: 3s - loss: 0.0121 - acc: 0.996 - ETA: 3s - loss: 0.0118 - acc: 0.996 - ETA: 3s - loss: 0.0116 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0131 - acc: 0.996 - ETA: 2s - loss: 0.0183 - acc: 0.995 - ETA: 2s - loss: 0.0178 - acc: 0.996 - ETA: 2s - loss: 0.0175 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0166 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0159 - acc: 0.996 - ETA: 2s - loss: 0.0156 - acc: 0.996 - ETA: 2s - loss: 0.0152 - acc: 0.996 - ETA: 2s - loss: 0.0150 - acc: 0.996 - ETA: 2s - loss: 0.0163 - acc: 0.996 - ETA: 2s - loss: 0.0160 - acc: 0.996 - ETA: 2s - loss: 0.0157 - acc: 0.996 - ETA: 2s - loss: 0.0153 - acc: 0.996 - ETA: 2s - loss: 0.0150 - acc: 0.996 - ETA: 2s - loss: 0.0150 - acc: 0.996 - ETA: 2s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0145 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0143 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.996 - ETA: 1s - loss: 0.0139 - acc: 0.996 - ETA: 1s - loss: 0.0138 - acc: 0.996 - ETA: 1s - loss: 0.0136 - acc: 0.996 - ETA: 1s - loss: 0.0134 - acc: 0.996 - ETA: 1s - loss: 0.0132 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0132 - acc: 0.996 - ETA: 1s - loss: 0.0130 - acc: 0.996 - ETA: 1s - loss: 0.0128 - acc: 0.996 - ETA: 0s - loss: 0.0127 - acc: 0.996 - ETA: 0s - loss: 0.0125 - acc: 0.996 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.996 - ETA: 0s - loss: 0.0128 - acc: 0.996 - ETA: 0s - loss: 0.0128 - acc: 0.996 - ETA: 0s - loss: 0.0126 - acc: 0.996 - ETA: 0s - loss: 0.0125 - acc: 0.996 - ETA: 0s - loss: 0.0124 - acc: 0.996 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - 5s 805us/step - loss: 0.0120 - acc: 0.9970 - val_loss: 1.1666 - val_acc: 0.8527 Epoch 00123: val_loss did not improve from 0.55729 Epoch 124/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3644e-07 - acc: 1.000 - ETA: 5s - loss: 6.3293e-04 - acc: 1.000 - ETA: 5s - loss: 3.1993e-04 - acc: 1.000 - ETA: 4s - loss: 2.7684e-04 - acc: 1.000 - ETA: 4s - loss: 2.1297e-04 - acc: 1.000 - ETA: 4s - loss: 1.9274e-04 - acc: 1.000 - ETA: 4s - loss: 1.7044e-04 - acc: 1.000 - ETA: 4s - loss: 1.7016e-04 - acc: 1.000 - ETA: 4s - loss: 1.7842e-04 - acc: 1.000 - ETA: 4s - loss: 1.7778e-04 - acc: 1.000 - ETA: 4s - loss: 1.7705e-04 - acc: 1.000 - ETA: 4s - loss: 1.6485e-04 - acc: 1.000 - ETA: 4s - loss: 1.5202e-04 - acc: 1.000 - ETA: 4s - loss: 1.4156e-04 - acc: 1.000 - ETA: 4s - loss: 3.3084e-04 - acc: 1.000 - ETA: 4s - loss: 3.2394e-04 - acc: 1.000 - ETA: 4s - loss: 3.1733e-04 - acc: 1.000 - ETA: 4s - loss: 3.0063e-04 - acc: 1.000 - ETA: 4s - loss: 2.9803e-04 - acc: 1.000 - ETA: 4s - loss: 2.8429e-04 - acc: 1.000 - ETA: 3s - loss: 2.7029e-04 - acc: 1.000 - ETA: 3s - loss: 2.5702e-04 - acc: 1.000 - ETA: 3s - loss: 2.4491e-04 - acc: 1.000 - ETA: 3s - loss: 2.4101e-04 - acc: 1.000 - ETA: 3s - loss: 2.3894e-04 - acc: 1.000 - ETA: 3s - loss: 2.7548e-04 - acc: 1.000 - ETA: 3s - loss: 2.6598e-04 - acc: 1.000 - ETA: 3s - loss: 2.5960e-04 - acc: 1.000 - ETA: 3s - loss: 2.5006e-04 - acc: 1.000 - ETA: 3s - loss: 2.4541e-04 - acc: 1.000 - ETA: 3s - loss: 2.3935e-04 - acc: 1.000 - ETA: 3s - loss: 2.3133e-04 - acc: 1.000 - ETA: 3s - loss: 2.2482e-04 - acc: 1.000 - ETA: 3s - loss: 2.1796e-04 - acc: 1.000 - ETA: 3s - loss: 2.1126e-04 - acc: 1.000 - ETA: 3s - loss: 2.0538e-04 - acc: 1.000 - ETA: 3s - loss: 2.0124e-04 - acc: 1.000 - ETA: 2s - loss: 1.9577e-04 - acc: 1.000 - ETA: 2s - loss: 4.0352e-04 - acc: 1.000 - ETA: 2s - loss: 4.1713e-04 - acc: 1.000 - ETA: 2s - loss: 4.0680e-04 - acc: 1.000 - ETA: 2s - loss: 3.9678e-04 - acc: 1.000 - ETA: 2s - loss: 0.0032 - acc: 0.9997 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 791us/step - loss: 0.0130 - acc: 0.9984 - val_loss: 1.1504 - val_acc: 0.8551 Epoch 00124: val_loss did not improve from 0.55729 Epoch 125/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.1207 - acc: 0.950 - ETA: 5s - loss: 0.0263 - acc: 0.990 - ETA: 5s - loss: 0.0148 - acc: 0.994 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.995 - ETA: 4s - loss: 0.0214 - acc: 0.995 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0180 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0179 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0157 - acc: 0.996 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0180 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - 5s 791us/step - loss: 0.0113 - acc: 0.9975 - val_loss: 1.1838 - val_acc: 0.8467 Epoch 00125: val_loss did not improve from 0.55729 Epoch 126/2000 6680/6680 [==============================] - ETA: 5s - loss: 0.0091 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.6255e-04 - acc: 1.000 - ETA: 4s - loss: 6.9326e-04 - acc: 1.000 - ETA: 4s - loss: 8.0700e-04 - acc: 1.000 - ETA: 4s - loss: 6.9287e-04 - acc: 1.000 - ETA: 4s - loss: 6.1383e-04 - acc: 1.000 - ETA: 4s - loss: 5.4974e-04 - acc: 1.000 - ETA: 4s - loss: 5.0059e-04 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9988 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0076 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0193 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0170 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 790us/step - loss: 0.0101 - acc: 0.9982 - val_loss: 1.1700 - val_acc: 0.8647 Epoch 00126: val_loss did not improve from 0.55729 Epoch 127/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.8978e-06 - acc: 1.000 - ETA: 5s - loss: 4.1162e-04 - acc: 1.000 - ETA: 5s - loss: 2.8656e-04 - acc: 1.000 - ETA: 5s - loss: 2.1044e-04 - acc: 1.000 - ETA: 4s - loss: 1.6413e-04 - acc: 1.000 - ETA: 4s - loss: 1.4331e-04 - acc: 1.000 - ETA: 4s - loss: 2.3135e-04 - acc: 1.000 - ETA: 4s - loss: 1.9799e-04 - acc: 1.000 - ETA: 4s - loss: 1.9016e-04 - acc: 1.000 - ETA: 4s - loss: 3.9324e-04 - acc: 1.000 - ETA: 4s - loss: 3.7470e-04 - acc: 1.000 - ETA: 4s - loss: 3.6602e-04 - acc: 1.000 - ETA: 4s - loss: 3.7276e-04 - acc: 1.000 - ETA: 4s - loss: 0.0067 - acc: 0.9980 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.996 - ETA: 3s - loss: 0.0140 - acc: 0.996 - ETA: 3s - loss: 0.0134 - acc: 0.996 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 800us/step - loss: 0.0108 - acc: 0.9982 - val_loss: 1.1877 - val_acc: 0.8491 Epoch 00127: val_loss did not improve from 0.55729 Epoch 128/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.8835e-06 - acc: 1.000 - ETA: 5s - loss: 1.5637e-05 - acc: 1.000 - ETA: 5s - loss: 2.6763e-04 - acc: 1.000 - ETA: 5s - loss: 2.6916e-04 - acc: 1.000 - ETA: 4s - loss: 2.2492e-04 - acc: 1.000 - ETA: 4s - loss: 1.8850e-04 - acc: 1.000 - ETA: 4s - loss: 1.6523e-04 - acc: 1.000 - ETA: 4s - loss: 1.4123e-04 - acc: 1.000 - ETA: 4s - loss: 1.2796e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.9674e-04 - acc: 1.000 - ETA: 4s - loss: 9.0087e-04 - acc: 1.000 - ETA: 4s - loss: 8.4681e-04 - acc: 1.000 - ETA: 4s - loss: 7.8059e-04 - acc: 1.000 - ETA: 4s - loss: 7.4823e-04 - acc: 1.000 - ETA: 4s - loss: 7.8215e-04 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9992 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - 6s 831us/step - loss: 0.0125 - acc: 0.9976 - val_loss: 1.2592 - val_acc: 0.8407 Epoch 00128: val_loss did not improve from 0.55729 Epoch 129/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.2428e-05 - acc: 1.000 - ETA: 5s - loss: 0.1444 - acc: 0.9875 - ETA: 5s - loss: 0.0828 - acc: 0.992 - ETA: 5s - loss: 0.0593 - acc: 0.995 - ETA: 5s - loss: 0.0476 - acc: 0.996 - ETA: 5s - loss: 0.0390 - acc: 0.996 - ETA: 5s - loss: 0.0330 - acc: 0.997 - ETA: 5s - loss: 0.0286 - acc: 0.997 - ETA: 5s - loss: 0.0251 - acc: 0.998 - ETA: 5s - loss: 0.0225 - acc: 0.998 - ETA: 5s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 6s 846us/step - loss: 0.0095 - acc: 0.9985 - val_loss: 1.2229 - val_acc: 0.8527 Epoch 00129: val_loss did not improve from 0.55729 Epoch 130/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4333e-06 - acc: 1.000 - ETA: 5s - loss: 7.0983e-05 - acc: 1.000 - ETA: 5s - loss: 4.4699e-05 - acc: 1.000 - ETA: 5s - loss: 4.8365e-05 - acc: 1.000 - ETA: 5s - loss: 5.0484e-05 - acc: 1.000 - ETA: 4s - loss: 4.3735e-05 - acc: 1.000 - ETA: 4s - loss: 4.1693e-05 - acc: 1.000 - ETA: 4s - loss: 7.0331e-05 - acc: 1.000 - ETA: 4s - loss: 6.1788e-05 - acc: 1.000 - ETA: 4s - loss: 5.7510e-05 - acc: 1.000 - ETA: 4s - loss: 8.5095e-05 - acc: 1.000 - ETA: 4s - loss: 7.9248e-05 - acc: 1.000 - ETA: 4s - loss: 1.4778e-04 - acc: 1.000 - ETA: 4s - loss: 1.5534e-04 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9990 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - 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acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.996 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - 5s 802us/step - loss: 0.0131 - acc: 0.9975 - val_loss: 1.1261 - val_acc: 0.8503 Epoch 00130: val_loss did not improve from 0.55729 Epoch 131/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3207e-05 - acc: 1.000 - ETA: 5s - loss: 0.1165 - acc: 0.9875 - ETA: 5s - loss: 0.0583 - acc: 0.993 - ETA: 4s - loss: 0.0390 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.996 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0179 - acc: 0.996 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - 5s 796us/step - loss: 0.0116 - acc: 0.9973 - val_loss: 1.2547 - val_acc: 0.8419 Epoch 00131: val_loss did not improve from 0.55729 Epoch 132/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.6163e-06 - acc: 1.000 - ETA: 5s - loss: 1.0401e-04 - acc: 1.000 - ETA: 5s - loss: 1.8210e-04 - acc: 1.000 - ETA: 4s - loss: 3.0537e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - 5s 792us/step - loss: 0.0114 - acc: 0.9979 - val_loss: 1.2416 - val_acc: 0.8503 Epoch 00132: val_loss did not improve from 0.55729 Epoch 133/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3187e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 7.9705e-04 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9969 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8854e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9992 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.997 - 5s 791us/step - loss: 0.0120 - acc: 0.9979 - val_loss: 1.2175 - val_acc: 0.8563 Epoch 00133: val_loss did not improve from 0.55729 Epoch 134/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0787 - acc: 0.950 - ETA: 5s - loss: 0.0201 - acc: 0.990 - ETA: 5s - loss: 0.0112 - acc: 0.994 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.995 - ETA: 4s - loss: 0.0099 - acc: 0.994 - ETA: 4s - loss: 0.0089 - acc: 0.995 - ETA: 4s - loss: 0.0309 - acc: 0.994 - ETA: 4s - loss: 0.0293 - acc: 0.993 - ETA: 4s - loss: 0.0267 - acc: 0.994 - ETA: 4s - loss: 0.0245 - acc: 0.994 - ETA: 4s - loss: 0.0230 - acc: 0.995 - ETA: 4s - loss: 0.0213 - acc: 0.995 - ETA: 4s - loss: 0.0206 - acc: 0.994 - ETA: 4s - loss: 0.0193 - acc: 0.995 - ETA: 4s - loss: 0.0182 - acc: 0.995 - ETA: 4s - loss: 0.0175 - acc: 0.995 - ETA: 4s - loss: 0.0172 - acc: 0.995 - ETA: 3s - loss: 0.0164 - acc: 0.995 - ETA: 3s - loss: 0.0156 - acc: 0.995 - ETA: 3s - loss: 0.0149 - acc: 0.995 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0136 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0127 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0120 - acc: 0.996 - ETA: 3s - loss: 0.0115 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0113 - acc: 0.996 - ETA: 3s - loss: 0.0109 - acc: 0.996 - ETA: 3s - loss: 0.0107 - acc: 0.996 - ETA: 3s - loss: 0.0104 - acc: 0.996 - ETA: 2s - loss: 0.0101 - acc: 0.996 - ETA: 2s - loss: 0.0099 - acc: 0.996 - ETA: 2s - loss: 0.0096 - acc: 0.996 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0112 - acc: 0.996 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0112 - acc: 0.996 - ETA: 2s - loss: 0.0110 - acc: 0.996 - ETA: 2s - loss: 0.0107 - acc: 0.996 - ETA: 2s - loss: 0.0104 - acc: 0.996 - ETA: 2s - loss: 0.0103 - acc: 0.996 - ETA: 2s - loss: 0.0102 - acc: 0.996 - ETA: 2s - loss: 0.0115 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0121 - acc: 0.996 - ETA: 2s - loss: 0.0129 - acc: 0.996 - ETA: 2s - loss: 0.0127 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0131 - acc: 0.996 - ETA: 1s - loss: 0.0128 - acc: 0.996 - ETA: 1s - loss: 0.0126 - acc: 0.996 - ETA: 1s - loss: 0.0124 - acc: 0.996 - ETA: 1s - loss: 0.0137 - acc: 0.996 - ETA: 1s - loss: 0.0135 - acc: 0.996 - ETA: 1s - loss: 0.0133 - acc: 0.996 - ETA: 1s - loss: 0.0130 - acc: 0.996 - ETA: 1s - loss: 0.0129 - acc: 0.996 - ETA: 1s - loss: 0.0128 - acc: 0.996 - ETA: 1s - loss: 0.0155 - acc: 0.996 - ETA: 1s - loss: 0.0152 - acc: 0.996 - ETA: 1s - loss: 0.0150 - acc: 0.996 - ETA: 1s - loss: 0.0148 - acc: 0.996 - ETA: 1s - loss: 0.0146 - acc: 0.996 - ETA: 0s - loss: 0.0144 - acc: 0.996 - ETA: 0s - loss: 0.0142 - acc: 0.996 - ETA: 0s - loss: 0.0140 - acc: 0.996 - ETA: 0s - loss: 0.0138 - acc: 0.996 - ETA: 0s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0134 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.996 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - 5s 791us/step - loss: 0.0118 - acc: 0.9972 - val_loss: 1.1744 - val_acc: 0.8527 Epoch 00134: val_loss did not improve from 0.55729 Epoch 135/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4803e-05 - acc: 1.000 - ETA: 4s - loss: 1.9039e-04 - acc: 1.000 - ETA: 5s - loss: 1.8388e-04 - acc: 1.000 - ETA: 4s - loss: 8.4313e-04 - acc: 1.000 - ETA: 4s - loss: 6.3537e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0363 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - 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acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - 5s 793us/step - loss: 0.0141 - acc: 0.9973 - val_loss: 1.2334 - val_acc: 0.8359 Epoch 00135: val_loss did not improve from 0.55729 Epoch 136/2000 6680/6680 [==============================] - ETA: 6s - loss: 9.8440e-05 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.8916e-04 - acc: 1.000 - ETA: 4s - loss: 8.2520e-04 - acc: 1.000 - ETA: 4s - loss: 7.1055e-04 - acc: 1.000 - ETA: 4s - loss: 6.8077e-04 - acc: 1.000 - ETA: 4s - loss: 6.0414e-04 - acc: 1.000 - ETA: 4s - loss: 5.5789e-04 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9988 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - 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acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - 5s 792us/step - loss: 0.0114 - acc: 0.9978 - val_loss: 1.2129 - val_acc: 0.8515 Epoch 00136: val_loss did not improve from 0.55729 Epoch 137/2000 6680/6680 [==============================] - ETA: 5s - loss: 4.5241e-06 - acc: 1.000 - ETA: 5s - loss: 5.7267e-05 - acc: 1.000 - ETA: 5s - loss: 7.1731e-05 - acc: 1.000 - ETA: 4s - loss: 5.9934e-05 - acc: 1.000 - ETA: 4s - loss: 1.9144e-04 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.9976 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.996 - 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acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0074 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - 5s 792us/step - loss: 0.0095 - acc: 0.9979 - val_loss: 1.2692 - val_acc: 0.8431 Epoch 00137: val_loss did not improve from 0.55729 Epoch 138/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5525e-06 - acc: 1.000 - ETA: 4s - loss: 6.3466e-06 - acc: 1.000 - ETA: 5s - loss: 7.3587e-06 - acc: 1.000 - ETA: 4s - loss: 9.4262e-06 - acc: 1.000 - ETA: 4s - loss: 1.1489e-05 - acc: 1.000 - ETA: 4s - loss: 2.9346e-05 - acc: 1.000 - ETA: 4s - loss: 4.9705e-05 - acc: 1.000 - ETA: 4s - loss: 5.3603e-05 - acc: 1.000 - ETA: 4s - loss: 8.6092e-05 - acc: 1.000 - ETA: 4s - loss: 8.6983e-05 - acc: 1.000 - ETA: 4s - loss: 3.3251e-04 - acc: 1.000 - ETA: 4s - loss: 4.0778e-04 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9989 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - 5s 792us/step - loss: 0.0098 - acc: 0.9978 - val_loss: 1.2829 - val_acc: 0.8407 Epoch 00138: val_loss did not improve from 0.55729 Epoch 139/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6179e-05 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.0000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 8.4829e-04 - acc: 1.000 - ETA: 5s - loss: 6.6995e-04 - acc: 1.000 - ETA: 5s - loss: 5.7847e-04 - acc: 1.000 - ETA: 4s - loss: 4.9651e-04 - acc: 1.000 - ETA: 4s - loss: 4.1883e-04 - acc: 1.000 - ETA: 4s - loss: 3.8915e-04 - acc: 1.000 - ETA: 4s - loss: 3.4650e-04 - acc: 1.000 - ETA: 4s - loss: 3.2097e-04 - acc: 1.000 - ETA: 4s - loss: 3.0219e-04 - acc: 1.000 - ETA: 4s - loss: 2.7396e-04 - acc: 1.000 - ETA: 4s - loss: 2.5046e-04 - acc: 1.000 - ETA: 4s - loss: 2.8070e-04 - acc: 1.000 - ETA: 4s - loss: 2.6500e-04 - acc: 1.000 - ETA: 4s - loss: 2.4721e-04 - acc: 1.000 - ETA: 4s - loss: 2.3602e-04 - acc: 1.000 - ETA: 4s - loss: 2.2415e-04 - acc: 1.000 - ETA: 4s - loss: 2.1612e-04 - acc: 1.000 - ETA: 4s - loss: 2.0434e-04 - acc: 1.000 - ETA: 4s - loss: 1.9440e-04 - acc: 1.000 - ETA: 4s - loss: 1.8740e-04 - acc: 1.000 - ETA: 3s - loss: 1.7855e-04 - acc: 1.000 - ETA: 3s - loss: 1.7241e-04 - acc: 1.000 - ETA: 3s - loss: 1.6525e-04 - acc: 1.000 - ETA: 3s - loss: 0.0037 - acc: 0.9989 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 0s - loss: 0.0016 - acc: 0.999 - ETA: 0s - loss: 0.0016 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - 5s 800us/step - loss: 0.0075 - acc: 0.9988 - val_loss: 1.1819 - val_acc: 0.8455 Epoch 00139: val_loss did not improve from 0.55729 Epoch 140/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3073e-05 - acc: 1.000 - ETA: 4s - loss: 0.0443 - acc: 0.9900 - ETA: 4s - loss: 0.0249 - acc: 0.994 - ETA: 4s - loss: 0.0189 - acc: 0.995 - ETA: 4s - loss: 0.0145 - acc: 0.996 - ETA: 4s - loss: 0.0152 - acc: 0.995 - ETA: 4s - loss: 0.0132 - acc: 0.995 - ETA: 4s - loss: 0.0113 - acc: 0.996 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - 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acc: 0.996 - ETA: 2s - loss: 0.0203 - acc: 0.996 - ETA: 2s - loss: 0.0216 - acc: 0.996 - ETA: 1s - loss: 0.0212 - acc: 0.996 - ETA: 1s - loss: 0.0213 - acc: 0.996 - ETA: 1s - loss: 0.0210 - acc: 0.996 - ETA: 1s - loss: 0.0206 - acc: 0.996 - ETA: 1s - loss: 0.0203 - acc: 0.996 - ETA: 1s - loss: 0.0199 - acc: 0.996 - ETA: 1s - loss: 0.0197 - acc: 0.996 - ETA: 1s - loss: 0.0193 - acc: 0.996 - ETA: 1s - loss: 0.0190 - acc: 0.996 - ETA: 1s - loss: 0.0187 - acc: 0.996 - ETA: 1s - loss: 0.0184 - acc: 0.996 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - 5s 794us/step - loss: 0.0153 - acc: 0.9975 - val_loss: 1.1632 - val_acc: 0.8635 Epoch 00140: val_loss did not improve from 0.55729 Epoch 141/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5551e-04 - acc: 1.000 - ETA: 5s - loss: 1.0142e-04 - acc: 1.000 - ETA: 5s - loss: 5.7371e-04 - acc: 1.000 - ETA: 4s - loss: 3.8489e-04 - acc: 1.000 - ETA: 4s - loss: 2.9306e-04 - acc: 1.000 - ETA: 4s - loss: 3.0928e-04 - acc: 1.000 - ETA: 4s - loss: 2.8313e-04 - acc: 1.000 - ETA: 4s - loss: 2.4422e-04 - acc: 1.000 - ETA: 4s - loss: 2.2737e-04 - acc: 1.000 - ETA: 4s - loss: 2.1508e-04 - acc: 1.000 - ETA: 4s - loss: 1.9297e-04 - acc: 1.000 - ETA: 4s - loss: 1.7517e-04 - acc: 1.000 - ETA: 4s - loss: 9.2525e-04 - acc: 1.000 - ETA: 4s - loss: 8.5031e-04 - acc: 1.000 - ETA: 4s - loss: 7.8640e-04 - acc: 1.000 - ETA: 4s - loss: 8.7590e-04 - acc: 1.000 - ETA: 4s - loss: 8.2816e-04 - acc: 1.000 - ETA: 4s - loss: 7.9083e-04 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9993 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - 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acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0183 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0174 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - 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acc: 0.997 - 5s 819us/step - loss: 0.0092 - acc: 0.9976 - val_loss: 1.1724 - val_acc: 0.8431 Epoch 00142: val_loss did not improve from 0.55729 Epoch 143/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.5700e-06 - acc: 1.000 - ETA: 5s - loss: 4.5943e-05 - acc: 1.000 - ETA: 5s - loss: 4.2989e-05 - acc: 1.000 - ETA: 5s - loss: 0.0674 - acc: 0.9958 - ETA: 4s - loss: 0.0559 - acc: 0.993 - ETA: 4s - loss: 0.0450 - acc: 0.995 - ETA: 4s - loss: 0.0381 - acc: 0.995 - ETA: 4s - loss: 0.0327 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.995 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.996 - ETA: 4s - loss: 0.0238 - acc: 0.996 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0212 - acc: 0.996 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 793us/step - loss: 0.0110 - acc: 0.9982 - val_loss: 1.2485 - val_acc: 0.8467 Epoch 00143: val_loss did not improve from 0.55729 Epoch 144/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1265e-06 - acc: 1.000 - ETA: 5s - loss: 0.0372 - acc: 0.9900 - ETA: 4s - loss: 0.0207 - acc: 0.994 - ETA: 4s - loss: 0.0143 - acc: 0.996 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 4s - loss: 0.0093 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 796us/step - loss: 0.0099 - acc: 0.9985 - val_loss: 1.1996 - val_acc: 0.8587 Epoch 00144: val_loss did not improve from 0.55729 Epoch 145/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4047e-05 - acc: 1.000 - ETA: 5s - loss: 5.8461e-05 - acc: 1.000 - ETA: 5s - loss: 8.0608e-05 - acc: 1.000 - ETA: 4s - loss: 3.7082e-04 - acc: 1.000 - ETA: 4s - loss: 3.1538e-04 - acc: 1.000 - ETA: 4s - loss: 9.9217e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.5105e-04 - acc: 1.000 - ETA: 4s - loss: 9.0869e-04 - acc: 1.000 - ETA: 4s - loss: 8.5851e-04 - acc: 1.000 - ETA: 3s - loss: 8.1307e-04 - acc: 1.000 - ETA: 3s - loss: 7.7813e-04 - acc: 1.000 - ETA: 3s - loss: 7.4214e-04 - acc: 1.000 - ETA: 3s - loss: 7.2344e-04 - acc: 1.000 - ETA: 3s - loss: 7.6039e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 1.0000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 1.000 - ETA: 3s - loss: 9.7567e-04 - acc: 1.000 - ETA: 3s - loss: 9.6089e-04 - acc: 1.000 - ETA: 3s - loss: 9.2786e-04 - acc: 1.000 - ETA: 3s - loss: 9.0524e-04 - acc: 1.000 - ETA: 3s - loss: 9.0892e-04 - acc: 1.000 - ETA: 3s - loss: 8.8081e-04 - acc: 1.000 - ETA: 3s - loss: 8.7803e-04 - acc: 1.000 - ETA: 3s - loss: 8.6318e-04 - acc: 1.000 - ETA: 2s - loss: 8.3860e-04 - acc: 1.000 - ETA: 2s - loss: 8.1528e-04 - acc: 1.000 - ETA: 2s - loss: 7.9871e-04 - acc: 1.000 - ETA: 2s - loss: 7.7905e-04 - acc: 1.000 - ETA: 2s - loss: 7.6063e-04 - acc: 1.000 - ETA: 2s - loss: 7.4383e-04 - acc: 1.000 - ETA: 2s - loss: 7.3026e-04 - acc: 1.000 - ETA: 2s - loss: 0.0018 - acc: 0.9997 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 794us/step - loss: 0.0098 - acc: 0.9982 - val_loss: 1.1496 - val_acc: 0.8539 Epoch 00145: val_loss did not improve from 0.55729 Epoch 146/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.2883e-07 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9900 - ETA: 4s - loss: 0.0053 - acc: 0.994 - ETA: 4s - loss: 0.0040 - acc: 0.995 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0043 - acc: 0.995 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 4s - loss: 0.0042 - acc: 0.995 - ETA: 4s - loss: 0.0039 - acc: 0.995 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 3s - loss: 0.0026 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.996 - ETA: 3s - loss: 0.0082 - acc: 0.996 - ETA: 3s - loss: 0.0079 - acc: 0.996 - ETA: 3s - loss: 0.0075 - acc: 0.996 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.997 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.997 - ETA: 1s - loss: 0.0061 - acc: 0.997 - ETA: 1s - loss: 0.0060 - acc: 0.997 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.997 - ETA: 0s - loss: 0.0078 - acc: 0.997 - ETA: 0s - loss: 0.0078 - acc: 0.997 - ETA: 0s - loss: 0.0077 - acc: 0.997 - ETA: 0s - loss: 0.0076 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - 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acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - 5s 790us/step - loss: 0.0109 - acc: 0.9978 - val_loss: 1.1871 - val_acc: 0.8407 Epoch 00147: val_loss did not improve from 0.55729 Epoch 148/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9045e-05 - acc: 1.000 - ETA: 5s - loss: 1.1870e-05 - acc: 1.000 - ETA: 5s - loss: 1.8822e-05 - acc: 1.000 - ETA: 4s - loss: 1.9934e-05 - acc: 1.000 - ETA: 4s - loss: 4.0295e-04 - acc: 1.000 - ETA: 4s - loss: 3.4783e-04 - acc: 1.000 - ETA: 4s - loss: 3.0312e-04 - acc: 1.000 - ETA: 4s - loss: 3.4253e-04 - acc: 1.000 - ETA: 4s - loss: 3.1373e-04 - acc: 1.000 - ETA: 4s - loss: 2.9361e-04 - acc: 1.000 - ETA: 4s - loss: 2.6518e-04 - acc: 1.000 - ETA: 4s - loss: 2.4650e-04 - acc: 1.000 - ETA: 4s - loss: 2.3030e-04 - acc: 1.000 - ETA: 4s - loss: 2.1217e-04 - acc: 1.000 - ETA: 4s - loss: 1.9624e-04 - acc: 1.000 - ETA: 4s - loss: 1.8594e-04 - acc: 1.000 - ETA: 4s - loss: 1.8335e-04 - acc: 1.000 - ETA: 4s - loss: 1.7648e-04 - acc: 1.000 - ETA: 4s - loss: 1.7100e-04 - acc: 1.000 - ETA: 4s - loss: 1.6583e-04 - acc: 1.000 - ETA: 4s - loss: 1.5771e-04 - acc: 1.000 - ETA: 3s - loss: 1.8430e-04 - acc: 1.000 - ETA: 3s - loss: 2.0148e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9994 - 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acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - 5s 794us/step - loss: 0.0105 - acc: 0.9982 - val_loss: 1.2516 - val_acc: 0.8491 Epoch 00148: val_loss did not improve from 0.55729 Epoch 149/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.8463e-04 - acc: 1.000 - ETA: 5s - loss: 1.1209e-04 - acc: 1.000 - ETA: 5s - loss: 9.2983e-04 - acc: 1.000 - ETA: 4s - loss: 6.2924e-04 - acc: 1.000 - ETA: 4s - loss: 4.7541e-04 - acc: 1.000 - ETA: 4s - loss: 4.1036e-04 - acc: 1.000 - ETA: 4s - loss: 3.6781e-04 - acc: 1.000 - ETA: 4s - loss: 4.0108e-04 - 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acc: 0.996 - ETA: 2s - loss: 0.0212 - acc: 0.995 - ETA: 2s - loss: 0.0209 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 2s - loss: 0.0200 - acc: 0.996 - ETA: 2s - loss: 0.0195 - acc: 0.996 - ETA: 2s - loss: 0.0191 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0205 - acc: 0.996 - ETA: 1s - loss: 0.0212 - acc: 0.995 - ETA: 1s - loss: 0.0208 - acc: 0.996 - ETA: 1s - loss: 0.0206 - acc: 0.996 - ETA: 1s - loss: 0.0202 - acc: 0.996 - ETA: 1s - loss: 0.0199 - acc: 0.996 - ETA: 1s - loss: 0.0195 - acc: 0.996 - ETA: 1s - loss: 0.0192 - acc: 0.996 - ETA: 1s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0219 - acc: 0.996 - ETA: 1s - loss: 0.0217 - acc: 0.996 - ETA: 1s - loss: 0.0213 - acc: 0.996 - ETA: 1s - loss: 0.0210 - acc: 0.996 - ETA: 1s - loss: 0.0206 - acc: 0.996 - ETA: 1s - loss: 0.0203 - acc: 0.996 - ETA: 1s - loss: 0.0200 - acc: 0.996 - ETA: 1s - loss: 0.0198 - acc: 0.996 - ETA: 1s - loss: 0.0195 - acc: 0.996 - ETA: 0s - loss: 0.0198 - acc: 0.996 - ETA: 0s - loss: 0.0196 - acc: 0.996 - ETA: 0s - loss: 0.0194 - acc: 0.996 - ETA: 0s - loss: 0.0191 - acc: 0.996 - ETA: 0s - loss: 0.0188 - acc: 0.996 - ETA: 0s - loss: 0.0186 - acc: 0.996 - ETA: 0s - loss: 0.0184 - acc: 0.996 - ETA: 0s - loss: 0.0181 - acc: 0.996 - ETA: 0s - loss: 0.0179 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0171 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.997 - 5s 793us/step - loss: 0.0167 - acc: 0.9970 - val_loss: 1.2257 - val_acc: 0.8563 Epoch 00150: val_loss did not improve from 0.55729 Epoch 151/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1614e-05 - acc: 1.000 - ETA: 4s - loss: 1.6668e-05 - acc: 1.000 - ETA: 4s - loss: 1.7516e-05 - acc: 1.000 - ETA: 4s - loss: 2.3725e-05 - acc: 1.000 - ETA: 4s - loss: 0.0233 - acc: 0.9971 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 792us/step - loss: 0.0087 - acc: 0.9990 - val_loss: 1.2103 - val_acc: 0.8443 Epoch 00151: val_loss did not improve from 0.55729 Epoch 152/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.4744e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0049 - acc: 1.000 - ETA: 4s - loss: 0.0523 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0595 - acc: 0.995 - ETA: 4s - loss: 0.0520 - acc: 0.995 - ETA: 4s - loss: 0.0449 - acc: 0.996 - ETA: 4s - loss: 0.0394 - acc: 0.996 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 788us/step - loss: 0.0117 - acc: 0.9985 - val_loss: 1.2220 - val_acc: 0.8503 Epoch 00152: val_loss did not improve from 0.55729 Epoch 153/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.0006e-05 - acc: 1.000 - ETA: 5s - loss: 1.1767e-05 - acc: 1.000 - ETA: 5s - loss: 1.1038e-05 - acc: 1.000 - ETA: 4s - loss: 2.1405e-05 - acc: 1.000 - ETA: 4s - loss: 2.1372e-05 - acc: 1.000 - ETA: 4s - loss: 2.7107e-05 - acc: 1.000 - ETA: 4s - loss: 2.8098e-05 - acc: 1.000 - ETA: 4s - loss: 4.0200e-05 - acc: 1.000 - ETA: 4s - loss: 7.0867e-05 - acc: 1.000 - ETA: 4s - loss: 6.6189e-05 - acc: 1.000 - ETA: 4s - loss: 6.1987e-05 - acc: 1.000 - ETA: 4s - loss: 6.5150e-05 - acc: 1.000 - ETA: 4s - loss: 6.2688e-05 - acc: 1.000 - ETA: 4s - loss: 5.7707e-05 - acc: 1.000 - ETA: 4s - loss: 5.3605e-05 - acc: 1.000 - ETA: 4s - loss: 8.6374e-05 - acc: 1.000 - ETA: 4s - loss: 2.4915e-04 - acc: 1.000 - ETA: 4s - loss: 2.3646e-04 - acc: 1.000 - ETA: 4s - loss: 3.1071e-04 - acc: 1.000 - ETA: 4s - loss: 3.0074e-04 - acc: 1.000 - ETA: 3s - loss: 2.8548e-04 - acc: 1.000 - ETA: 3s - loss: 2.7591e-04 - acc: 1.000 - ETA: 3s - loss: 2.7081e-04 - acc: 1.000 - ETA: 3s - loss: 2.6245e-04 - acc: 1.000 - ETA: 3s - loss: 2.5143e-04 - acc: 1.000 - ETA: 3s - loss: 2.5145e-04 - acc: 1.000 - ETA: 3s - loss: 2.4571e-04 - acc: 1.000 - ETA: 3s - loss: 2.3724e-04 - acc: 1.000 - ETA: 3s - loss: 3.0952e-04 - acc: 1.000 - ETA: 3s - loss: 5.3608e-04 - acc: 1.000 - ETA: 3s - loss: 5.2148e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9996 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.7816e-04 - acc: 0.999 - ETA: 2s - loss: 9.5851e-04 - acc: 0.999 - ETA: 2s - loss: 9.4060e-04 - acc: 0.999 - ETA: 2s - loss: 9.2498e-04 - acc: 0.999 - ETA: 2s - loss: 9.0356e-04 - acc: 0.999 - ETA: 2s - loss: 8.8158e-04 - acc: 0.999 - ETA: 2s - loss: 8.6218e-04 - acc: 0.999 - ETA: 2s - loss: 8.4210e-04 - acc: 0.999 - ETA: 2s - loss: 8.2299e-04 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.9994 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 789us/step - loss: 0.0083 - acc: 0.9985 - val_loss: 1.2206 - val_acc: 0.8527 Epoch 00153: val_loss did not improve from 0.55729 Epoch 154/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 2.8200e-04 - acc: 1.000 - ETA: 4s - loss: 1.6263e-04 - acc: 1.000 - ETA: 4s - loss: 1.2316e-04 - acc: 1.000 - ETA: 4s - loss: 1.7295e-04 - acc: 1.000 - ETA: 4s - loss: 1.4609e-04 - acc: 1.000 - ETA: 4s - loss: 2.2541e-04 - acc: 1.000 - ETA: 4s - loss: 9.5734e-04 - acc: 1.000 - ETA: 4s - loss: 8.8603e-04 - acc: 1.000 - ETA: 4s - loss: 7.9243e-04 - acc: 1.000 - ETA: 4s - loss: 7.1437e-04 - acc: 1.000 - ETA: 4s - loss: 7.0650e-04 - acc: 1.000 - ETA: 4s - loss: 6.4710e-04 - acc: 1.000 - ETA: 4s - loss: 6.1877e-04 - acc: 1.000 - ETA: 4s - loss: 5.7803e-04 - acc: 1.000 - ETA: 4s - loss: 8.5579e-04 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9992 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.996 - ETA: 3s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.997 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0087 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.996 - ETA: 2s - loss: 0.0125 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 1s - loss: 0.0084 - acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0082 - acc: 0.997 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.997 - ETA: 0s - loss: 0.0077 - acc: 0.997 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - 5s 789us/step - loss: 0.0127 - acc: 0.9978 - val_loss: 1.2083 - val_acc: 0.8551 Epoch 00154: val_loss did not improve from 0.55729 Epoch 155/2000 6680/6680 [==============================] - ETA: 5s - loss: 2.7177e-04 - acc: 1.000 - ETA: 4s - loss: 1.2170e-04 - acc: 1.000 - ETA: 4s - loss: 7.9630e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0201 - acc: 0.996 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0108 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 787us/step - loss: 0.0106 - acc: 0.9979 - val_loss: 1.2546 - val_acc: 0.8479 Epoch 00155: val_loss did not improve from 0.55729 Epoch 156/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6488e-05 - acc: 1.000 - ETA: 4s - loss: 5.4987e-04 - acc: 1.000 - ETA: 4s - loss: 8.5869e-04 - acc: 1.000 - ETA: 4s - loss: 6.6482e-04 - acc: 1.000 - ETA: 4s - loss: 5.7925e-04 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9975 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.996 - ETA: 4s - loss: 0.0132 - acc: 0.996 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.996 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.996 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.996 - ETA: 0s - loss: 0.0176 - acc: 0.996 - ETA: 0s - loss: 0.0175 - acc: 0.996 - ETA: 0s - loss: 0.0178 - acc: 0.996 - ETA: 0s - loss: 0.0177 - acc: 0.996 - ETA: 0s - loss: 0.0174 - acc: 0.996 - ETA: 0s - loss: 0.0172 - acc: 0.996 - ETA: 0s - loss: 0.0170 - acc: 0.996 - ETA: 0s - loss: 0.0169 - acc: 0.996 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - 5s 788us/step - loss: 0.0164 - acc: 0.9970 - val_loss: 1.1759 - val_acc: 0.8563 Epoch 00156: val_loss did not improve from 0.55729 Epoch 157/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3260e-06 - acc: 1.000 - ETA: 4s - loss: 1.0047e-04 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9889 - ETA: 4s - loss: 0.0117 - acc: 0.992 - ETA: 4s - loss: 0.0095 - acc: 0.994 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 4s - loss: 0.0069 - acc: 0.995 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0114 - acc: 0.995 - ETA: 4s - loss: 0.0148 - acc: 0.995 - ETA: 4s - loss: 0.0137 - acc: 0.995 - ETA: 4s - loss: 0.0128 - acc: 0.995 - ETA: 4s - loss: 0.0151 - acc: 0.995 - ETA: 4s - loss: 0.0144 - acc: 0.995 - ETA: 4s - loss: 0.0138 - acc: 0.995 - ETA: 3s - loss: 0.0133 - acc: 0.995 - ETA: 3s - loss: 0.0127 - acc: 0.996 - ETA: 3s - loss: 0.0122 - acc: 0.996 - ETA: 3s - loss: 0.0117 - acc: 0.996 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0109 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0084 - acc: 0.997 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.997 - ETA: 2s - loss: 0.0075 - acc: 0.997 - ETA: 2s - loss: 0.0073 - acc: 0.997 - ETA: 2s - loss: 0.0071 - acc: 0.997 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - 5s 788us/step - loss: 0.0127 - acc: 0.9976 - val_loss: 1.1897 - val_acc: 0.8527 Epoch 00157: val_loss did not improve from 0.55729 Epoch 158/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0155 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 5s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - 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acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - 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ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - 6s 852us/step - loss: 0.0129 - acc: 0.9976 - val_loss: 1.2589 - val_acc: 0.8479 Epoch 00159: val_loss did not improve from 0.55729 Epoch 160/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4186e-06 - acc: 1.000 - ETA: 5s - loss: 6.8959e-05 - acc: 1.000 - ETA: 5s - loss: 0.0035 - acc: 1.0000 - ETA: 5s - loss: 0.0026 - acc: 1.000 - ETA: 5s - loss: 0.0065 - acc: 0.996 - ETA: 5s - loss: 0.0055 - acc: 0.997 - ETA: 5s - loss: 0.0045 - acc: 0.997 - ETA: 5s - loss: 0.0040 - acc: 0.998 - ETA: 5s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - 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acc: 0.996 - ETA: 2s - loss: 0.0136 - acc: 0.996 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - 5s 794us/step - loss: 0.0105 - acc: 0.9975 - val_loss: 1.2180 - val_acc: 0.8491 Epoch 00160: val_loss did not improve from 0.55729 Epoch 161/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.6869e-05 - acc: 1.000 - ETA: 4s - loss: 1.4851e-04 - acc: 1.000 - ETA: 5s - loss: 6.9544e-04 - acc: 1.000 - ETA: 4s - loss: 4.6768e-04 - acc: 1.000 - ETA: 4s - loss: 3.5309e-04 - acc: 1.000 - ETA: 4s - loss: 5.3173e-04 - acc: 1.000 - ETA: 4s - loss: 4.4445e-04 - acc: 1.000 - ETA: 4s - loss: 4.0156e-04 - acc: 1.000 - ETA: 4s - loss: 3.6480e-04 - acc: 1.000 - ETA: 4s - loss: 3.2574e-04 - acc: 1.000 - ETA: 4s - loss: 2.9504e-04 - acc: 1.000 - ETA: 4s - loss: 2.7534e-04 - acc: 1.000 - ETA: 4s - loss: 2.6583e-04 - acc: 1.000 - ETA: 4s - loss: 2.4981e-04 - acc: 1.000 - ETA: 4s - loss: 5.9660e-04 - acc: 1.000 - ETA: 4s - loss: 5.5564e-04 - acc: 1.000 - ETA: 4s - loss: 5.3113e-04 - acc: 1.000 - ETA: 4s - loss: 5.0442e-04 - acc: 1.000 - ETA: 4s - loss: 4.7543e-04 - acc: 1.000 - ETA: 4s - loss: 4.6529e-04 - acc: 1.000 - ETA: 3s - loss: 8.2901e-04 - acc: 1.000 - ETA: 3s - loss: 7.9192e-04 - acc: 1.000 - ETA: 3s - loss: 7.6742e-04 - acc: 1.000 - ETA: 3s - loss: 7.3992e-04 - acc: 1.000 - ETA: 3s - loss: 7.0747e-04 - acc: 1.000 - ETA: 3s - loss: 6.7898e-04 - acc: 1.000 - ETA: 3s - loss: 6.7743e-04 - acc: 1.000 - ETA: 3s - loss: 6.5154e-04 - acc: 1.000 - ETA: 3s - loss: 6.2798e-04 - acc: 1.000 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 791us/step - loss: 0.0132 - acc: 0.9985 - val_loss: 1.2449 - val_acc: 0.8635 Epoch 00161: val_loss did not improve from 0.55729 Epoch 162/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.8147e-06 - acc: 1.000 - ETA: 4s - loss: 3.4352e-06 - acc: 1.000 - ETA: 4s - loss: 7.4903e-06 - acc: 1.000 - ETA: 4s - loss: 5.9448e-06 - acc: 1.000 - ETA: 4s - loss: 0.0393 - acc: 0.9969 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0482 - acc: 0.995 - ETA: 4s - loss: 0.0427 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0307 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - 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acc: 0.997 - ETA: 1s - loss: 0.0195 - acc: 0.997 - ETA: 1s - loss: 0.0192 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0186 - acc: 0.997 - ETA: 1s - loss: 0.0196 - acc: 0.997 - ETA: 1s - loss: 0.0195 - acc: 0.997 - ETA: 1s - loss: 0.0212 - acc: 0.997 - ETA: 1s - loss: 0.0209 - acc: 0.997 - ETA: 1s - loss: 0.0207 - acc: 0.997 - ETA: 1s - loss: 0.0205 - acc: 0.997 - ETA: 0s - loss: 0.0202 - acc: 0.997 - ETA: 0s - loss: 0.0200 - acc: 0.997 - ETA: 0s - loss: 0.0197 - acc: 0.997 - ETA: 0s - loss: 0.0194 - acc: 0.997 - ETA: 0s - loss: 0.0191 - acc: 0.997 - ETA: 0s - loss: 0.0189 - acc: 0.997 - ETA: 0s - loss: 0.0186 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0182 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - 5s 790us/step - loss: 0.0164 - acc: 0.9979 - val_loss: 1.3060 - val_acc: 0.8431 Epoch 00162: val_loss did not improve from 0.55729 Epoch 163/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0130 - acc: 1.000 - ETA: 4s - loss: 0.0576 - acc: 0.990 - ETA: 4s - loss: 0.0335 - acc: 0.994 - ETA: 4s - loss: 0.0252 - acc: 0.995 - ETA: 4s - loss: 0.0235 - acc: 0.993 - ETA: 4s - loss: 0.0188 - acc: 0.995 - ETA: 4s - loss: 0.0172 - acc: 0.993 - ETA: 4s - loss: 0.0147 - acc: 0.994 - ETA: 4s - loss: 0.0129 - acc: 0.995 - ETA: 4s - loss: 0.0115 - acc: 0.995 - ETA: 4s - loss: 0.0106 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.995 - ETA: 4s - loss: 0.0106 - acc: 0.995 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0153 - acc: 0.994 - ETA: 4s - loss: 0.0143 - acc: 0.994 - ETA: 4s - loss: 0.0134 - acc: 0.995 - ETA: 4s - loss: 0.0126 - acc: 0.995 - ETA: 4s - loss: 0.0119 - acc: 0.995 - ETA: 3s - loss: 0.0206 - acc: 0.995 - ETA: 3s - loss: 0.0195 - acc: 0.995 - ETA: 3s - loss: 0.0189 - acc: 0.995 - ETA: 3s - loss: 0.0180 - acc: 0.995 - ETA: 3s - loss: 0.0172 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.996 - ETA: 3s - loss: 0.0154 - acc: 0.996 - ETA: 3s - loss: 0.0148 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0128 - acc: 0.996 - ETA: 2s - loss: 0.0124 - acc: 0.996 - ETA: 2s - loss: 0.0122 - acc: 0.996 - ETA: 2s - loss: 0.0118 - acc: 0.996 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0102 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - 5s 793us/step - loss: 0.0121 - acc: 0.9978 - val_loss: 1.1989 - val_acc: 0.8515 Epoch 00163: val_loss did not improve from 0.55729 Epoch 164/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.7342e-06 - acc: 1.000 - ETA: 5s - loss: 7.5659e-05 - acc: 1.000 - ETA: 5s - loss: 0.0116 - acc: 0.9937 - ETA: 4s - loss: 0.0078 - acc: 0.995 - ETA: 4s - loss: 0.0059 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 792us/step - loss: 0.0136 - acc: 0.9982 - val_loss: 1.2785 - val_acc: 0.8467 Epoch 00164: val_loss did not improve from 0.55729 Epoch 165/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3589e-05 - acc: 1.000 - ETA: 4s - loss: 8.9489e-04 - acc: 1.000 - ETA: 5s - loss: 5.7384e-04 - acc: 1.000 - ETA: 4s - loss: 4.5719e-04 - acc: 1.000 - ETA: 4s - loss: 3.4837e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.1193e-04 - acc: 1.000 - ETA: 4s - loss: 7.7723e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.1495e-04 - acc: 1.000 - ETA: 4s - loss: 8.2308e-04 - acc: 1.000 - ETA: 4s - loss: 7.8329e-04 - acc: 1.000 - ETA: 4s - loss: 8.6725e-04 - acc: 1.000 - ETA: 4s - loss: 8.0370e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6144e-04 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9986 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0044 - acc: 0.998 - ETA: 0s - loss: 0.0043 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0042 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0039 - acc: 0.998 - ETA: 0s - loss: 0.0039 - acc: 0.998 - ETA: 0s - loss: 0.0039 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - 5s 793us/step - loss: 0.0062 - acc: 0.9988 - val_loss: 1.2707 - val_acc: 0.8515 Epoch 00165: val_loss did not improve from 0.55729 Epoch 166/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2902e-06 - acc: 1.000 - ETA: 4s - loss: 0.0233 - acc: 0.9900 - ETA: 5s - loss: 0.0145 - acc: 0.993 - ETA: 4s - loss: 0.0105 - acc: 0.995 - ETA: 4s - loss: 0.0098 - acc: 0.996 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0083 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - 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acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 5s 796us/step - loss: 0.0082 - acc: 0.9985 - val_loss: 1.2162 - val_acc: 0.8563 Epoch 00166: val_loss did not improve from 0.55729 Epoch 167/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8494e-05 - acc: 1.000 - ETA: 4s - loss: 2.5767e-05 - acc: 1.000 - ETA: 5s - loss: 1.9518e-05 - acc: 1.000 - ETA: 4s - loss: 2.8718e-05 - acc: 1.000 - ETA: 4s - loss: 2.4247e-05 - acc: 1.000 - ETA: 4s - loss: 0.0092 - acc: 0.9975 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.995 - ETA: 4s - loss: 0.0084 - acc: 0.995 - ETA: 4s - loss: 0.0076 - 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acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 798us/step - loss: 0.0098 - acc: 0.9984 - val_loss: 1.2433 - val_acc: 0.8455 Epoch 00167: val_loss did not improve from 0.55729 Epoch 168/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 2.7525e-05 - acc: 1.000 - ETA: 5s - loss: 8.1060e-05 - acc: 1.000 - ETA: 4s - loss: 9.5747e-05 - acc: 1.000 - ETA: 4s - loss: 8.6088e-05 - acc: 1.000 - ETA: 4s - loss: 3.1249e-04 - acc: 1.000 - ETA: 4s - loss: 3.2226e-04 - acc: 1.000 - ETA: 4s - loss: 6.6171e-04 - acc: 1.000 - ETA: 4s - loss: 5.7878e-04 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9986 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - 5s 795us/step - loss: 0.0068 - acc: 0.9987 - val_loss: 1.2399 - val_acc: 0.8587 Epoch 00168: val_loss did not improve from 0.55729 Epoch 169/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.3085e-06 - acc: 1.000 - ETA: 5s - loss: 1.3773e-05 - acc: 1.000 - ETA: 4s - loss: 3.7422e-05 - acc: 1.000 - ETA: 4s - loss: 5.8123e-05 - acc: 1.000 - ETA: 4s - loss: 2.5610e-04 - acc: 1.000 - ETA: 4s - loss: 2.2947e-04 - acc: 1.000 - ETA: 4s - loss: 1.9631e-04 - acc: 1.000 - ETA: 4s - loss: 1.9854e-04 - acc: 1.000 - ETA: 4s - loss: 1.7597e-04 - acc: 1.000 - ETA: 4s - loss: 1.7093e-04 - acc: 1.000 - ETA: 4s - loss: 1.5492e-04 - acc: 1.000 - ETA: 4s - loss: 1.4194e-04 - acc: 1.000 - ETA: 4s - loss: 1.3343e-04 - acc: 1.000 - ETA: 4s - loss: 3.4390e-04 - acc: 1.000 - ETA: 4s - loss: 3.2030e-04 - acc: 1.000 - ETA: 4s - loss: 4.8267e-04 - acc: 1.000 - ETA: 4s - loss: 4.5735e-04 - acc: 1.000 - ETA: 4s - loss: 4.4222e-04 - acc: 1.000 - ETA: 4s - loss: 4.2670e-04 - acc: 1.000 - ETA: 3s - loss: 4.0611e-04 - acc: 1.000 - ETA: 3s - loss: 3.8618e-04 - acc: 1.000 - ETA: 3s - loss: 3.6998e-04 - acc: 1.000 - ETA: 3s - loss: 3.5735e-04 - acc: 1.000 - ETA: 3s - loss: 4.9027e-04 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9989 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.997 - ETA: 1s - loss: 0.0079 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - 5s 813us/step - loss: 0.0137 - acc: 0.9979 - val_loss: 1.2086 - val_acc: 0.8479 Epoch 00169: val_loss did not improve from 0.55729 Epoch 170/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4966e-04 - acc: 1.000 - ETA: 5s - loss: 5.4129e-05 - acc: 1.000 - ETA: 5s - loss: 4.4692e-05 - acc: 1.000 - ETA: 5s - loss: 3.2118e-05 - acc: 1.000 - ETA: 5s - loss: 3.0021e-05 - acc: 1.000 - ETA: 5s - loss: 2.5921e-05 - acc: 1.000 - ETA: 5s - loss: 2.6010e-05 - acc: 1.000 - ETA: 5s - loss: 7.7613e-05 - acc: 1.000 - ETA: 5s - loss: 6.8834e-05 - acc: 1.000 - ETA: 5s - loss: 6.7344e-05 - acc: 1.000 - ETA: 4s - loss: 1.4989e-04 - acc: 1.000 - ETA: 4s - loss: 1.3744e-04 - acc: 1.000 - ETA: 4s - loss: 1.3173e-04 - acc: 1.000 - ETA: 4s - loss: 1.3582e-04 - acc: 1.000 - ETA: 4s - loss: 1.3661e-04 - acc: 1.000 - ETA: 4s - loss: 2.0294e-04 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9981 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 820us/step - loss: 0.0111 - acc: 0.9979 - val_loss: 1.1628 - val_acc: 0.8503 Epoch 00170: val_loss did not improve from 0.55729 Epoch 171/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6061e-07 - acc: 1.000 - ETA: 5s - loss: 2.9233e-05 - acc: 1.000 - ETA: 5s - loss: 1.6932e-05 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 5s - loss: 8.2855e-04 - acc: 1.000 - ETA: 5s - loss: 6.4853e-04 - acc: 1.000 - ETA: 4s - loss: 5.7963e-04 - acc: 1.000 - ETA: 4s - loss: 5.1691e-04 - acc: 1.000 - ETA: 4s - loss: 5.7616e-04 - acc: 1.000 - ETA: 4s - loss: 5.1101e-04 - acc: 1.000 - ETA: 4s - loss: 4.6337e-04 - acc: 1.000 - ETA: 4s - loss: 4.2873e-04 - acc: 1.000 - ETA: 4s - loss: 3.9003e-04 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9990 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 808us/step - loss: 0.0093 - acc: 0.9985 - val_loss: 1.2483 - val_acc: 0.8479 Epoch 00171: val_loss did not improve from 0.55729 Epoch 172/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2028e-04 - acc: 1.000 - ETA: 5s - loss: 2.8366e-04 - acc: 1.000 - ETA: 5s - loss: 1.8246e-04 - acc: 1.000 - ETA: 5s - loss: 1.4049e-04 - acc: 1.000 - ETA: 5s - loss: 1.0402e-04 - acc: 1.000 - ETA: 5s - loss: 8.9549e-05 - acc: 1.000 - ETA: 4s - loss: 8.8473e-05 - acc: 1.000 - ETA: 4s - loss: 7.7981e-05 - acc: 1.000 - ETA: 4s - loss: 7.7334e-05 - acc: 1.000 - ETA: 4s - loss: 6.8386e-05 - acc: 1.000 - ETA: 4s - loss: 6.2820e-05 - acc: 1.000 - ETA: 4s - loss: 2.1836e-04 - acc: 1.000 - ETA: 4s - loss: 2.0349e-04 - acc: 1.000 - ETA: 4s - loss: 1.9968e-04 - acc: 1.000 - ETA: 4s - loss: 1.8839e-04 - acc: 1.000 - ETA: 4s - loss: 2.3025e-04 - acc: 1.000 - ETA: 4s - loss: 2.1537e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9992 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - 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acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - 5s 795us/step - loss: 0.0121 - acc: 0.9976 - val_loss: 1.2576 - val_acc: 0.8599 Epoch 00172: val_loss did not improve from 0.55729 Epoch 173/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2021e-07 - acc: 1.000 - ETA: 5s - loss: 2.4099e-05 - acc: 1.000 - ETA: 5s - loss: 1.2947e-05 - acc: 1.000 - ETA: 4s - loss: 8.2562e-05 - acc: 1.000 - ETA: 4s - loss: 2.4719e-04 - acc: 1.000 - ETA: 4s - loss: 2.0602e-04 - acc: 1.000 - ETA: 4s - loss: 1.8939e-04 - acc: 1.000 - ETA: 4s - loss: 1.6298e-04 - acc: 1.000 - ETA: 4s - loss: 3.7493e-04 - acc: 1.000 - ETA: 4s - loss: 3.3552e-04 - acc: 1.000 - ETA: 4s - loss: 0.0206 - acc: 0.9987 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0411 - acc: 0.996 - ETA: 4s - loss: 0.0388 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0344 - acc: 0.996 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - 5s 793us/step - loss: 0.0150 - acc: 0.9976 - val_loss: 1.1866 - val_acc: 0.8671 Epoch 00173: val_loss did not improve from 0.55729 Epoch 174/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6623e-05 - acc: 1.000 - ETA: 4s - loss: 4.4894e-06 - acc: 1.000 - ETA: 5s - loss: 4.8944e-06 - acc: 1.000 - ETA: 4s - loss: 3.1829e-05 - acc: 1.000 - ETA: 4s - loss: 6.4836e-05 - acc: 1.000 - ETA: 4s - loss: 6.2791e-05 - acc: 1.000 - ETA: 4s - loss: 1.1667e-04 - acc: 1.000 - ETA: 4s - loss: 1.1446e-04 - acc: 1.000 - ETA: 4s - loss: 1.1914e-04 - acc: 1.000 - ETA: 4s - loss: 0.0301 - acc: 0.9971 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9984 - val_loss: 1.1913 - val_acc: 0.8611 Epoch 00174: val_loss did not improve from 0.55729 Epoch 175/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.8042e-06 - acc: 1.000 - ETA: 5s - loss: 3.2920e-05 - acc: 1.000 - ETA: 5s - loss: 1.9178e-05 - acc: 1.000 - ETA: 5s - loss: 1.6544e-05 - acc: 1.000 - ETA: 4s - loss: 2.3571e-05 - acc: 1.000 - ETA: 4s - loss: 3.6620e-04 - acc: 1.000 - ETA: 4s - loss: 3.0738e-04 - acc: 1.000 - ETA: 4s - loss: 2.7421e-04 - acc: 1.000 - ETA: 4s - loss: 2.3967e-04 - acc: 1.000 - ETA: 4s - loss: 2.1310e-04 - acc: 1.000 - ETA: 4s - loss: 1.9307e-04 - acc: 1.000 - ETA: 4s - loss: 1.9612e-04 - acc: 1.000 - ETA: 4s - loss: 1.7943e-04 - acc: 1.000 - ETA: 4s - loss: 3.3340e-04 - acc: 1.000 - ETA: 4s - loss: 3.1735e-04 - acc: 1.000 - ETA: 4s - loss: 2.9530e-04 - acc: 1.000 - ETA: 4s - loss: 2.9043e-04 - acc: 1.000 - ETA: 4s - loss: 2.7733e-04 - acc: 1.000 - ETA: 4s - loss: 2.6147e-04 - acc: 1.000 - ETA: 4s - loss: 2.8111e-04 - acc: 1.000 - ETA: 3s - loss: 2.6976e-04 - acc: 1.000 - ETA: 3s - loss: 2.5848e-04 - acc: 1.000 - ETA: 3s - loss: 2.4978e-04 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9994 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.997 - 5s 793us/step - loss: 0.0139 - acc: 0.9979 - val_loss: 1.1488 - val_acc: 0.8515 Epoch 00175: val_loss did not improve from 0.55729 Epoch 176/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.2547e-05 - acc: 1.000 - ETA: 4s - loss: 0.0382 - acc: 0.9900 - ETA: 5s - loss: 0.0239 - acc: 0.993 - ETA: 4s - loss: 0.0160 - acc: 0.995 - ETA: 4s - loss: 0.0257 - acc: 0.993 - ETA: 4s - loss: 0.0206 - acc: 0.995 - ETA: 4s - loss: 0.0179 - acc: 0.995 - ETA: 4s - loss: 0.0168 - acc: 0.994 - ETA: 4s - loss: 0.0149 - acc: 0.995 - ETA: 4s - loss: 0.0136 - acc: 0.995 - ETA: 4s - loss: 0.0123 - acc: 0.996 - ETA: 4s - loss: 0.0112 - acc: 0.996 - ETA: 4s - loss: 0.0104 - acc: 0.996 - ETA: 4s - loss: 0.0100 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.996 - ETA: 3s - loss: 0.0108 - acc: 0.996 - ETA: 3s - loss: 0.0105 - acc: 0.996 - ETA: 3s - loss: 0.0103 - acc: 0.996 - ETA: 2s - loss: 0.0100 - acc: 0.996 - ETA: 2s - loss: 0.0097 - acc: 0.996 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0089 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.996 - ETA: 2s - loss: 0.0112 - acc: 0.996 - ETA: 2s - loss: 0.0111 - acc: 0.996 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.996 - ETA: 2s - loss: 0.0109 - acc: 0.996 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - 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acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - 5s 794us/step - loss: 0.0106 - acc: 0.9973 - val_loss: 1.2771 - val_acc: 0.8467 Epoch 00176: val_loss did not improve from 0.55729 Epoch 177/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0178e-04 - acc: 1.000 - ETA: 4s - loss: 6.9815e-05 - acc: 1.000 - ETA: 5s - loss: 4.6827e-05 - acc: 1.000 - ETA: 4s - loss: 3.2255e-05 - acc: 1.000 - ETA: 4s - loss: 1.8324e-04 - acc: 1.000 - ETA: 4s - loss: 1.5758e-04 - acc: 1.000 - ETA: 4s - loss: 1.3209e-04 - acc: 1.000 - ETA: 4s - loss: 1.1960e-04 - acc: 1.000 - ETA: 4s - loss: 1.3023e-04 - acc: 1.000 - ETA: 4s - loss: 1.1680e-04 - acc: 1.000 - ETA: 4s - loss: 1.0800e-04 - acc: 1.000 - ETA: 4s - loss: 1.2862e-04 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9979 - 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acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 792us/step - loss: 0.0102 - acc: 0.9984 - val_loss: 1.2643 - val_acc: 0.8527 Epoch 00177: val_loss did not improve from 0.55729 Epoch 178/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.6879e-05 - acc: 1.000 - ETA: 5s - loss: 0.0219 - acc: 0.9900 - ETA: 5s - loss: 0.0122 - acc: 0.994 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 792us/step - loss: 0.0114 - acc: 0.9984 - val_loss: 1.2083 - val_acc: 0.8563 Epoch 00178: val_loss did not improve from 0.55729 Epoch 179/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3942e-07 - acc: 1.000 - ETA: 5s - loss: 9.5529e-04 - acc: 1.000 - ETA: 4s - loss: 6.8169e-04 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.9962 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - 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ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 790us/step - loss: 0.0133 - acc: 0.9981 - val_loss: 1.2669 - val_acc: 0.8503 Epoch 00179: val_loss did not improve from 0.55729 Epoch 180/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.0771e-07 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9937 - ETA: 5s - loss: 0.0074 - acc: 0.995 - ETA: 4s - loss: 0.0054 - acc: 0.996 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0049 - acc: 0.997 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.997 - ETA: 1s - loss: 0.0083 - acc: 0.997 - ETA: 1s - loss: 0.0082 - acc: 0.997 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - 5s 791us/step - loss: 0.0095 - acc: 0.9979 - val_loss: 1.2884 - val_acc: 0.8443 Epoch 00180: val_loss did not improve from 0.55729 Epoch 181/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.5961e-04 - acc: 1.000 - ETA: 5s - loss: 0.0145 - acc: 0.9900 - ETA: 5s - loss: 0.0155 - acc: 0.988 - ETA: 4s - loss: 0.0108 - acc: 0.992 - ETA: 4s - loss: 0.0085 - acc: 0.994 - ETA: 4s - loss: 0.0069 - acc: 0.995 - ETA: 4s - loss: 0.0061 - acc: 0.995 - ETA: 4s - loss: 0.0052 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - 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acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.997 - 5s 791us/step - loss: 0.0115 - acc: 0.9979 - val_loss: 1.2730 - val_acc: 0.8467 Epoch 00181: val_loss did not improve from 0.55729 Epoch 182/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5328e-04 - acc: 1.000 - ETA: 4s - loss: 3.2365e-04 - acc: 1.000 - ETA: 5s - loss: 3.2870e-04 - acc: 1.000 - ETA: 4s - loss: 2.3272e-04 - acc: 1.000 - ETA: 4s - loss: 1.9802e-04 - acc: 1.000 - ETA: 4s - loss: 2.0549e-04 - acc: 1.000 - ETA: 4s - loss: 1.9360e-04 - acc: 1.000 - ETA: 4s - loss: 3.3332e-04 - acc: 1.000 - ETA: 4s - loss: 2.9812e-04 - acc: 1.000 - ETA: 4s - loss: 2.6510e-04 - acc: 1.000 - ETA: 4s - loss: 2.6641e-04 - acc: 1.000 - ETA: 4s - loss: 4.3759e-04 - acc: 1.000 - ETA: 4s - loss: 4.0962e-04 - acc: 1.000 - ETA: 4s - loss: 3.8673e-04 - acc: 1.000 - ETA: 4s - loss: 0.0090 - acc: 0.9991 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0087 - acc: 0.997 - ETA: 1s - loss: 0.0086 - acc: 0.997 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 791us/step - loss: 0.0103 - acc: 0.9981 - val_loss: 1.1913 - val_acc: 0.8491 Epoch 00182: val_loss did not improve from 0.55729 Epoch 183/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 6.3063e-04 - acc: 1.000 - ETA: 4s - loss: 4.7933e-04 - acc: 1.000 - ETA: 4s - loss: 3.7238e-04 - acc: 1.000 - ETA: 4s - loss: 3.2140e-04 - acc: 1.000 - ETA: 4s - loss: 2.7061e-04 - acc: 1.000 - ETA: 4s - loss: 5.0641e-04 - acc: 1.000 - ETA: 4s - loss: 4.7799e-04 - acc: 1.000 - ETA: 4s - loss: 4.2534e-04 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9987 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9213e-04 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.9992 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 788us/step - loss: 0.0093 - acc: 0.9984 - val_loss: 1.2200 - val_acc: 0.8455 Epoch 00183: val_loss did not improve from 0.55729 Epoch 184/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4798e-05 - acc: 1.000 - ETA: 5s - loss: 6.1516e-05 - acc: 1.000 - ETA: 5s - loss: 7.0236e-05 - acc: 1.000 - ETA: 4s - loss: 6.3048e-05 - acc: 1.000 - ETA: 4s - loss: 5.0759e-05 - acc: 1.000 - ETA: 4s - loss: 4.0575e-05 - acc: 1.000 - ETA: 4s - loss: 3.5726e-05 - acc: 1.000 - ETA: 4s - loss: 3.3966e-05 - acc: 1.000 - ETA: 4s - loss: 3.1024e-05 - acc: 1.000 - ETA: 4s - loss: 4.7255e-05 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9987 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.997 - 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acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0093 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.997 - ETA: 1s - loss: 0.0107 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.997 - 5s 791us/step - loss: 0.0087 - acc: 0.9979 - val_loss: 1.2906 - val_acc: 0.8479 Epoch 00184: val_loss did not improve from 0.55729 Epoch 185/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.5698e-07 - acc: 1.000 - ETA: 4s - loss: 2.0831e-04 - acc: 1.000 - ETA: 4s - loss: 1.1802e-04 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9958 - ETA: 4s - loss: 0.0027 - acc: 0.996 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.996 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.995 - ETA: 4s - loss: 0.0226 - acc: 0.995 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0193 - acc: 0.996 - ETA: 4s - loss: 0.0180 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.996 - ETA: 4s - loss: 0.0161 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0150 - acc: 0.996 - ETA: 3s - loss: 0.0142 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.995 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0168 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0155 - acc: 0.996 - ETA: 3s - loss: 0.0151 - acc: 0.996 - ETA: 3s - loss: 0.0145 - acc: 0.996 - ETA: 3s - loss: 0.0140 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0097 - acc: 0.997 - ETA: 2s - loss: 0.0095 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 790us/step - loss: 0.0103 - acc: 0.9982 - val_loss: 1.2842 - val_acc: 0.8575 Epoch 00185: val_loss did not improve from 0.55729 Epoch 186/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2938e-05 - acc: 1.000 - ETA: 5s - loss: 1.8177e-04 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3368e-04 - acc: 1.000 - ETA: 4s - loss: 8.7654e-04 - acc: 1.000 - ETA: 4s - loss: 8.3556e-04 - acc: 1.000 - ETA: 4s - loss: 7.8768e-04 - acc: 1.000 - ETA: 4s - loss: 7.5478e-04 - acc: 1.000 - ETA: 4s - loss: 7.1633e-04 - acc: 1.000 - ETA: 3s - loss: 6.8036e-04 - acc: 1.000 - ETA: 3s - loss: 6.5551e-04 - acc: 1.000 - ETA: 3s - loss: 6.2527e-04 - acc: 1.000 - ETA: 3s - loss: 5.9768e-04 - acc: 1.000 - ETA: 3s - loss: 5.7232e-04 - acc: 1.000 - ETA: 3s - loss: 9.0474e-04 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.9990 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 792us/step - loss: 0.0087 - acc: 0.9987 - val_loss: 1.2935 - val_acc: 0.8467 Epoch 00186: val_loss did not improve from 0.55729 Epoch 187/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8031e-06 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 1.0000 - ETA: 5s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.996 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.997 - ETA: 3s - loss: 0.0056 - acc: 0.997 - ETA: 3s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 1s - loss: 0.0032 - acc: 0.998 - ETA: 1s - loss: 0.0031 - acc: 0.998 - ETA: 1s - loss: 0.0031 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0030 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 5s 791us/step - loss: 0.0083 - acc: 0.9984 - val_loss: 1.2497 - val_acc: 0.8563 Epoch 00187: val_loss did not improve from 0.55729 Epoch 188/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0816e-06 - acc: 1.000 - ETA: 5s - loss: 1.2452e-04 - acc: 1.000 - ETA: 5s - loss: 3.5769e-04 - acc: 1.000 - ETA: 4s - loss: 2.6835e-04 - acc: 1.000 - ETA: 4s - loss: 2.1667e-04 - acc: 1.000 - ETA: 4s - loss: 2.0410e-04 - acc: 1.000 - ETA: 4s - loss: 3.9622e-04 - acc: 1.000 - ETA: 4s - loss: 3.3835e-04 - acc: 1.000 - ETA: 4s - loss: 3.0697e-04 - acc: 1.000 - ETA: 4s - loss: 2.7165e-04 - acc: 1.000 - ETA: 4s - loss: 2.4868e-04 - acc: 1.000 - ETA: 4s - loss: 2.3083e-04 - acc: 1.000 - ETA: 4s - loss: 3.0169e-04 - acc: 1.000 - ETA: 4s - loss: 2.7925e-04 - acc: 1.000 - ETA: 4s - loss: 2.6496e-04 - acc: 1.000 - ETA: 4s - loss: 2.5157e-04 - acc: 1.000 - ETA: 4s - loss: 2.4590e-04 - acc: 1.000 - ETA: 4s - loss: 2.3067e-04 - acc: 1.000 - ETA: 4s - loss: 2.1820e-04 - acc: 1.000 - ETA: 4s - loss: 2.0920e-04 - acc: 1.000 - ETA: 3s - loss: 1.9808e-04 - acc: 1.000 - ETA: 3s - loss: 2.0612e-04 - acc: 1.000 - ETA: 3s - loss: 1.9864e-04 - acc: 1.000 - ETA: 3s - loss: 1.9131e-04 - acc: 1.000 - ETA: 3s - loss: 1.8288e-04 - acc: 1.000 - ETA: 3s - loss: 1.7709e-04 - acc: 1.000 - ETA: 3s - loss: 1.7002e-04 - acc: 1.000 - ETA: 3s - loss: 0.0050 - acc: 0.9990 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 791us/step - loss: 0.0098 - acc: 0.9982 - val_loss: 1.2416 - val_acc: 0.8491 Epoch 00188: val_loss did not improve from 0.55729 Epoch 189/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2001e-05 - acc: 1.000 - ETA: 5s - loss: 1.6104e-04 - acc: 1.000 - ETA: 5s - loss: 9.6882e-05 - acc: 1.000 - ETA: 4s - loss: 5.1366e-04 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9969 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.996 - ETA: 4s - loss: 0.0134 - acc: 0.996 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 796us/step - loss: 0.0113 - acc: 0.9981 - val_loss: 1.2289 - val_acc: 0.8503 Epoch 00189: val_loss did not improve from 0.55729 Epoch 190/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2574e-05 - acc: 1.000 - ETA: 4s - loss: 3.5459e-05 - acc: 1.000 - ETA: 5s - loss: 8.0383e-05 - acc: 1.000 - ETA: 4s - loss: 5.7275e-05 - acc: 1.000 - ETA: 4s - loss: 4.7482e-05 - acc: 1.000 - ETA: 4s - loss: 3.9123e-05 - acc: 1.000 - ETA: 4s - loss: 3.4160e-05 - acc: 1.000 - ETA: 4s - loss: 2.9249e-05 - acc: 1.000 - ETA: 4s - loss: 2.5603e-05 - acc: 1.000 - ETA: 4s - loss: 2.5097e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9987 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 792us/step - loss: 0.0117 - acc: 0.9982 - val_loss: 1.2394 - val_acc: 0.8479 Epoch 00190: val_loss did not improve from 0.55729 Epoch 191/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9206e-07 - acc: 1.000 - ETA: 4s - loss: 1.5248e-04 - acc: 1.000 - ETA: 4s - loss: 1.3476e-04 - acc: 1.000 - ETA: 4s - loss: 9.4969e-05 - acc: 1.000 - ETA: 4s - loss: 7.7889e-05 - acc: 1.000 - ETA: 4s - loss: 6.5865e-05 - acc: 1.000 - ETA: 4s - loss: 5.5548e-05 - acc: 1.000 - ETA: 4s - loss: 4.9670e-05 - acc: 1.000 - ETA: 4s - loss: 4.5783e-05 - acc: 1.000 - ETA: 4s - loss: 4.1539e-05 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9987 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 790us/step - loss: 0.0117 - acc: 0.9982 - val_loss: 1.2091 - val_acc: 0.8587 Epoch 00191: val_loss did not improve from 0.55729 Epoch 192/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0201e-07 - acc: 1.000 - ETA: 5s - loss: 1.0012e-05 - acc: 1.000 - ETA: 5s - loss: 5.7999e-06 - acc: 1.000 - ETA: 4s - loss: 5.0006e-06 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9969 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.996 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.996 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 798us/step - loss: 0.0083 - acc: 0.9987 - val_loss: 1.3307 - val_acc: 0.8443 Epoch 00192: val_loss did not improve from 0.55729 Epoch 193/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 8.0429e-04 - acc: 1.000 - ETA: 5s - loss: 5.1803e-04 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9967 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - 5s 791us/step - loss: 0.0108 - acc: 0.9979 - val_loss: 1.2771 - val_acc: 0.8599 Epoch 00193: val_loss did not improve from 0.55729 Epoch 194/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0057 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 7.4544e-04 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.0000 - ETA: 4s - loss: 0.0526 - acc: 0.996 - ETA: 4s - loss: 0.0443 - acc: 0.997 - ETA: 4s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 790us/step - loss: 0.0105 - acc: 0.9984 - val_loss: 1.3581 - val_acc: 0.8515 Epoch 00194: val_loss did not improve from 0.55729 Epoch 195/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.5284e-04 - acc: 1.000 - ETA: 5s - loss: 2.4193e-04 - acc: 1.000 - ETA: 5s - loss: 6.5596e-04 - acc: 1.000 - ETA: 4s - loss: 4.3907e-04 - acc: 1.000 - ETA: 4s - loss: 3.3259e-04 - acc: 1.000 - ETA: 4s - loss: 2.8082e-04 - acc: 1.000 - ETA: 4s - loss: 2.3263e-04 - acc: 1.000 - ETA: 4s - loss: 1.9828e-04 - acc: 1.000 - ETA: 4s - loss: 1.7898e-04 - acc: 1.000 - ETA: 4s - loss: 1.6324e-04 - acc: 1.000 - ETA: 4s - loss: 1.5108e-04 - acc: 1.000 - ETA: 4s - loss: 2.0816e-04 - acc: 1.000 - ETA: 4s - loss: 1.9084e-04 - acc: 1.000 - ETA: 4s - loss: 1.8951e-04 - acc: 1.000 - ETA: 4s - loss: 1.7591e-04 - acc: 1.000 - ETA: 4s - loss: 1.6706e-04 - acc: 1.000 - ETA: 4s - loss: 1.5752e-04 - acc: 1.000 - ETA: 4s - loss: 1.4790e-04 - acc: 1.000 - ETA: 4s - loss: 1.4183e-04 - acc: 1.000 - ETA: 4s - loss: 1.4813e-04 - acc: 1.000 - ETA: 3s - loss: 1.4320e-04 - acc: 1.000 - ETA: 3s - loss: 1.3617e-04 - acc: 1.000 - ETA: 3s - loss: 0.0035 - acc: 0.9994 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 792us/step - loss: 0.0087 - acc: 0.9985 - val_loss: 1.2555 - val_acc: 0.8563 Epoch 00195: val_loss did not improve from 0.55729 Epoch 196/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.5745e-06 - acc: 1.000 - ETA: 5s - loss: 2.7336e-05 - acc: 1.000 - ETA: 5s - loss: 7.9186e-04 - acc: 1.000 - ETA: 4s - loss: 5.3209e-04 - acc: 1.000 - ETA: 4s - loss: 4.1291e-04 - acc: 1.000 - ETA: 4s - loss: 3.5161e-04 - acc: 1.000 - ETA: 4s - loss: 5.9235e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9981 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.996 - ETA: 3s - loss: 0.0074 - acc: 0.997 - ETA: 3s - loss: 0.0071 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.997 - ETA: 2s - loss: 0.0050 - acc: 0.997 - ETA: 2s - loss: 0.0049 - acc: 0.997 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 799us/step - loss: 0.0096 - acc: 0.9982 - val_loss: 1.2216 - val_acc: 0.8635 Epoch 00196: val_loss did not improve from 0.55729 Epoch 197/2000 6680/6680 [==============================] - ETA: 5s - loss: 4.7684e-07 - acc: 1.000 - ETA: 5s - loss: 0.0888 - acc: 0.9800 - ETA: 5s - loss: 0.0496 - acc: 0.988 - ETA: 4s - loss: 0.0344 - acc: 0.992 - ETA: 4s - loss: 0.0263 - acc: 0.994 - ETA: 4s - loss: 0.0213 - acc: 0.995 - ETA: 4s - loss: 0.0187 - acc: 0.995 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.996 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.997 - ETA: 1s - loss: 0.0091 - acc: 0.997 - ETA: 1s - loss: 0.0089 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - 5s 794us/step - loss: 0.0133 - acc: 0.9976 - val_loss: 1.1798 - val_acc: 0.8551 Epoch 00197: val_loss did not improve from 0.55729 Epoch 198/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0201e-07 - acc: 1.000 - ETA: 5s - loss: 8.8167e-05 - acc: 1.000 - ETA: 5s - loss: 1.9097e-04 - acc: 1.000 - ETA: 5s - loss: 1.5161e-04 - acc: 1.000 - ETA: 4s - loss: 1.2605e-04 - acc: 1.000 - ETA: 4s - loss: 1.3517e-04 - acc: 1.000 - ETA: 4s - loss: 1.1710e-04 - acc: 1.000 - ETA: 4s - loss: 1.1255e-04 - acc: 1.000 - ETA: 4s - loss: 2.6785e-04 - acc: 1.000 - ETA: 4s - loss: 2.4585e-04 - 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acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 794us/step - loss: 0.0106 - acc: 0.9984 - val_loss: 1.1963 - val_acc: 0.8611 Epoch 00199: val_loss did not improve from 0.55729 Epoch 200/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3723e-06 - acc: 1.000 - ETA: 4s - loss: 3.1556e-06 - acc: 1.000 - ETA: 5s - loss: 4.8793e-04 - acc: 1.000 - ETA: 4s - loss: 4.1522e-04 - acc: 1.000 - ETA: 4s - loss: 8.1263e-04 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 796us/step - loss: 0.0143 - acc: 0.9984 - val_loss: 1.2278 - val_acc: 0.8611 Epoch 00200: val_loss did not improve from 0.55729 Epoch 201/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2563e-05 - acc: 1.000 - ETA: 5s - loss: 1.1381e-05 - acc: 1.000 - ETA: 5s - loss: 6.9008e-04 - acc: 1.000 - ETA: 4s - loss: 4.6830e-04 - acc: 1.000 - ETA: 4s - loss: 5.2268e-04 - acc: 1.000 - ETA: 4s - loss: 4.1943e-04 - acc: 1.000 - ETA: 4s - loss: 3.5283e-04 - acc: 1.000 - ETA: 4s - loss: 3.3628e-04 - acc: 1.000 - ETA: 4s - loss: 2.9199e-04 - acc: 1.000 - ETA: 4s - loss: 2.6122e-04 - acc: 1.000 - ETA: 4s - loss: 2.4021e-04 - acc: 1.000 - ETA: 4s - loss: 2.1694e-04 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9989 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 803us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.2838 - val_acc: 0.8455 Epoch 00201: val_loss did not improve from 0.55729 Epoch 202/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5813e-04 - acc: 1.000 - ETA: 5s - loss: 9.3519e-05 - acc: 1.000 - ETA: 5s - loss: 0.0045 - acc: 1.0000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6054e-04 - acc: 1.000 - ETA: 4s - loss: 9.2256e-04 - acc: 1.000 - ETA: 4s - loss: 8.6767e-04 - acc: 1.000 - ETA: 4s - loss: 8.2769e-04 - acc: 1.000 - ETA: 4s - loss: 7.8051e-04 - acc: 1.000 - ETA: 4s - loss: 7.4844e-04 - acc: 1.000 - ETA: 4s - loss: 7.1789e-04 - acc: 1.000 - ETA: 4s - loss: 7.0922e-04 - acc: 1.000 - ETA: 3s - loss: 0.0020 - acc: 0.9994 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - 5s 816us/step - loss: 0.0085 - acc: 0.9987 - val_loss: 1.1891 - val_acc: 0.8707 Epoch 00202: val_loss did not improve from 0.55729 Epoch 203/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9236e-06 - acc: 1.000 - ETA: 5s - loss: 7.1039e-05 - acc: 1.000 - ETA: 5s - loss: 3.6763e-05 - acc: 1.000 - ETA: 5s - loss: 3.2661e-05 - acc: 1.000 - ETA: 4s - loss: 2.5967e-05 - acc: 1.000 - ETA: 5s - loss: 2.2155e-05 - acc: 1.000 - ETA: 4s - loss: 1.6179e-04 - acc: 1.000 - ETA: 4s - loss: 2.3247e-04 - acc: 1.000 - ETA: 4s - loss: 2.3256e-04 - acc: 1.000 - ETA: 4s - loss: 2.0441e-04 - acc: 1.000 - ETA: 4s - loss: 1.9123e-04 - acc: 1.000 - ETA: 4s - loss: 1.7205e-04 - acc: 1.000 - ETA: 4s - loss: 1.6222e-04 - acc: 1.000 - ETA: 4s - loss: 1.6941e-04 - acc: 1.000 - ETA: 4s - loss: 1.6419e-04 - acc: 1.000 - ETA: 4s - loss: 1.5275e-04 - acc: 1.000 - ETA: 4s - loss: 1.4516e-04 - acc: 1.000 - ETA: 4s - loss: 9.1370e-04 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.9992 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 816us/step - loss: 0.0091 - acc: 0.9984 - val_loss: 1.3050 - val_acc: 0.8551 Epoch 00203: val_loss did not improve from 0.55729 Epoch 204/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0843 - acc: 0.950 - ETA: 5s - loss: 0.0171 - acc: 0.990 - ETA: 5s - loss: 0.0107 - acc: 0.993 - ETA: 5s - loss: 0.0079 - acc: 0.995 - ETA: 5s - loss: 0.0062 - acc: 0.996 - ETA: 5s - loss: 0.0049 - acc: 0.997 - ETA: 5s - loss: 0.0042 - acc: 0.997 - ETA: 5s - loss: 0.0036 - acc: 0.997 - ETA: 5s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 6s 845us/step - loss: 0.0136 - acc: 0.9987 - val_loss: 1.3276 - val_acc: 0.8551 Epoch 00204: val_loss did not improve from 0.55729 Epoch 205/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.3690e-06 - acc: 1.000 - ETA: 5s - loss: 3.7423e-05 - acc: 1.000 - ETA: 5s - loss: 2.1824e-05 - acc: 1.000 - ETA: 5s - loss: 1.8563e-05 - acc: 1.000 - ETA: 5s - loss: 1.4934e-05 - acc: 1.000 - ETA: 5s - loss: 1.2237e-05 - acc: 1.000 - ETA: 5s - loss: 5.6943e-05 - acc: 1.000 - ETA: 5s - loss: 4.9851e-05 - acc: 1.000 - ETA: 5s - loss: 4.4500e-05 - acc: 1.000 - ETA: 5s - loss: 4.0209e-05 - acc: 1.000 - ETA: 5s - loss: 3.8260e-05 - acc: 1.000 - ETA: 4s - loss: 3.7357e-05 - acc: 1.000 - ETA: 4s - loss: 3.8706e-05 - acc: 1.000 - ETA: 4s - loss: 3.6471e-05 - acc: 1.000 - ETA: 4s - loss: 9.3956e-05 - acc: 1.000 - ETA: 4s - loss: 8.7856e-05 - acc: 1.000 - ETA: 4s - loss: 0.0148 - acc: 0.9990 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - 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acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - 6s 872us/step - loss: 0.0136 - acc: 0.9979 - val_loss: 1.2552 - val_acc: 0.8563 Epoch 00205: val_loss did not improve from 0.55729 Epoch 206/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.6492e-07 - acc: 1.000 - ETA: 5s - loss: 2.5445e-06 - acc: 1.000 - ETA: 5s - loss: 2.5887e-04 - acc: 1.000 - ETA: 5s - loss: 1.8350e-04 - acc: 1.000 - ETA: 5s - loss: 1.4425e-04 - acc: 1.000 - ETA: 5s - loss: 1.1819e-04 - acc: 1.000 - ETA: 5s - loss: 9.9614e-05 - acc: 1.000 - ETA: 5s - loss: 9.0154e-05 - acc: 1.000 - ETA: 5s - loss: 8.0570e-05 - acc: 1.000 - ETA: 5s - loss: 7.4113e-05 - acc: 1.000 - ETA: 5s - loss: 6.7422e-05 - acc: 1.000 - ETA: 5s - loss: 8.0863e-05 - acc: 1.000 - ETA: 5s - loss: 7.7366e-05 - acc: 1.000 - ETA: 5s - loss: 0.0160 - acc: 0.9987 - ETA: 5s - loss: 0.0149 - acc: 0.998 - ETA: 5s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - 6s 861us/step - loss: 0.0136 - acc: 0.9978 - val_loss: 1.1266 - val_acc: 0.8611 Epoch 00206: val_loss did not improve from 0.55729 Epoch 207/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8253e-06 - acc: 1.000 - ETA: 5s - loss: 0.0501 - acc: 0.9875 - ETA: 5s - loss: 0.0432 - acc: 0.987 - ETA: 4s - loss: 0.0288 - acc: 0.991 - ETA: 4s - loss: 0.0227 - acc: 0.993 - ETA: 4s - loss: 0.0192 - acc: 0.994 - ETA: 4s - loss: 0.0159 - acc: 0.995 - ETA: 4s - loss: 0.0136 - acc: 0.996 - ETA: 4s - loss: 0.0118 - acc: 0.996 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.996 - ETA: 4s - loss: 0.0173 - acc: 0.996 - ETA: 4s - loss: 0.0159 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.996 - ETA: 4s - loss: 0.0146 - acc: 0.996 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0123 - acc: 0.996 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 3s - loss: 0.0103 - 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ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 791us/step - loss: 0.0124 - acc: 0.9982 - val_loss: 1.2021 - val_acc: 0.8539 Epoch 00207: val_loss did not improve from 0.55729 Epoch 208/2000 6680/6680 [==============================] - ETA: 5s - loss: 6.4969e-07 - acc: 1.000 - ETA: 5s - loss: 1.6402e-05 - acc: 1.000 - ETA: 5s - loss: 5.7385e-05 - acc: 1.000 - ETA: 4s - loss: 0.0092 - acc: 0.9962 - ETA: 4s - loss: 0.0319 - acc: 0.991 - ETA: 4s - loss: 0.0271 - acc: 0.992 - ETA: 4s - loss: 0.0232 - acc: 0.993 - ETA: 4s - loss: 0.0199 - acc: 0.994 - ETA: 4s - loss: 0.0174 - acc: 0.995 - ETA: 4s - loss: 0.0160 - acc: 0.995 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0120 - acc: 0.996 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0093 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - 5s 791us/step - loss: 0.0120 - acc: 0.9975 - val_loss: 1.2250 - val_acc: 0.8611 Epoch 00208: val_loss did not improve from 0.55729 Epoch 209/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.1560e-06 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 7.9726e-04 - acc: 1.000 - ETA: 4s - loss: 5.6214e-04 - acc: 1.000 - ETA: 4s - loss: 4.5631e-04 - acc: 1.000 - ETA: 4s - loss: 3.7497e-04 - acc: 1.000 - ETA: 4s - loss: 4.0478e-04 - acc: 1.000 - ETA: 4s - loss: 3.6038e-04 - acc: 1.000 - ETA: 4s - loss: 3.2546e-04 - acc: 1.000 - ETA: 4s - loss: 4.1926e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.8356e-04 - acc: 1.000 - ETA: 4s - loss: 9.3984e-04 - acc: 1.000 - ETA: 4s - loss: 9.1359e-04 - acc: 1.000 - ETA: 4s - loss: 8.5078e-04 - acc: 1.000 - ETA: 4s - loss: 8.2462e-04 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9992 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.997 - 5s 790us/step - loss: 0.0150 - acc: 0.9979 - val_loss: 1.2721 - val_acc: 0.8551 Epoch 00209: val_loss did not improve from 0.55729 Epoch 210/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0151 - acc: 0.990 - ETA: 4s - loss: 0.0117 - acc: 0.994 - ETA: 4s - loss: 0.0243 - acc: 0.991 - ETA: 4s - loss: 0.0182 - acc: 0.993 - ETA: 4s - loss: 0.0146 - acc: 0.995 - ETA: 4s - loss: 0.0129 - acc: 0.995 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0096 - acc: 0.996 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0089 - acc: 0.997 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 790us/step - loss: 0.0098 - acc: 0.9984 - val_loss: 1.2878 - val_acc: 0.8515 Epoch 00210: val_loss did not improve from 0.55729 Epoch 211/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 6.8989e-04 - acc: 1.000 - ETA: 4s - loss: 4.9764e-04 - acc: 1.000 - ETA: 4s - loss: 9.9368e-04 - acc: 1.000 - ETA: 4s - loss: 8.3781e-04 - acc: 1.000 - ETA: 4s - loss: 7.0029e-04 - acc: 1.000 - ETA: 4s - loss: 5.9751e-04 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9983 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 6s 835us/step - loss: 0.0089 - acc: 0.9988 - val_loss: 1.2809 - val_acc: 0.8467 Epoch 00211: val_loss did not improve from 0.55729 Epoch 212/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3078e-05 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 1.0000 - ETA: 5s - loss: 0.0022 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.8471e-04 - acc: 1.000 - ETA: 4s - loss: 9.1445e-04 - acc: 1.000 - ETA: 4s - loss: 8.5287e-04 - acc: 1.000 - ETA: 4s - loss: 7.8403e-04 - acc: 1.000 - ETA: 4s - loss: 7.0969e-04 - acc: 1.000 - ETA: 4s - loss: 6.4954e-04 - acc: 1.000 - ETA: 4s - loss: 5.9688e-04 - acc: 1.000 - ETA: 4s - loss: 5.6685e-04 - acc: 1.000 - ETA: 4s - loss: 5.2663e-04 - acc: 1.000 - ETA: 4s - loss: 5.1000e-04 - acc: 1.000 - ETA: 4s - loss: 4.8624e-04 - acc: 1.000 - ETA: 4s - loss: 4.7227e-04 - acc: 1.000 - ETA: 4s - loss: 4.5718e-04 - acc: 1.000 - ETA: 4s - loss: 4.3876e-04 - acc: 1.000 - ETA: 4s - loss: 4.4993e-04 - acc: 1.000 - ETA: 4s - loss: 4.3327e-04 - acc: 1.000 - ETA: 3s - loss: 4.1788e-04 - acc: 1.000 - ETA: 3s - loss: 3.9859e-04 - acc: 1.000 - ETA: 3s - loss: 3.8537e-04 - acc: 1.000 - ETA: 3s - loss: 3.7648e-04 - acc: 1.000 - ETA: 3s - loss: 3.6484e-04 - acc: 1.000 - ETA: 3s - loss: 3.6337e-04 - acc: 1.000 - ETA: 3s - loss: 3.5301e-04 - acc: 1.000 - ETA: 3s - loss: 3.4288e-04 - acc: 1.000 - ETA: 3s - loss: 3.3329e-04 - acc: 1.000 - ETA: 3s - loss: 0.0037 - acc: 0.9995 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0036 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 0s - loss: 0.0037 - acc: 0.998 - ETA: 0s - loss: 0.0037 - acc: 0.998 - ETA: 0s - loss: 0.0036 - acc: 0.998 - ETA: 0s - loss: 0.0038 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - 6s 828us/step - loss: 0.0058 - acc: 0.9982 - val_loss: 1.2771 - val_acc: 0.8443 Epoch 00212: val_loss did not improve from 0.55729 Epoch 213/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.6359e-07 - acc: 1.000 - ETA: 5s - loss: 2.3187e-06 - acc: 1.000 - ETA: 5s - loss: 9.3552e-06 - acc: 1.000 - ETA: 5s - loss: 1.5090e-04 - acc: 1.000 - ETA: 5s - loss: 1.2127e-04 - acc: 1.000 - ETA: 5s - loss: 1.0042e-04 - acc: 1.000 - ETA: 5s - loss: 9.5000e-05 - acc: 1.000 - ETA: 5s - loss: 9.8463e-05 - acc: 1.000 - ETA: 5s - loss: 1.1653e-04 - acc: 1.000 - ETA: 4s - loss: 3.3451e-04 - acc: 1.000 - ETA: 4s - loss: 2.9926e-04 - acc: 1.000 - ETA: 4s - loss: 9.0336e-04 - acc: 1.000 - ETA: 4s - loss: 8.3595e-04 - acc: 1.000 - ETA: 4s - loss: 7.6011e-04 - acc: 1.000 - ETA: 4s - loss: 7.9278e-04 - acc: 1.000 - ETA: 4s - loss: 7.4547e-04 - acc: 1.000 - ETA: 4s - loss: 6.9120e-04 - acc: 1.000 - ETA: 4s - loss: 6.5708e-04 - acc: 1.000 - ETA: 4s - loss: 6.3649e-04 - acc: 1.000 - ETA: 4s - loss: 5.9839e-04 - acc: 1.000 - ETA: 4s - loss: 5.7163e-04 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9993 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - 6s 839us/step - loss: 0.0086 - acc: 0.9984 - val_loss: 1.2534 - val_acc: 0.8587 Epoch 00213: val_loss did not improve from 0.55729 Epoch 214/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2387e-05 - acc: 1.000 - ETA: 5s - loss: 1.1357e-05 - acc: 1.000 - ETA: 5s - loss: 0.0040 - acc: 1.0000 - ETA: 4s - loss: 0.0042 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 1.000 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - 5s 794us/step - loss: 0.0068 - acc: 0.9991 - val_loss: 1.2483 - val_acc: 0.8443 Epoch 00214: val_loss did not improve from 0.55729 Epoch 215/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.7418e-07 - acc: 1.000 - ETA: 5s - loss: 3.0390e-04 - acc: 1.000 - ETA: 5s - loss: 5.6943e-04 - acc: 1.000 - ETA: 5s - loss: 0.0171 - acc: 0.9955 - ETA: 5s - loss: 0.0136 - acc: 0.996 - ETA: 5s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 791us/step - loss: 0.0119 - acc: 0.9982 - val_loss: 1.3260 - val_acc: 0.8515 Epoch 00215: val_loss did not improve from 0.55729 Epoch 216/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8536e-05 - acc: 1.000 - ETA: 5s - loss: 2.1274e-05 - acc: 1.000 - ETA: 5s - loss: 2.1260e-05 - acc: 1.000 - ETA: 5s - loss: 3.6885e-05 - acc: 1.000 - ETA: 4s - loss: 2.8210e-05 - acc: 1.000 - ETA: 4s - loss: 2.3535e-05 - acc: 1.000 - ETA: 4s - loss: 2.8303e-05 - acc: 1.000 - ETA: 4s - loss: 1.0740e-04 - acc: 1.000 - ETA: 4s - loss: 1.0392e-04 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9985 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - 5s 791us/step - loss: 0.0132 - acc: 0.9978 - val_loss: 1.2318 - val_acc: 0.8599 Epoch 00216: val_loss did not improve from 0.55729 Epoch 217/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9637e-07 - acc: 1.000 - ETA: 5s - loss: 0.0448 - acc: 0.9875 - ETA: 5s - loss: 0.0685 - acc: 0.987 - ETA: 4s - loss: 0.0457 - acc: 0.991 - ETA: 4s - loss: 0.0848 - acc: 0.990 - ETA: 4s - loss: 0.0714 - acc: 0.992 - ETA: 4s - loss: 0.0590 - acc: 0.993 - ETA: 4s - loss: 0.0504 - acc: 0.994 - ETA: 4s - loss: 0.0439 - acc: 0.995 - ETA: 4s - loss: 0.0400 - acc: 0.995 - ETA: 4s - loss: 0.0358 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - 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ETA: 1s - loss: 0.0188 - acc: 0.997 - ETA: 1s - loss: 0.0185 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 793us/step - loss: 0.0135 - acc: 0.9985 - val_loss: 1.3402 - val_acc: 0.8515 Epoch 00217: val_loss did not improve from 0.55729 Epoch 218/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8801e-05 - acc: 1.000 - ETA: 5s - loss: 9.2754e-05 - acc: 1.000 - ETA: 5s - loss: 0.1153 - acc: 0.9929 - ETA: 5s - loss: 0.0789 - acc: 0.990 - ETA: 4s - loss: 0.0579 - acc: 0.993 - ETA: 4s - loss: 0.0457 - acc: 0.994 - ETA: 4s - loss: 0.0395 - acc: 0.995 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 797us/step - loss: 0.0109 - acc: 0.9987 - val_loss: 1.2207 - val_acc: 0.8503 Epoch 00218: val_loss did not improve from 0.55729 Epoch 219/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 3.7459e-04 - acc: 1.000 - ETA: 4s - loss: 2.3886e-04 - acc: 1.000 - ETA: 4s - loss: 1.8698e-04 - acc: 1.000 - ETA: 4s - loss: 1.5840e-04 - acc: 1.000 - ETA: 4s - loss: 1.2862e-04 - acc: 1.000 - ETA: 4s - loss: 1.2289e-04 - acc: 1.000 - ETA: 4s - loss: 1.6286e-04 - acc: 1.000 - ETA: 4s - loss: 8.7576e-04 - acc: 1.000 - ETA: 4s - loss: 7.7749e-04 - acc: 1.000 - ETA: 4s - loss: 0.0219 - acc: 0.9987 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 796us/step - loss: 0.0136 - acc: 0.9985 - val_loss: 1.2852 - val_acc: 0.8527 Epoch 00219: val_loss did not improve from 0.55729 Epoch 220/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8597e-06 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9900 - ETA: 4s - loss: 0.0039 - acc: 0.994 - ETA: 4s - loss: 0.0029 - acc: 0.995 - ETA: 4s - loss: 0.0023 - acc: 0.996 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.1797e-04 - acc: 0.998 - ETA: 4s - loss: 8.5828e-04 - acc: 0.998 - ETA: 4s - loss: 7.8996e-04 - acc: 0.999 - ETA: 4s - loss: 7.6051e-04 - acc: 0.999 - ETA: 4s - loss: 7.2103e-04 - acc: 0.999 - ETA: 4s - loss: 6.7386e-04 - acc: 0.999 - ETA: 4s - loss: 6.3250e-04 - acc: 0.999 - ETA: 4s - loss: 6.0504e-04 - acc: 0.999 - ETA: 4s - loss: 5.7148e-04 - acc: 0.999 - ETA: 3s - loss: 5.4264e-04 - acc: 0.999 - ETA: 3s - loss: 5.1555e-04 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.9988 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 2s - loss: 0.0030 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 795us/step - loss: 0.0105 - acc: 0.9982 - val_loss: 1.3938 - val_acc: 0.8467 Epoch 00220: val_loss did not improve from 0.55729 Epoch 221/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.6265e-05 - acc: 1.000 - ETA: 5s - loss: 7.4790e-05 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.0000 - ETA: 4s - loss: 0.0205 - acc: 0.996 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.995 - ETA: 4s - loss: 0.0172 - acc: 0.995 - ETA: 4s - loss: 0.0147 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0182 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 3s - loss: 0.0200 - acc: 0.996 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.996 - ETA: 3s - loss: 0.0186 - acc: 0.996 - ETA: 3s - loss: 0.0179 - acc: 0.996 - ETA: 3s - loss: 0.0172 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0162 - acc: 0.996 - ETA: 3s - loss: 0.0157 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0147 - acc: 0.996 - ETA: 3s - loss: 0.0144 - acc: 0.996 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 793us/step - loss: 0.0166 - acc: 0.9978 - val_loss: 1.3820 - val_acc: 0.8467 Epoch 00221: val_loss did not improve from 0.55729 Epoch 222/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.7192e-06 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 5s - loss: 9.0932e-04 - acc: 1.000 - ETA: 4s - loss: 6.7807e-04 - acc: 1.000 - ETA: 4s - loss: 6.1401e-04 - acc: 1.000 - ETA: 4s - loss: 5.3105e-04 - acc: 1.000 - ETA: 4s - loss: 4.5004e-04 - acc: 1.000 - ETA: 4s - loss: 3.8816e-04 - acc: 1.000 - ETA: 4s - loss: 3.7982e-04 - acc: 1.000 - ETA: 4s - loss: 3.3692e-04 - acc: 1.000 - ETA: 4s - loss: 3.0433e-04 - acc: 1.000 - ETA: 4s - loss: 2.7623e-04 - acc: 1.000 - ETA: 4s - loss: 2.5296e-04 - acc: 1.000 - ETA: 4s - loss: 2.3784e-04 - acc: 1.000 - ETA: 4s - loss: 2.2044e-04 - acc: 1.000 - ETA: 4s - loss: 2.2421e-04 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9992 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 791us/step - loss: 0.0094 - acc: 0.9985 - val_loss: 1.2713 - val_acc: 0.8419 Epoch 00222: val_loss did not improve from 0.55729 Epoch 223/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.0724e-06 - acc: 1.000 - ETA: 5s - loss: 2.3785e-04 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0338 - acc: 0.996 - ETA: 4s - loss: 0.0317 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.996 - ETA: 3s - loss: 0.0253 - acc: 0.996 - ETA: 3s - loss: 0.0272 - acc: 0.996 - ETA: 3s - loss: 0.0270 - acc: 0.995 - ETA: 3s - loss: 0.0261 - acc: 0.995 - ETA: 3s - loss: 0.0272 - acc: 0.995 - ETA: 3s - loss: 0.0263 - acc: 0.995 - ETA: 3s - loss: 0.0253 - acc: 0.995 - ETA: 3s - loss: 0.0244 - acc: 0.995 - ETA: 3s - loss: 0.0239 - acc: 0.995 - ETA: 3s - loss: 0.0231 - acc: 0.995 - ETA: 3s - loss: 0.0225 - acc: 0.995 - ETA: 3s - loss: 0.0225 - acc: 0.995 - ETA: 3s - loss: 0.0218 - acc: 0.995 - ETA: 3s - loss: 0.0211 - acc: 0.995 - ETA: 3s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0201 - acc: 0.996 - ETA: 2s - loss: 0.0197 - acc: 0.996 - ETA: 2s - loss: 0.0191 - acc: 0.996 - ETA: 2s - loss: 0.0187 - acc: 0.996 - ETA: 2s - loss: 0.0182 - acc: 0.996 - ETA: 2s - loss: 0.0177 - acc: 0.996 - ETA: 2s - loss: 0.0174 - acc: 0.996 - ETA: 2s - loss: 0.0170 - acc: 0.996 - ETA: 2s - loss: 0.0166 - acc: 0.996 - ETA: 2s - loss: 0.0162 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.996 - ETA: 2s - loss: 0.0164 - acc: 0.996 - ETA: 2s - loss: 0.0197 - acc: 0.996 - ETA: 2s - loss: 0.0193 - acc: 0.996 - ETA: 2s - loss: 0.0229 - acc: 0.996 - ETA: 2s - loss: 0.0224 - acc: 0.996 - ETA: 2s - loss: 0.0220 - acc: 0.996 - ETA: 1s - loss: 0.0215 - acc: 0.996 - ETA: 1s - loss: 0.0212 - acc: 0.996 - ETA: 1s - loss: 0.0208 - acc: 0.996 - ETA: 1s - loss: 0.0206 - acc: 0.996 - ETA: 1s - loss: 0.0202 - acc: 0.996 - ETA: 1s - loss: 0.0199 - acc: 0.996 - ETA: 1s - loss: 0.0196 - acc: 0.996 - ETA: 1s - loss: 0.0193 - acc: 0.996 - ETA: 1s - loss: 0.0189 - acc: 0.996 - ETA: 1s - loss: 0.0186 - acc: 0.996 - ETA: 1s - loss: 0.0184 - acc: 0.996 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - 5s 790us/step - loss: 0.0135 - acc: 0.9978 - val_loss: 1.2985 - val_acc: 0.8539 Epoch 00223: val_loss did not improve from 0.55729 Epoch 224/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-06 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1008 - acc: 0.993 - ETA: 4s - loss: 0.0822 - acc: 0.991 - ETA: 4s - loss: 0.0617 - acc: 0.993 - ETA: 4s - loss: 0.0657 - acc: 0.992 - ETA: 4s - loss: 0.0547 - acc: 0.993 - ETA: 4s - loss: 0.0470 - acc: 0.994 - ETA: 4s - loss: 0.0411 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.995 - ETA: 4s - loss: 0.0356 - acc: 0.994 - ETA: 4s - loss: 0.0323 - acc: 0.995 - ETA: 4s - loss: 0.0302 - acc: 0.995 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.995 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0251 - acc: 0.996 - ETA: 3s - loss: 0.0239 - acc: 0.996 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.997 - 5s 792us/step - loss: 0.0141 - acc: 0.9978 - val_loss: 1.2807 - val_acc: 0.8515 Epoch 00224: val_loss did not improve from 0.55729 Epoch 225/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1396e-06 - acc: 1.000 - ETA: 5s - loss: 2.9522e-05 - acc: 1.000 - ETA: 5s - loss: 5.3919e-05 - acc: 1.000 - ETA: 4s - loss: 6.1876e-04 - acc: 1.000 - ETA: 4s - loss: 4.6878e-04 - acc: 1.000 - ETA: 4s - loss: 3.7549e-04 - acc: 1.000 - ETA: 4s - loss: 3.2676e-04 - acc: 1.000 - ETA: 4s - loss: 2.7875e-04 - acc: 1.000 - ETA: 4s - loss: 2.4495e-04 - acc: 1.000 - ETA: 4s - loss: 2.2679e-04 - acc: 1.000 - ETA: 4s - loss: 2.3607e-04 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9988 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 793us/step - loss: 0.0099 - acc: 0.9988 - val_loss: 1.3753 - val_acc: 0.8551 Epoch 00225: val_loss did not improve from 0.55729 Epoch 226/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9991e-04 - acc: 1.000 - ETA: 4s - loss: 6.1032e-04 - acc: 1.000 - ETA: 5s - loss: 6.2468e-04 - acc: 1.000 - ETA: 4s - loss: 4.1748e-04 - acc: 1.000 - ETA: 4s - loss: 3.7500e-04 - acc: 1.000 - ETA: 4s - loss: 4.0552e-04 - acc: 1.000 - ETA: 4s - loss: 3.5318e-04 - acc: 1.000 - ETA: 4s - loss: 3.5095e-04 - acc: 1.000 - ETA: 4s - loss: 3.0599e-04 - acc: 1.000 - ETA: 4s - loss: 2.7968e-04 - acc: 1.000 - ETA: 4s - loss: 3.6102e-04 - acc: 1.000 - ETA: 4s - loss: 3.2831e-04 - acc: 1.000 - ETA: 4s - loss: 3.0603e-04 - acc: 1.000 - ETA: 4s - loss: 2.8964e-04 - acc: 1.000 - ETA: 4s - loss: 2.6799e-04 - acc: 1.000 - ETA: 4s - loss: 2.7443e-04 - acc: 1.000 - ETA: 4s - loss: 2.6277e-04 - acc: 1.000 - ETA: 4s - loss: 2.4751e-04 - acc: 1.000 - ETA: 4s - loss: 2.3345e-04 - acc: 1.000 - ETA: 4s - loss: 5.0592e-04 - acc: 1.000 - ETA: 3s - loss: 5.5278e-04 - acc: 1.000 - ETA: 3s - loss: 5.3647e-04 - acc: 1.000 - ETA: 3s - loss: 5.1156e-04 - acc: 1.000 - ETA: 3s - loss: 4.8940e-04 - acc: 1.000 - ETA: 3s - loss: 4.6797e-04 - acc: 1.000 - ETA: 3s - loss: 4.5949e-04 - acc: 1.000 - ETA: 3s - loss: 4.4566e-04 - acc: 1.000 - ETA: 3s - loss: 4.4828e-04 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9995 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 798us/step - loss: 0.0094 - acc: 0.9982 - val_loss: 1.3321 - val_acc: 0.8527 Epoch 00226: val_loss did not improve from 0.55729 Epoch 227/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.7551e-07 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 5s - loss: 6.6756e-04 - acc: 1.000 - ETA: 4s - loss: 5.0331e-04 - acc: 1.000 - ETA: 4s - loss: 4.1891e-04 - acc: 1.000 - ETA: 4s - loss: 3.3728e-04 - acc: 1.000 - ETA: 4s - loss: 2.8769e-04 - acc: 1.000 - ETA: 4s - loss: 2.5212e-04 - acc: 1.000 - ETA: 4s - loss: 3.0757e-04 - acc: 1.000 - ETA: 4s - loss: 2.7259e-04 - acc: 1.000 - ETA: 4s - loss: 2.4700e-04 - acc: 1.000 - ETA: 4s - loss: 2.2840e-04 - acc: 1.000 - ETA: 4s - loss: 2.1458e-04 - acc: 1.000 - ETA: 4s - loss: 2.0381e-04 - acc: 1.000 - ETA: 4s - loss: 1.9241e-04 - acc: 1.000 - ETA: 4s - loss: 1.7891e-04 - acc: 1.000 - ETA: 4s - loss: 1.6801e-04 - acc: 1.000 - ETA: 4s - loss: 1.6070e-04 - acc: 1.000 - ETA: 4s - loss: 1.6316e-04 - acc: 1.000 - ETA: 4s - loss: 1.5412e-04 - acc: 1.000 - ETA: 4s - loss: 1.4663e-04 - acc: 1.000 - ETA: 3s - loss: 1.3941e-04 - acc: 1.000 - ETA: 3s - loss: 1.3464e-04 - acc: 1.000 - ETA: 3s - loss: 1.2934e-04 - acc: 1.000 - ETA: 3s - loss: 1.3023e-04 - acc: 1.000 - ETA: 3s - loss: 1.2514e-04 - acc: 1.000 - ETA: 3s - loss: 1.2011e-04 - acc: 1.000 - ETA: 3s - loss: 1.1588e-04 - acc: 1.000 - ETA: 3s - loss: 1.1198e-04 - acc: 1.000 - ETA: 3s - loss: 2.0081e-04 - acc: 1.000 - ETA: 3s - loss: 1.9428e-04 - acc: 1.000 - ETA: 3s - loss: 1.8930e-04 - acc: 1.000 - ETA: 3s - loss: 1.8297e-04 - acc: 1.000 - ETA: 3s - loss: 1.7933e-04 - acc: 1.000 - ETA: 3s - loss: 1.7409e-04 - acc: 1.000 - ETA: 3s - loss: 1.6930e-04 - acc: 1.000 - ETA: 3s - loss: 1.6566e-04 - acc: 1.000 - ETA: 3s - loss: 1.6093e-04 - acc: 1.000 - ETA: 2s - loss: 1.5933e-04 - acc: 1.000 - ETA: 2s - loss: 1.5890e-04 - acc: 1.000 - ETA: 2s - loss: 1.5573e-04 - acc: 1.000 - ETA: 2s - loss: 1.5184e-04 - acc: 1.000 - ETA: 2s - loss: 1.4845e-04 - acc: 1.000 - ETA: 2s - loss: 0.0017 - acc: 0.9997 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - 5s 795us/step - loss: 0.0088 - acc: 0.9982 - val_loss: 1.2617 - val_acc: 0.8443 Epoch 00227: val_loss did not improve from 0.55729 Epoch 228/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.4443e-04 - acc: 1.000 - ETA: 5s - loss: 0.0310 - acc: 0.9900 - ETA: 5s - loss: 0.0259 - acc: 0.988 - ETA: 5s - loss: 0.0196 - acc: 0.991 - ETA: 4s - loss: 0.0147 - acc: 0.993 - ETA: 4s - loss: 0.0118 - acc: 0.995 - ETA: 4s - loss: 0.0100 - acc: 0.995 - ETA: 4s - loss: 0.0089 - acc: 0.996 - ETA: 4s - loss: 0.0078 - acc: 0.996 - ETA: 4s - loss: 0.0158 - acc: 0.995 - ETA: 4s - loss: 0.0142 - acc: 0.996 - ETA: 4s - loss: 0.0133 - acc: 0.996 - ETA: 4s - loss: 0.0121 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - loss: 0.0253 - acc: 0.996 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0201 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.996 - ETA: 3s - loss: 0.0203 - acc: 0.996 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 795us/step - loss: 0.0101 - acc: 0.9982 - val_loss: 1.2670 - val_acc: 0.8563 Epoch 00228: val_loss did not improve from 0.55729 Epoch 229/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.7908e-05 - acc: 1.000 - ETA: 4s - loss: 1.6738e-04 - acc: 1.000 - ETA: 5s - loss: 1.0975e-04 - acc: 1.000 - ETA: 4s - loss: 7.5298e-05 - acc: 1.000 - ETA: 4s - loss: 6.9481e-05 - acc: 1.000 - ETA: 4s - loss: 5.6253e-05 - acc: 1.000 - ETA: 4s - loss: 5.2758e-05 - acc: 1.000 - ETA: 4s - loss: 4.5286e-05 - acc: 1.000 - ETA: 4s - loss: 4.1135e-05 - acc: 1.000 - ETA: 4s - loss: 3.8468e-05 - acc: 1.000 - ETA: 4s - loss: 3.5715e-05 - acc: 1.000 - ETA: 4s - loss: 3.3126e-05 - acc: 1.000 - ETA: 4s - loss: 3.0326e-05 - acc: 1.000 - ETA: 4s - loss: 2.8598e-05 - acc: 1.000 - ETA: 4s - loss: 2.7544e-05 - acc: 1.000 - ETA: 4s - loss: 2.6514e-05 - acc: 1.000 - ETA: 4s - loss: 2.5343e-05 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9992 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - 5s 794us/step - loss: 0.0156 - acc: 0.9975 - val_loss: 1.2321 - val_acc: 0.8491 Epoch 00229: val_loss did not improve from 0.55729 Epoch 230/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3260e-05 - acc: 1.000 - ETA: 4s - loss: 2.7899e-04 - acc: 1.000 - ETA: 5s - loss: 1.7592e-04 - acc: 1.000 - ETA: 4s - loss: 1.1953e-04 - acc: 1.000 - ETA: 4s - loss: 1.0837e-04 - acc: 1.000 - ETA: 4s - loss: 9.8658e-05 - acc: 1.000 - ETA: 4s - loss: 1.0073e-04 - acc: 1.000 - ETA: 4s - loss: 8.7662e-05 - acc: 1.000 - ETA: 4s - loss: 7.9467e-05 - acc: 1.000 - ETA: 4s - loss: 7.2722e-05 - acc: 1.000 - ETA: 4s - loss: 6.5600e-05 - acc: 1.000 - ETA: 4s - loss: 6.0899e-05 - acc: 1.000 - ETA: 4s - loss: 6.4292e-05 - acc: 1.000 - ETA: 4s - loss: 5.9634e-05 - acc: 1.000 - ETA: 4s - loss: 5.6513e-05 - acc: 1.000 - ETA: 4s - loss: 5.2661e-05 - acc: 1.000 - ETA: 4s - loss: 4.9581e-05 - acc: 1.000 - ETA: 4s - loss: 4.6741e-05 - acc: 1.000 - ETA: 4s - loss: 4.5006e-05 - acc: 1.000 - ETA: 4s - loss: 4.3000e-05 - acc: 1.000 - ETA: 3s - loss: 4.0792e-05 - acc: 1.000 - ETA: 3s - loss: 3.8837e-05 - acc: 1.000 - ETA: 3s - loss: 3.8358e-05 - acc: 1.000 - ETA: 3s - loss: 3.7943e-05 - acc: 1.000 - ETA: 3s - loss: 3.6349e-05 - acc: 1.000 - ETA: 3s - loss: 3.5164e-05 - acc: 1.000 - ETA: 3s - loss: 3.3766e-05 - acc: 1.000 - ETA: 3s - loss: 3.5617e-05 - acc: 1.000 - ETA: 3s - loss: 3.4470e-05 - acc: 1.000 - ETA: 3s - loss: 3.5767e-05 - acc: 1.000 - ETA: 3s - loss: 3.4533e-05 - acc: 1.000 - ETA: 3s - loss: 3.3662e-05 - acc: 1.000 - ETA: 3s - loss: 7.0585e-05 - acc: 1.000 - ETA: 3s - loss: 6.9987e-05 - acc: 1.000 - ETA: 3s - loss: 6.7851e-05 - acc: 1.000 - ETA: 3s - loss: 7.5686e-05 - acc: 1.000 - ETA: 3s - loss: 9.4405e-05 - acc: 1.000 - ETA: 2s - loss: 1.1388e-04 - acc: 1.000 - ETA: 2s - loss: 1.1149e-04 - acc: 1.000 - ETA: 2s - loss: 1.0858e-04 - acc: 1.000 - ETA: 2s - loss: 1.2190e-04 - acc: 1.000 - ETA: 2s - loss: 1.1887e-04 - acc: 1.000 - ETA: 2s - loss: 1.1596e-04 - acc: 1.000 - ETA: 2s - loss: 1.1375e-04 - acc: 1.000 - ETA: 2s - loss: 2.3759e-04 - acc: 1.000 - ETA: 2s - loss: 2.3342e-04 - acc: 1.000 - ETA: 2s - loss: 2.3046e-04 - acc: 1.000 - ETA: 2s - loss: 2.2678e-04 - acc: 1.000 - ETA: 2s - loss: 2.2746e-04 - acc: 1.000 - ETA: 2s - loss: 2.2709e-04 - acc: 1.000 - ETA: 2s - loss: 2.2364e-04 - acc: 1.000 - ETA: 2s - loss: 2.1969e-04 - acc: 1.000 - ETA: 2s - loss: 2.1611e-04 - acc: 1.000 - ETA: 2s - loss: 2.1288e-04 - acc: 1.000 - ETA: 1s - loss: 2.0895e-04 - acc: 1.000 - ETA: 1s - loss: 2.0518e-04 - acc: 1.000 - ETA: 1s - loss: 2.0165e-04 - acc: 1.000 - ETA: 1s - loss: 2.0051e-04 - acc: 1.000 - ETA: 1s - loss: 1.9706e-04 - acc: 1.000 - ETA: 1s - loss: 1.9444e-04 - acc: 1.000 - ETA: 1s - loss: 1.9189e-04 - acc: 1.000 - ETA: 1s - loss: 1.8948e-04 - acc: 1.000 - ETA: 1s - loss: 1.8653e-04 - acc: 1.000 - ETA: 1s - loss: 2.9070e-04 - acc: 1.000 - ETA: 1s - loss: 3.5165e-04 - acc: 1.000 - ETA: 1s - loss: 6.3482e-04 - acc: 0.999 - ETA: 1s - loss: 6.3292e-04 - acc: 0.999 - ETA: 1s - loss: 6.2299e-04 - acc: 0.999 - ETA: 1s - loss: 6.1583e-04 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.9996 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0022 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - 5s 795us/step - loss: 0.0086 - acc: 0.9985 - val_loss: 1.2853 - val_acc: 0.8575 Epoch 00230: val_loss did not improve from 0.55729 Epoch 231/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.3810e-05 - acc: 1.000 - ETA: 5s - loss: 1.9714e-04 - acc: 1.000 - ETA: 5s - loss: 3.5940e-04 - acc: 1.000 - ETA: 4s - loss: 2.4196e-04 - acc: 1.000 - ETA: 4s - loss: 3.0838e-04 - acc: 1.000 - ETA: 4s - loss: 3.6387e-04 - acc: 1.000 - ETA: 4s - loss: 3.0991e-04 - acc: 1.000 - ETA: 4s - loss: 0.0315 - acc: 0.9963 - ETA: 4s - loss: 0.0275 - acc: 0.996 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 790us/step - loss: 0.0122 - acc: 0.9982 - val_loss: 1.3397 - val_acc: 0.8503 Epoch 00231: val_loss did not improve from 0.55729 Epoch 232/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 5.5050e-04 - acc: 1.000 - ETA: 5s - loss: 3.4661e-04 - acc: 1.000 - ETA: 4s - loss: 2.4069e-04 - acc: 1.000 - ETA: 4s - loss: 1.8135e-04 - acc: 1.000 - ETA: 4s - loss: 0.0211 - acc: 0.9974 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.993 - ETA: 4s - loss: 0.0258 - acc: 0.994 - ETA: 4s - loss: 0.0233 - acc: 0.994 - ETA: 4s - loss: 0.0212 - acc: 0.995 - ETA: 4s - loss: 0.0208 - acc: 0.994 - ETA: 4s - loss: 0.0191 - acc: 0.995 - ETA: 4s - loss: 0.0178 - acc: 0.995 - ETA: 4s - loss: 0.0165 - acc: 0.995 - ETA: 4s - loss: 0.0155 - acc: 0.996 - ETA: 4s - loss: 0.0148 - acc: 0.996 - ETA: 4s - loss: 0.0139 - acc: 0.996 - ETA: 3s - loss: 0.0132 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0152 - acc: 0.996 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.996 - ETA: 3s - loss: 0.0217 - acc: 0.996 - ETA: 3s - loss: 0.0209 - acc: 0.996 - ETA: 3s - loss: 0.0202 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0190 - acc: 0.996 - ETA: 3s - loss: 0.0186 - acc: 0.996 - ETA: 3s - loss: 0.0180 - acc: 0.996 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 793us/step - loss: 0.0098 - acc: 0.9981 - val_loss: 1.2766 - val_acc: 0.8587 Epoch 00232: val_loss did not improve from 0.55729 Epoch 233/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9977e-05 - acc: 1.000 - ETA: 4s - loss: 4.6481e-06 - acc: 1.000 - ETA: 4s - loss: 1.3423e-04 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9958 - ETA: 4s - loss: 0.0108 - acc: 0.996 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 792us/step - loss: 0.0093 - acc: 0.9985 - val_loss: 1.3363 - val_acc: 0.8407 Epoch 00233: val_loss did not improve from 0.55729 Epoch 234/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.5908e-04 - acc: 1.000 - ETA: 4s - loss: 1.6790e-04 - acc: 1.000 - ETA: 4s - loss: 1.1118e-04 - acc: 1.000 - ETA: 4s - loss: 8.4484e-05 - acc: 1.000 - ETA: 4s - loss: 6.4104e-05 - acc: 1.000 - ETA: 4s - loss: 6.9776e-05 - acc: 1.000 - ETA: 4s - loss: 0.0330 - acc: 0.9978 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 845us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.2183 - val_acc: 0.8515 Epoch 00234: val_loss did not improve from 0.55729 Epoch 235/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 5s - loss: 9.7487e-04 - acc: 1.000 - ETA: 5s - loss: 5.8983e-04 - acc: 1.000 - ETA: 5s - loss: 4.3927e-04 - acc: 1.000 - ETA: 5s - loss: 4.0320e-04 - acc: 1.000 - ETA: 5s - loss: 3.3035e-04 - acc: 1.000 - ETA: 5s - loss: 2.8169e-04 - acc: 1.000 - ETA: 5s - loss: 2.4405e-04 - acc: 1.000 - ETA: 5s - loss: 2.1491e-04 - acc: 1.000 - ETA: 5s - loss: 5.3597e-04 - acc: 1.000 - ETA: 5s - loss: 5.2387e-04 - acc: 1.000 - ETA: 4s - loss: 4.7769e-04 - acc: 1.000 - ETA: 4s - loss: 4.3977e-04 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9987 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - 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ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 802us/step - loss: 0.0113 - acc: 0.9981 - val_loss: 1.3233 - val_acc: 0.8479 Epoch 00235: val_loss did not improve from 0.55729 Epoch 236/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.8356e-06 - acc: 1.000 - ETA: 5s - loss: 1.3285e-05 - acc: 1.000 - ETA: 5s - loss: 9.5100e-05 - acc: 1.000 - ETA: 4s - loss: 4.9444e-04 - acc: 1.000 - ETA: 4s - loss: 3.8701e-04 - acc: 1.000 - ETA: 4s - loss: 3.2605e-04 - acc: 1.000 - ETA: 4s - loss: 0.0353 - acc: 0.9978 - ETA: 4s - loss: 0.0301 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 796us/step - loss: 0.0143 - acc: 0.9981 - val_loss: 1.3697 - val_acc: 0.8455 Epoch 00236: val_loss did not improve from 0.55729 Epoch 237/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9147e-06 - acc: 1.000 - ETA: 4s - loss: 2.6799e-06 - acc: 1.000 - ETA: 4s - loss: 4.0776e-04 - acc: 1.000 - ETA: 4s - loss: 3.0713e-04 - acc: 1.000 - ETA: 4s - loss: 2.5065e-04 - acc: 1.000 - ETA: 4s - loss: 1.9930e-04 - acc: 1.000 - ETA: 4s - loss: 1.7262e-04 - acc: 1.000 - ETA: 4s - loss: 0.0280 - acc: 0.9981 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0191 - acc: 0.997 - ETA: 1s - loss: 0.0190 - acc: 0.997 - ETA: 1s - loss: 0.0187 - acc: 0.997 - ETA: 1s - loss: 0.0185 - acc: 0.997 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0178 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0187 - acc: 0.997 - ETA: 0s - loss: 0.0185 - acc: 0.997 - ETA: 0s - loss: 0.0182 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0166 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - 5s 797us/step - loss: 0.0161 - acc: 0.9976 - val_loss: 1.3651 - val_acc: 0.8479 Epoch 00237: val_loss did not improve from 0.55729 Epoch 238/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5034e-05 - acc: 1.000 - ETA: 5s - loss: 2.4058e-05 - acc: 1.000 - ETA: 5s - loss: 1.4384e-05 - acc: 1.000 - ETA: 4s - loss: 1.6025e-05 - acc: 1.000 - ETA: 4s - loss: 2.8843e-04 - acc: 1.000 - ETA: 4s - loss: 2.5931e-04 - acc: 1.000 - ETA: 4s - loss: 2.3477e-04 - acc: 1.000 - ETA: 4s - loss: 2.0995e-04 - acc: 1.000 - ETA: 4s - loss: 1.8695e-04 - acc: 1.000 - ETA: 4s - loss: 1.6601e-04 - acc: 1.000 - ETA: 4s - loss: 1.4923e-04 - acc: 1.000 - ETA: 4s - loss: 1.3891e-04 - acc: 1.000 - ETA: 4s - loss: 1.3119e-04 - acc: 1.000 - ETA: 4s - loss: 1.3807e-04 - acc: 1.000 - ETA: 4s - loss: 1.3384e-04 - acc: 1.000 - ETA: 4s - loss: 1.2687e-04 - acc: 1.000 - ETA: 4s - loss: 1.1920e-04 - acc: 1.000 - ETA: 4s - loss: 1.1721e-04 - acc: 1.000 - ETA: 4s - loss: 1.1075e-04 - acc: 1.000 - ETA: 4s - loss: 1.1460e-04 - acc: 1.000 - ETA: 3s - loss: 1.2356e-04 - acc: 1.000 - ETA: 3s - loss: 1.1750e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9994 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 793us/step - loss: 0.0120 - acc: 0.9985 - val_loss: 1.3126 - val_acc: 0.8467 Epoch 00238: val_loss did not improve from 0.55729 Epoch 239/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3081e-07 - acc: 1.000 - ETA: 4s - loss: 6.0096e-04 - acc: 1.000 - ETA: 4s - loss: 0.0133 - acc: 0.9944 - ETA: 4s - loss: 0.0092 - acc: 0.996 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 792us/step - loss: 0.0087 - acc: 0.9988 - val_loss: 1.3805 - val_acc: 0.8503 Epoch 00239: val_loss did not improve from 0.55729 Epoch 240/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4273e-07 - acc: 1.000 - ETA: 4s - loss: 4.2730e-06 - acc: 1.000 - ETA: 5s - loss: 1.8190e-04 - acc: 1.000 - ETA: 4s - loss: 3.6057e-04 - acc: 1.000 - ETA: 4s - loss: 2.7260e-04 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 791us/step - loss: 0.0084 - acc: 0.9987 - val_loss: 1.2579 - val_acc: 0.8563 Epoch 00240: val_loss did not improve from 0.55729 Epoch 241/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4583e-05 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1008 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.996 - ETA: 4s - loss: 0.0246 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.996 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.996 - ETA: 3s - loss: 0.0187 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 792us/step - loss: 0.0127 - acc: 0.9981 - val_loss: 1.3130 - val_acc: 0.8539 Epoch 00241: val_loss did not improve from 0.55729 Epoch 242/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6054e-05 - acc: 1.000 - ETA: 5s - loss: 1.1689e-05 - acc: 1.000 - ETA: 5s - loss: 0.0222 - acc: 0.9875 - ETA: 4s - loss: 0.0803 - acc: 0.987 - ETA: 4s - loss: 0.0602 - acc: 0.990 - ETA: 4s - loss: 0.0483 - acc: 0.992 - ETA: 4s - loss: 0.0420 - acc: 0.993 - ETA: 4s - loss: 0.0373 - acc: 0.992 - ETA: 4s - loss: 0.0325 - acc: 0.993 - ETA: 4s - loss: 0.0288 - acc: 0.994 - ETA: 4s - loss: 0.0270 - acc: 0.994 - ETA: 4s - loss: 0.0244 - acc: 0.995 - ETA: 4s - loss: 0.0225 - acc: 0.995 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0178 - acc: 0.996 - ETA: 4s - loss: 0.0167 - acc: 0.996 - ETA: 4s - loss: 0.0159 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0085 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.997 - ETA: 1s - loss: 0.0106 - acc: 0.997 - ETA: 1s - loss: 0.0104 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - 5s 792us/step - loss: 0.0115 - acc: 0.9979 - val_loss: 1.2665 - val_acc: 0.8479 Epoch 00242: val_loss did not improve from 0.55729 Epoch 243/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7733e-06 - acc: 1.000 - ETA: 5s - loss: 1.0865e-05 - acc: 1.000 - ETA: 5s - loss: 2.5043e-05 - acc: 1.000 - ETA: 4s - loss: 1.8750e-05 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 797us/step - loss: 0.0117 - acc: 0.9982 - val_loss: 1.2803 - val_acc: 0.8479 Epoch 00243: val_loss did not improve from 0.55729 Epoch 244/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9217e-05 - acc: 1.000 - ETA: 5s - loss: 9.7531e-05 - acc: 1.000 - ETA: 5s - loss: 6.5834e-05 - acc: 1.000 - ETA: 5s - loss: 5.0927e-05 - acc: 1.000 - ETA: 4s - loss: 1.8723e-04 - acc: 1.000 - ETA: 4s - loss: 1.4885e-04 - acc: 1.000 - ETA: 4s - loss: 3.4076e-04 - acc: 1.000 - ETA: 4s - loss: 2.9243e-04 - acc: 1.000 - ETA: 4s - loss: 0.0225 - acc: 0.9983 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 801us/step - loss: 0.0106 - acc: 0.9984 - val_loss: 1.2087 - val_acc: 0.8479 Epoch 00244: val_loss did not improve from 0.55729 Epoch 245/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.2331e-05 - acc: 1.000 - ETA: 4s - loss: 5.9024e-05 - acc: 1.000 - ETA: 5s - loss: 4.5164e-05 - acc: 1.000 - ETA: 5s - loss: 1.7003e-04 - acc: 1.000 - ETA: 4s - loss: 1.4463e-04 - acc: 1.000 - ETA: 4s - loss: 1.3728e-04 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9977 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.997 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0111 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 812us/step - loss: 0.0128 - acc: 0.9981 - val_loss: 1.2060 - val_acc: 0.8539 Epoch 00245: val_loss did not improve from 0.55729 Epoch 246/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 6.0134e-06 - acc: 1.000 - ETA: 5s - loss: 0.0256 - acc: 0.9944 - ETA: 5s - loss: 0.0193 - acc: 0.995 - ETA: 4s - loss: 0.0145 - acc: 0.996 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0044 - 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acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 812us/step - loss: 0.0084 - acc: 0.9982 - val_loss: 1.2097 - val_acc: 0.8455 Epoch 00246: val_loss did not improve from 0.55729 Epoch 247/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 9.6456e-06 - acc: 1.000 - ETA: 5s - loss: 3.0292e-05 - acc: 1.000 - ETA: 5s - loss: 2.9912e-05 - acc: 1.000 - ETA: 4s - loss: 2.2775e-05 - acc: 1.000 - ETA: 5s - loss: 1.9079e-05 - acc: 1.000 - ETA: 4s - loss: 1.5876e-05 - acc: 1.000 - ETA: 4s - loss: 0.0323 - acc: 0.9980 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - 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acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 821us/step - loss: 0.0083 - acc: 0.9981 - val_loss: 1.2510 - val_acc: 0.8563 Epoch 00247: val_loss did not improve from 0.55729 Epoch 248/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.4240e-07 - acc: 1.000 - ETA: 5s - loss: 1.9760e-04 - acc: 1.000 - ETA: 5s - loss: 2.9716e-04 - acc: 1.000 - ETA: 5s - loss: 2.1630e-04 - acc: 1.000 - ETA: 5s - loss: 1.7336e-04 - acc: 1.000 - ETA: 5s - loss: 1.4326e-04 - acc: 1.000 - ETA: 5s - loss: 1.6175e-04 - acc: 1.000 - ETA: 5s - loss: 1.4321e-04 - acc: 1.000 - ETA: 5s - loss: 1.6624e-04 - acc: 1.000 - ETA: 5s - loss: 1.4916e-04 - acc: 1.000 - ETA: 5s - loss: 1.6337e-04 - acc: 1.000 - ETA: 4s - loss: 1.5185e-04 - acc: 1.000 - ETA: 4s - loss: 2.8494e-04 - acc: 1.000 - ETA: 4s - loss: 2.6425e-04 - acc: 1.000 - ETA: 4s - loss: 2.4826e-04 - acc: 1.000 - ETA: 4s - loss: 2.8246e-04 - acc: 1.000 - ETA: 4s - loss: 2.6626e-04 - acc: 1.000 - ETA: 4s - loss: 4.1395e-04 - acc: 1.000 - ETA: 4s - loss: 3.9348e-04 - acc: 1.000 - ETA: 4s - loss: 0.0104 - acc: 0.9992 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 6s 874us/step - loss: 0.0092 - acc: 0.9985 - val_loss: 1.3065 - val_acc: 0.8443 Epoch 00248: val_loss did not improve from 0.55729 Epoch 249/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5406e-06 - acc: 1.000 - ETA: 5s - loss: 2.6615e-04 - acc: 1.000 - ETA: 5s - loss: 1.5359e-04 - acc: 1.000 - ETA: 5s - loss: 3.0510e-04 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 5s - loss: 0.0113 - acc: 0.997 - ETA: 5s - loss: 0.0098 - acc: 0.997 - ETA: 5s - loss: 0.0086 - acc: 0.998 - ETA: 5s - loss: 0.0077 - acc: 0.998 - ETA: 5s - loss: 0.0070 - acc: 0.998 - ETA: 5s - loss: 0.0064 - acc: 0.998 - ETA: 5s - loss: 0.0059 - acc: 0.998 - ETA: 5s - loss: 0.0054 - acc: 0.998 - ETA: 5s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - 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acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 6s 884us/step - loss: 0.0106 - acc: 0.9985 - val_loss: 1.3664 - val_acc: 0.8491 Epoch 00249: val_loss did not improve from 0.55729 Epoch 250/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.6028e-07 - acc: 1.000 - ETA: 5s - loss: 6.5283e-04 - acc: 1.000 - ETA: 5s - loss: 4.0074e-04 - acc: 1.000 - ETA: 5s - loss: 2.9032e-04 - acc: 1.000 - ETA: 5s - loss: 2.2732e-04 - acc: 1.000 - ETA: 5s - loss: 1.9031e-04 - acc: 1.000 - ETA: 5s - loss: 1.6155e-04 - acc: 1.000 - ETA: 5s - loss: 1.4751e-04 - acc: 1.000 - ETA: 5s - loss: 1.6911e-04 - acc: 1.000 - ETA: 5s - loss: 2.5110e-04 - acc: 1.000 - ETA: 5s - loss: 2.2684e-04 - acc: 1.000 - ETA: 5s - loss: 2.4257e-04 - acc: 1.000 - ETA: 5s - loss: 2.2613e-04 - acc: 1.000 - ETA: 5s - loss: 2.2808e-04 - acc: 1.000 - ETA: 5s - loss: 2.1222e-04 - acc: 1.000 - ETA: 5s - loss: 3.5379e-04 - acc: 1.000 - ETA: 5s - loss: 3.3234e-04 - acc: 1.000 - ETA: 4s - loss: 3.1334e-04 - acc: 1.000 - ETA: 4s - loss: 2.9680e-04 - acc: 1.000 - ETA: 4s - loss: 2.8449e-04 - acc: 1.000 - ETA: 4s - loss: 2.7414e-04 - acc: 1.000 - ETA: 4s - loss: 2.6157e-04 - acc: 1.000 - ETA: 4s - loss: 2.4998e-04 - acc: 1.000 - ETA: 4s - loss: 2.3937e-04 - acc: 1.000 - ETA: 4s - loss: 2.3286e-04 - acc: 1.000 - ETA: 4s - loss: 2.2372e-04 - acc: 1.000 - ETA: 4s - loss: 2.1531e-04 - acc: 1.000 - ETA: 4s - loss: 2.0791e-04 - acc: 1.000 - ETA: 4s - loss: 3.4493e-04 - acc: 1.000 - ETA: 4s - loss: 3.3328e-04 - acc: 1.000 - ETA: 4s - loss: 3.2304e-04 - acc: 1.000 - ETA: 4s - loss: 3.1285e-04 - acc: 1.000 - ETA: 4s - loss: 3.0321e-04 - acc: 1.000 - ETA: 4s - loss: 2.9729e-04 - acc: 1.000 - ETA: 4s - loss: 2.8874e-04 - acc: 1.000 - ETA: 4s - loss: 3.3601e-04 - acc: 1.000 - ETA: 3s - loss: 3.3093e-04 - acc: 1.000 - ETA: 3s - loss: 3.2216e-04 - acc: 1.000 - ETA: 3s - loss: 3.1390e-04 - acc: 1.000 - ETA: 3s - loss: 3.0671e-04 - acc: 1.000 - ETA: 3s - loss: 3.0016e-04 - acc: 1.000 - ETA: 3s - loss: 2.9302e-04 - acc: 1.000 - ETA: 3s - loss: 2.8616e-04 - acc: 1.000 - ETA: 3s - loss: 2.7991e-04 - acc: 1.000 - ETA: 3s - loss: 2.7472e-04 - acc: 1.000 - ETA: 3s - loss: 2.6875e-04 - acc: 1.000 - ETA: 3s - loss: 2.6328e-04 - acc: 1.000 - ETA: 3s - loss: 2.5774e-04 - acc: 1.000 - ETA: 3s - loss: 2.5251e-04 - acc: 1.000 - ETA: 3s - loss: 2.4755e-04 - acc: 1.000 - ETA: 3s - loss: 2.4265e-04 - acc: 1.000 - ETA: 3s - loss: 2.3793e-04 - acc: 1.000 - ETA: 3s - loss: 2.3586e-04 - acc: 1.000 - ETA: 3s - loss: 2.3284e-04 - acc: 1.000 - ETA: 3s - loss: 2.3733e-04 - acc: 1.000 - ETA: 2s - loss: 2.3307e-04 - acc: 1.000 - ETA: 2s - loss: 2.2910e-04 - acc: 1.000 - ETA: 2s - loss: 0.0022 - acc: 0.9994 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - 6s 909us/step - loss: 0.0067 - acc: 0.9988 - val_loss: 1.2456 - val_acc: 0.8599 Epoch 00250: val_loss did not improve from 0.55729 Epoch 251/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.9394e-05 - acc: 1.000 - ETA: 5s - loss: 3.9497e-05 - acc: 1.000 - ETA: 5s - loss: 5.6338e-04 - acc: 1.000 - ETA: 5s - loss: 4.2884e-04 - acc: 1.000 - ETA: 5s - loss: 3.8937e-04 - acc: 1.000 - ETA: 5s - loss: 3.1773e-04 - acc: 1.000 - ETA: 5s - loss: 2.8930e-04 - acc: 1.000 - ETA: 5s - loss: 3.1871e-04 - acc: 1.000 - ETA: 5s - loss: 3.8426e-04 - acc: 1.000 - ETA: 5s - loss: 3.4385e-04 - acc: 1.000 - ETA: 5s - loss: 3.1657e-04 - acc: 1.000 - ETA: 5s - loss: 2.9037e-04 - acc: 1.000 - ETA: 5s - loss: 2.8079e-04 - acc: 1.000 - ETA: 5s - loss: 2.6078e-04 - acc: 1.000 - ETA: 5s - loss: 2.4489e-04 - acc: 1.000 - ETA: 5s - loss: 2.2902e-04 - acc: 1.000 - ETA: 5s - loss: 3.2619e-04 - acc: 1.000 - ETA: 4s - loss: 0.0241 - acc: 0.9981 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0178 - acc: 0.997 - ETA: 0s - loss: 0.0204 - acc: 0.997 - ETA: 0s - loss: 0.0201 - acc: 0.997 - ETA: 0s - loss: 0.0198 - acc: 0.997 - ETA: 0s - loss: 0.0196 - acc: 0.997 - ETA: 0s - loss: 0.0193 - acc: 0.997 - ETA: 0s - loss: 0.0191 - acc: 0.997 - ETA: 0s - loss: 0.0188 - acc: 0.997 - ETA: 0s - loss: 0.0186 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - 6s 859us/step - loss: 0.0173 - acc: 0.9981 - val_loss: 1.2792 - val_acc: 0.8611 Epoch 00251: val_loss did not improve from 0.55729 Epoch 252/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3379e-07 - acc: 1.000 - ETA: 4s - loss: 2.1506e-06 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9944 - ETA: 4s - loss: 0.0243 - acc: 0.991 - ETA: 4s - loss: 0.0195 - acc: 0.993 - ETA: 4s - loss: 0.0161 - acc: 0.995 - ETA: 4s - loss: 0.0134 - acc: 0.995 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0101 - acc: 0.996 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0048 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - 5s 790us/step - loss: 0.0048 - acc: 0.9988 - val_loss: 1.2653 - val_acc: 0.8527 Epoch 00252: val_loss did not improve from 0.55729 Epoch 253/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3513e-06 - acc: 1.000 - ETA: 5s - loss: 1.3527e-04 - acc: 1.000 - ETA: 5s - loss: 8.8080e-05 - acc: 1.000 - ETA: 4s - loss: 6.6019e-05 - acc: 1.000 - ETA: 4s - loss: 0.0245 - acc: 0.9967 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - 5s 794us/step - loss: 0.0079 - acc: 0.9988 - val_loss: 1.2600 - val_acc: 0.8491 Epoch 00253: val_loss did not improve from 0.55729 Epoch 254/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.3705e-06 - acc: 1.000 - ETA: 5s - loss: 0.0546 - acc: 0.9900 - ETA: 5s - loss: 0.0304 - acc: 0.994 - ETA: 5s - loss: 0.0229 - acc: 0.995 - ETA: 4s - loss: 0.0172 - acc: 0.996 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - 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acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 1s - loss: 0.0103 - acc: 0.997 - ETA: 1s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0098 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 5s 817us/step - loss: 0.0083 - acc: 0.9982 - val_loss: 1.2539 - val_acc: 0.8611 Epoch 00254: val_loss did not improve from 0.55729 Epoch 255/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9312e-06 - acc: 1.000 - ETA: 5s - loss: 2.1222e-05 - acc: 1.000 - ETA: 5s - loss: 0.0216 - acc: 0.9929 - ETA: 5s - loss: 0.0138 - acc: 0.995 - ETA: 5s - loss: 0.0109 - acc: 0.996 - ETA: 5s - loss: 0.0089 - acc: 0.997 - ETA: 5s - loss: 0.0078 - acc: 0.997 - ETA: 5s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - 5s 803us/step - loss: 0.0064 - acc: 0.9984 - val_loss: 1.3107 - val_acc: 0.8503 Epoch 00255: val_loss did not improve from 0.55729 Epoch 256/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.7538e-04 - acc: 1.000 - ETA: 5s - loss: 1.1610e-04 - acc: 1.000 - ETA: 5s - loss: 2.4251e-04 - acc: 1.000 - ETA: 5s - loss: 2.0746e-04 - acc: 1.000 - ETA: 4s - loss: 2.5072e-04 - acc: 1.000 - ETA: 4s - loss: 2.0610e-04 - acc: 1.000 - ETA: 4s - loss: 1.7999e-04 - acc: 1.000 - ETA: 4s - loss: 1.6015e-04 - acc: 1.000 - ETA: 4s - loss: 1.4439e-04 - acc: 1.000 - ETA: 4s - loss: 1.2758e-04 - acc: 1.000 - ETA: 4s - loss: 1.2251e-04 - acc: 1.000 - ETA: 4s - loss: 1.1187e-04 - acc: 1.000 - ETA: 4s - loss: 1.0553e-04 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9990 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.8560e-04 - acc: 0.999 - ETA: 0s - loss: 9.7515e-04 - acc: 0.999 - ETA: 0s - loss: 9.6099e-04 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.9996 - ETA: 0s - loss: 0.0024 - acc: 0.999 - ETA: 0s - loss: 0.0024 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 801us/step - loss: 0.0088 - acc: 0.9988 - val_loss: 1.2342 - val_acc: 0.8575 Epoch 00256: val_loss did not improve from 0.55729 Epoch 257/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4039e-04 - acc: 1.000 - ETA: 5s - loss: 1.3021e-04 - acc: 1.000 - ETA: 5s - loss: 8.5175e-05 - acc: 1.000 - ETA: 5s - loss: 3.9219e-04 - acc: 1.000 - ETA: 4s - loss: 2.8856e-04 - acc: 1.000 - ETA: 4s - loss: 2.6565e-04 - acc: 1.000 - ETA: 4s - loss: 2.2065e-04 - acc: 1.000 - ETA: 4s - loss: 1.9936e-04 - acc: 1.000 - ETA: 4s - loss: 1.7914e-04 - acc: 1.000 - ETA: 4s - loss: 1.5872e-04 - acc: 1.000 - ETA: 4s - loss: 0.0182 - acc: 0.9986 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - 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acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 791us/step - loss: 0.0133 - acc: 0.9982 - val_loss: 1.2503 - val_acc: 0.8503 Epoch 00257: val_loss did not improve from 0.55729 Epoch 258/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.5496e-04 - acc: 1.000 - ETA: 5s - loss: 0.0062 - acc: 0.9937 - ETA: 4s - loss: 0.0042 - acc: 0.995 - ETA: 4s - loss: 0.0031 - acc: 0.996 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.996 - ETA: 2s - loss: 0.0168 - acc: 0.996 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.996 - ETA: 2s - loss: 0.0226 - acc: 0.996 - ETA: 2s - loss: 0.0220 - acc: 0.996 - ETA: 2s - loss: 0.0215 - acc: 0.996 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0207 - acc: 0.996 - ETA: 2s - loss: 0.0202 - acc: 0.996 - ETA: 2s - loss: 0.0198 - acc: 0.996 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.996 - ETA: 2s - loss: 0.0204 - acc: 0.996 - ETA: 1s - loss: 0.0200 - acc: 0.996 - ETA: 1s - loss: 0.0196 - acc: 0.996 - ETA: 1s - loss: 0.0194 - acc: 0.996 - ETA: 1s - loss: 0.0190 - acc: 0.997 - ETA: 1s - loss: 0.0187 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - 5s 794us/step - loss: 0.0136 - acc: 0.9979 - val_loss: 1.2907 - val_acc: 0.8443 Epoch 00258: val_loss did not improve from 0.55729 Epoch 259/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.7082e-05 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 1.0000 - ETA: 4s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.995 - ETA: 4s - loss: 0.0226 - acc: 0.995 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0178 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0199 - acc: 0.997 - ETA: 1s - loss: 0.0196 - acc: 0.997 - ETA: 1s - loss: 0.0192 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0187 - acc: 0.997 - ETA: 1s - loss: 0.0184 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0174 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 792us/step - loss: 0.0143 - acc: 0.9982 - val_loss: 1.2840 - val_acc: 0.8503 Epoch 00259: val_loss did not improve from 0.55729 Epoch 260/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 4.3513e-05 - acc: 1.000 - ETA: 4s - loss: 0.0222 - acc: 0.9944 - ETA: 4s - loss: 0.0166 - acc: 0.995 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 793us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.2334 - val_acc: 0.8551 Epoch 00260: val_loss did not improve from 0.55729 Epoch 261/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0329e-05 - acc: 1.000 - ETA: 5s - loss: 5.0064e-05 - acc: 1.000 - ETA: 5s - loss: 3.8936e-05 - acc: 1.000 - ETA: 4s - loss: 2.7915e-05 - acc: 1.000 - ETA: 4s - loss: 3.7111e-05 - acc: 1.000 - ETA: 4s - loss: 3.7473e-05 - acc: 1.000 - ETA: 4s - loss: 5.8487e-05 - acc: 1.000 - ETA: 4s - loss: 5.2120e-05 - acc: 1.000 - ETA: 4s - loss: 0.0102 - acc: 0.9984 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.997 - ETA: 0s - loss: 0.0106 - acc: 0.997 - ETA: 0s - loss: 0.0105 - acc: 0.997 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.997 - ETA: 0s - loss: 0.0102 - acc: 0.997 - ETA: 0s - loss: 0.0101 - acc: 0.997 - ETA: 0s - loss: 0.0100 - acc: 0.997 - ETA: 0s - loss: 0.0099 - acc: 0.997 - ETA: 0s - loss: 0.0098 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 792us/step - loss: 0.0106 - acc: 0.9979 - val_loss: 1.3527 - val_acc: 0.8347 Epoch 00261: val_loss did not improve from 0.55729 Epoch 262/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0059 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 7.9166e-04 - acc: 1.000 - ETA: 4s - loss: 7.3705e-04 - acc: 1.000 - ETA: 4s - loss: 8.9238e-04 - acc: 1.000 - ETA: 4s - loss: 7.1527e-04 - acc: 1.000 - ETA: 4s - loss: 6.2572e-04 - acc: 1.000 - ETA: 4s - loss: 5.3632e-04 - acc: 1.000 - ETA: 4s - loss: 4.6754e-04 - acc: 1.000 - ETA: 4s - loss: 4.2805e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9987 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 798us/step - loss: 0.0115 - acc: 0.9985 - val_loss: 1.3040 - val_acc: 0.8479 Epoch 00262: val_loss did not improve from 0.55729 Epoch 263/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.9283e-04 - acc: 1.000 - ETA: 5s - loss: 1.3652e-04 - acc: 1.000 - ETA: 5s - loss: 7.8202e-05 - acc: 1.000 - ETA: 5s - loss: 5.8832e-05 - acc: 1.000 - ETA: 4s - loss: 5.6249e-05 - acc: 1.000 - ETA: 4s - loss: 1.4230e-04 - acc: 1.000 - ETA: 4s - loss: 1.3259e-04 - acc: 1.000 - ETA: 4s - loss: 1.4390e-04 - acc: 1.000 - ETA: 4s - loss: 1.2636e-04 - acc: 1.000 - ETA: 4s - loss: 1.1791e-04 - acc: 1.000 - ETA: 4s - loss: 1.0845e-04 - acc: 1.000 - ETA: 4s - loss: 9.7966e-05 - acc: 1.000 - ETA: 4s - loss: 9.1465e-05 - acc: 1.000 - ETA: 4s - loss: 8.4740e-05 - acc: 1.000 - ETA: 4s - loss: 7.8424e-05 - acc: 1.000 - ETA: 4s - loss: 7.4608e-05 - acc: 1.000 - ETA: 4s - loss: 7.0900e-05 - acc: 1.000 - ETA: 4s - loss: 6.6426e-05 - acc: 1.000 - ETA: 4s - loss: 6.3838e-05 - acc: 1.000 - ETA: 4s - loss: 6.0225e-05 - acc: 1.000 - ETA: 4s - loss: 5.7009e-05 - acc: 1.000 - ETA: 4s - loss: 5.4851e-05 - acc: 1.000 - ETA: 3s - loss: 5.2262e-05 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 0.9994 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - 5s 799us/step - loss: 0.0094 - acc: 0.9981 - val_loss: 1.4095 - val_acc: 0.8395 Epoch 00263: val_loss did not improve from 0.55729 Epoch 264/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7583e-07 - acc: 1.000 - ETA: 5s - loss: 8.3585e-04 - acc: 1.000 - ETA: 5s - loss: 4.7553e-04 - acc: 1.000 - ETA: 4s - loss: 5.0475e-04 - acc: 1.000 - ETA: 4s - loss: 4.1189e-04 - acc: 1.000 - ETA: 4s - loss: 4.2124e-04 - acc: 1.000 - ETA: 4s - loss: 3.5290e-04 - acc: 1.000 - ETA: 4s - loss: 5.0460e-04 - acc: 1.000 - ETA: 4s - loss: 5.0515e-04 - acc: 1.000 - ETA: 4s - loss: 4.6376e-04 - acc: 1.000 - ETA: 4s - loss: 4.2915e-04 - acc: 1.000 - ETA: 4s - loss: 3.9385e-04 - acc: 1.000 - ETA: 4s - loss: 3.6856e-04 - acc: 1.000 - ETA: 4s - loss: 6.4894e-04 - acc: 1.000 - ETA: 4s - loss: 6.1229e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9438e-04 - acc: 0.999 - ETA: 3s - loss: 9.5460e-04 - acc: 0.999 - ETA: 3s - loss: 9.3012e-04 - acc: 0.999 - ETA: 3s - loss: 9.0357e-04 - acc: 0.999 - ETA: 3s - loss: 8.7115e-04 - acc: 0.999 - ETA: 3s - loss: 8.4035e-04 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.9991 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 794us/step - loss: 0.0083 - acc: 0.9987 - val_loss: 1.3806 - val_acc: 0.8503 Epoch 00264: val_loss did not improve from 0.55729 Epoch 265/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3615e-05 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.9900 - ETA: 5s - loss: 0.0149 - acc: 0.993 - ETA: 4s - loss: 0.0771 - acc: 0.991 - ETA: 4s - loss: 0.0578 - acc: 0.993 - ETA: 4s - loss: 0.0487 - acc: 0.994 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0356 - acc: 0.996 - ETA: 4s - loss: 0.0309 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 796us/step - loss: 0.0113 - acc: 0.9987 - val_loss: 1.2509 - val_acc: 0.8539 Epoch 00265: val_loss did not improve from 0.55729 Epoch 266/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.8955e-06 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.996 - ETA: 4s - loss: 0.0138 - acc: 0.996 - ETA: 4s - loss: 0.0128 - acc: 0.996 - ETA: 4s - loss: 0.0120 - acc: 0.996 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.996 - ETA: 3s - loss: 0.0202 - acc: 0.996 - ETA: 3s - loss: 0.0197 - acc: 0.996 - ETA: 3s - loss: 0.0195 - acc: 0.996 - ETA: 3s - loss: 0.0186 - acc: 0.996 - ETA: 3s - loss: 0.0178 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0166 - acc: 0.996 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0114 - acc: 0.997 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 791us/step - loss: 0.0105 - acc: 0.9984 - val_loss: 1.2851 - val_acc: 0.8623 Epoch 00266: val_loss did not improve from 0.55729 Epoch 267/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 7.7189e-07 - acc: 1.000 - ETA: 5s - loss: 4.7929e-06 - acc: 1.000 - ETA: 4s - loss: 4.2782e-06 - acc: 1.000 - ETA: 4s - loss: 2.7347e-04 - acc: 1.000 - ETA: 4s - loss: 2.1833e-04 - acc: 1.000 - ETA: 4s - loss: 1.9406e-04 - acc: 1.000 - ETA: 4s - loss: 1.6778e-04 - acc: 1.000 - ETA: 4s - loss: 1.4548e-04 - acc: 1.000 - ETA: 4s - loss: 2.5059e-04 - acc: 1.000 - ETA: 4s - loss: 2.2363e-04 - acc: 1.000 - ETA: 4s - loss: 2.0197e-04 - acc: 1.000 - ETA: 4s - loss: 1.8425e-04 - acc: 1.000 - ETA: 4s - loss: 1.7057e-04 - acc: 1.000 - ETA: 4s - loss: 1.5901e-04 - acc: 1.000 - ETA: 4s - loss: 1.4807e-04 - acc: 1.000 - ETA: 4s - loss: 1.4144e-04 - acc: 1.000 - ETA: 4s - loss: 1.3293e-04 - acc: 1.000 - ETA: 4s - loss: 1.2548e-04 - acc: 1.000 - ETA: 4s - loss: 1.2039e-04 - acc: 1.000 - ETA: 4s - loss: 1.1572e-04 - acc: 1.000 - ETA: 3s - loss: 1.1029e-04 - acc: 1.000 - ETA: 3s - loss: 1.0493e-04 - acc: 1.000 - ETA: 3s - loss: 1.0125e-04 - acc: 1.000 - ETA: 3s - loss: 9.6710e-05 - acc: 1.000 - ETA: 3s - loss: 9.2592e-05 - acc: 1.000 - ETA: 3s - loss: 8.9715e-05 - acc: 1.000 - ETA: 3s - loss: 8.6187e-05 - acc: 1.000 - ETA: 3s - loss: 8.2891e-05 - acc: 1.000 - ETA: 3s - loss: 8.3393e-05 - acc: 1.000 - ETA: 3s - loss: 8.1139e-05 - acc: 1.000 - ETA: 3s - loss: 8.1126e-05 - acc: 1.000 - ETA: 3s - loss: 1.7189e-04 - acc: 1.000 - ETA: 3s - loss: 1.6634e-04 - acc: 1.000 - ETA: 3s - loss: 1.6180e-04 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 0.9996 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 794us/step - loss: 0.0105 - acc: 0.9985 - val_loss: 1.2821 - val_acc: 0.8551 Epoch 00267: val_loss did not improve from 0.55729 Epoch 268/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.6981e-04 - acc: 1.000 - ETA: 5s - loss: 1.3799e-04 - acc: 1.000 - ETA: 5s - loss: 1.1872e-04 - acc: 1.000 - ETA: 4s - loss: 8.3000e-05 - acc: 1.000 - ETA: 4s - loss: 6.7584e-05 - acc: 1.000 - ETA: 4s - loss: 5.7658e-05 - acc: 1.000 - ETA: 4s - loss: 4.8218e-05 - acc: 1.000 - ETA: 4s - loss: 4.2701e-05 - acc: 1.000 - ETA: 4s - loss: 3.8986e-05 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 0.9986 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 792us/step - loss: 0.0113 - acc: 0.9985 - val_loss: 1.3900 - val_acc: 0.8479 Epoch 00268: val_loss did not improve from 0.55729 Epoch 269/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3942e-07 - acc: 1.000 - ETA: 4s - loss: 2.9791e-06 - acc: 1.000 - ETA: 5s - loss: 1.9968e-06 - acc: 1.000 - ETA: 4s - loss: 2.5788e-06 - acc: 1.000 - ETA: 4s - loss: 7.2372e-06 - acc: 1.000 - ETA: 4s - loss: 5.9567e-06 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9978 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0193 - acc: 0.996 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.996 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 791us/step - loss: 0.0135 - acc: 0.9984 - val_loss: 1.2432 - val_acc: 0.8527 Epoch 00269: val_loss did not improve from 0.55729 Epoch 270/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.1691e-07 - acc: 1.000 - ETA: 5s - loss: 8.8615e-04 - acc: 1.000 - ETA: 4s - loss: 5.9243e-04 - acc: 1.000 - ETA: 4s - loss: 4.7421e-04 - acc: 1.000 - ETA: 4s - loss: 4.0231e-04 - acc: 1.000 - ETA: 4s - loss: 3.3852e-04 - acc: 1.000 - ETA: 4s - loss: 3.1221e-04 - acc: 1.000 - ETA: 4s - loss: 2.8248e-04 - acc: 1.000 - ETA: 4s - loss: 2.7734e-04 - acc: 1.000 - ETA: 4s - loss: 2.6280e-04 - acc: 1.000 - ETA: 4s - loss: 2.4473e-04 - acc: 1.000 - ETA: 4s - loss: 2.2400e-04 - acc: 1.000 - ETA: 4s - loss: 2.0617e-04 - acc: 1.000 - ETA: 4s - loss: 2.0441e-04 - acc: 1.000 - ETA: 4s - loss: 1.9038e-04 - acc: 1.000 - ETA: 4s - loss: 1.8426e-04 - acc: 1.000 - ETA: 4s - loss: 1.7300e-04 - acc: 1.000 - ETA: 4s - loss: 1.6333e-04 - acc: 1.000 - ETA: 4s - loss: 1.5679e-04 - acc: 1.000 - ETA: 3s - loss: 1.5065e-04 - acc: 1.000 - ETA: 3s - loss: 1.4499e-04 - acc: 1.000 - ETA: 3s - loss: 1.3820e-04 - acc: 1.000 - ETA: 3s - loss: 1.3239e-04 - acc: 1.000 - ETA: 3s - loss: 1.2835e-04 - acc: 1.000 - ETA: 3s - loss: 1.2338e-04 - acc: 1.000 - ETA: 3s - loss: 1.2153e-04 - acc: 1.000 - ETA: 3s - loss: 1.1726e-04 - acc: 1.000 - ETA: 3s - loss: 1.1285e-04 - acc: 1.000 - ETA: 3s - loss: 1.0987e-04 - acc: 1.000 - ETA: 3s - loss: 1.0625e-04 - acc: 1.000 - ETA: 3s - loss: 1.0289e-04 - acc: 1.000 - ETA: 3s - loss: 1.0356e-04 - acc: 1.000 - ETA: 3s - loss: 1.0123e-04 - acc: 1.000 - ETA: 3s - loss: 9.8117e-05 - acc: 1.000 - ETA: 3s - loss: 9.5934e-05 - acc: 1.000 - ETA: 3s - loss: 9.3168e-05 - acc: 1.000 - ETA: 2s - loss: 9.0632e-05 - acc: 1.000 - ETA: 2s - loss: 8.8197e-05 - acc: 1.000 - ETA: 2s - loss: 8.6400e-05 - acc: 1.000 - ETA: 2s - loss: 8.4123e-05 - acc: 1.000 - ETA: 2s - loss: 8.2276e-05 - acc: 1.000 - ETA: 2s - loss: 8.0238e-05 - acc: 1.000 - ETA: 2s - loss: 7.8277e-05 - acc: 1.000 - ETA: 2s - loss: 7.7062e-05 - acc: 1.000 - ETA: 2s - loss: 7.5399e-05 - acc: 1.000 - ETA: 2s - loss: 7.3684e-05 - acc: 1.000 - ETA: 2s - loss: 7.2066e-05 - acc: 1.000 - ETA: 2s - loss: 7.0492e-05 - acc: 1.000 - ETA: 2s - loss: 6.9544e-05 - acc: 1.000 - ETA: 2s - loss: 6.8170e-05 - acc: 1.000 - ETA: 2s - loss: 0.0035 - acc: 0.9997 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - 5s 793us/step - loss: 0.0079 - acc: 0.9990 - val_loss: 1.3652 - val_acc: 0.8383 Epoch 00270: val_loss did not improve from 0.55729 Epoch 271/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.1858e-06 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 1.0000 - ETA: 5s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8787e-04 - acc: 1.000 - ETA: 4s - loss: 9.3437e-04 - acc: 1.000 - ETA: 4s - loss: 8.9093e-04 - acc: 1.000 - ETA: 4s - loss: 8.3869e-04 - acc: 1.000 - ETA: 4s - loss: 8.0320e-04 - acc: 1.000 - ETA: 3s - loss: 7.7120e-04 - acc: 1.000 - ETA: 3s - loss: 9.7528e-04 - acc: 1.000 - ETA: 3s - loss: 9.6224e-04 - acc: 1.000 - ETA: 3s - loss: 0.0128 - acc: 0.9988 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 793us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.3939 - val_acc: 0.8371 Epoch 00271: val_loss did not improve from 0.55729 Epoch 272/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2560e-05 - acc: 1.000 - ETA: 4s - loss: 7.0808e-06 - acc: 1.000 - ETA: 4s - loss: 9.5888e-06 - acc: 1.000 - ETA: 4s - loss: 9.3593e-06 - acc: 1.000 - ETA: 4s - loss: 1.4660e-05 - acc: 1.000 - ETA: 4s - loss: 3.0084e-05 - acc: 1.000 - ETA: 4s - loss: 4.9969e-04 - acc: 1.000 - ETA: 4s - loss: 5.0001e-04 - acc: 1.000 - ETA: 4s - loss: 5.1903e-04 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9971 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.997 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - 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ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 791us/step - loss: 0.0128 - acc: 0.9982 - val_loss: 1.3190 - val_acc: 0.8431 Epoch 00272: val_loss did not improve from 0.55729 Epoch 273/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1981e-06 - acc: 1.000 - ETA: 4s - loss: 1.2415e-04 - acc: 1.000 - ETA: 4s - loss: 1.2740e-04 - acc: 1.000 - ETA: 4s - loss: 9.8471e-05 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9969 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - 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acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 792us/step - loss: 0.0095 - acc: 0.9985 - val_loss: 1.3510 - val_acc: 0.8455 Epoch 00273: val_loss did not improve from 0.55729 Epoch 274/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 3.3766e-04 - acc: 1.000 - ETA: 4s - loss: 1.8798e-04 - acc: 1.000 - ETA: 4s - loss: 1.6289e-04 - acc: 1.000 - ETA: 4s - loss: 1.9435e-04 - acc: 1.000 - ETA: 4s - loss: 1.7231e-04 - acc: 1.000 - ETA: 4s - loss: 1.4601e-04 - acc: 1.000 - ETA: 4s - loss: 1.2826e-04 - acc: 1.000 - ETA: 4s - loss: 1.1622e-04 - acc: 1.000 - ETA: 4s - loss: 1.0391e-04 - acc: 1.000 - ETA: 4s - loss: 9.4711e-05 - acc: 1.000 - ETA: 4s - loss: 9.2696e-05 - acc: 1.000 - ETA: 4s - loss: 8.6702e-05 - acc: 1.000 - ETA: 4s - loss: 8.3131e-05 - acc: 1.000 - ETA: 4s - loss: 4.9492e-04 - acc: 1.000 - ETA: 4s - loss: 4.6498e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9992 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7843e-04 - acc: 0.999 - ETA: 3s - loss: 9.3745e-04 - acc: 0.999 - ETA: 3s - loss: 8.9953e-04 - acc: 0.999 - ETA: 3s - loss: 8.6452e-04 - acc: 0.999 - ETA: 3s - loss: 8.3228e-04 - acc: 0.999 - ETA: 3s - loss: 9.4766e-04 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.9991 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 793us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.3473 - val_acc: 0.8467 Epoch 00274: val_loss did not improve from 0.55729 Epoch 275/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.9935e-07 - acc: 1.000 - ETA: 5s - loss: 1.0745e-05 - acc: 1.000 - ETA: 5s - loss: 9.2720e-06 - acc: 1.000 - ETA: 4s - loss: 6.5615e-06 - acc: 1.000 - ETA: 4s - loss: 5.4910e-06 - acc: 1.000 - ETA: 4s - loss: 8.7855e-06 - acc: 1.000 - ETA: 4s - loss: 7.3547e-06 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0105 - 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acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - 6s 855us/step - loss: 0.0080 - acc: 0.9984 - val_loss: 1.3753 - val_acc: 0.8383 Epoch 00275: val_loss did not improve from 0.55729 Epoch 276/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3498e-06 - acc: 1.000 - ETA: 5s - loss: 2.7049e-04 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 1.0000 - ETA: 5s - loss: 0.0042 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9320e-04 - acc: 0.999 - ETA: 2s - loss: 9.6637e-04 - acc: 0.999 - ETA: 2s - loss: 9.4097e-04 - acc: 0.999 - ETA: 2s - loss: 9.1686e-04 - acc: 0.999 - ETA: 2s - loss: 8.9957e-04 - acc: 0.999 - ETA: 2s - loss: 8.7751e-04 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.9994 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 792us/step - loss: 0.0105 - acc: 0.9984 - val_loss: 1.3941 - val_acc: 0.8443 Epoch 00276: val_loss did not improve from 0.55729 Epoch 277/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4933e-05 - acc: 1.000 - ETA: 5s - loss: 2.1600e-05 - acc: 1.000 - ETA: 5s - loss: 2.4804e-05 - acc: 1.000 - ETA: 4s - loss: 2.1090e-05 - acc: 1.000 - ETA: 4s - loss: 2.1287e-05 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9975 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0380 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 789us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.3212 - val_acc: 0.8527 Epoch 00277: val_loss did not improve from 0.55729 Epoch 278/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 8.0170e-07 - acc: 1.000 - ETA: 5s - loss: 8.7732e-07 - acc: 1.000 - ETA: 4s - loss: 1.2353e-06 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9969 - ETA: 4s - loss: 0.0100 - acc: 0.994 - ETA: 4s - loss: 0.0083 - acc: 0.995 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0063 - acc: 0.996 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 794us/step - loss: 0.0130 - acc: 0.9984 - val_loss: 1.3057 - val_acc: 0.8563 Epoch 00278: val_loss did not improve from 0.55729 Epoch 279/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.7137 - acc: 0.950 - ETA: 5s - loss: 0.1427 - acc: 0.990 - ETA: 5s - loss: 0.0893 - acc: 0.993 - ETA: 5s - loss: 0.0596 - acc: 0.995 - ETA: 4s - loss: 0.0447 - acc: 0.996 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 797us/step - loss: 0.0120 - acc: 0.9984 - val_loss: 1.2904 - val_acc: 0.8539 Epoch 00279: val_loss did not improve from 0.55729 Epoch 280/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.5070e-07 - acc: 1.000 - ETA: 5s - loss: 4.1059e-05 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.0000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6030e-04 - acc: 1.000 - ETA: 4s - loss: 8.7509e-04 - acc: 1.000 - ETA: 4s - loss: 8.1710e-04 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9990 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 791us/step - loss: 0.0104 - acc: 0.9985 - val_loss: 1.3385 - val_acc: 0.8491 Epoch 00280: val_loss did not improve from 0.55729 Epoch 281/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3644e-07 - acc: 1.000 - ETA: 5s - loss: 1.9920e-04 - acc: 1.000 - ETA: 4s - loss: 1.1516e-04 - acc: 1.000 - ETA: 4s - loss: 8.3723e-05 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9971 - ETA: 4s - loss: 0.0051 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - 5s 792us/step - loss: 0.0074 - acc: 0.9988 - val_loss: 1.2584 - val_acc: 0.8407 Epoch 00281: val_loss did not improve from 0.55729 Epoch 282/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1800e-05 - acc: 1.000 - ETA: 4s - loss: 1.0627e-05 - acc: 1.000 - ETA: 4s - loss: 6.8817e-06 - acc: 1.000 - ETA: 4s - loss: 8.9539e-06 - acc: 1.000 - ETA: 4s - loss: 3.1118e-05 - acc: 1.000 - ETA: 4s - loss: 2.5128e-05 - acc: 1.000 - ETA: 4s - loss: 2.1199e-05 - acc: 1.000 - ETA: 4s - loss: 3.1911e-05 - acc: 1.000 - ETA: 4s - loss: 3.4464e-05 - acc: 1.000 - ETA: 4s - loss: 3.2303e-05 - acc: 1.000 - ETA: 4s - loss: 2.9424e-05 - acc: 1.000 - ETA: 4s - loss: 2.8298e-05 - acc: 1.000 - ETA: 4s - loss: 3.3163e-05 - acc: 1.000 - ETA: 4s - loss: 3.2142e-05 - acc: 1.000 - ETA: 4s - loss: 4.9579e-04 - acc: 1.000 - ETA: 4s - loss: 4.6199e-04 - acc: 1.000 - ETA: 4s - loss: 4.3195e-04 - acc: 1.000 - ETA: 4s - loss: 4.0644e-04 - acc: 1.000 - ETA: 4s - loss: 3.9003e-04 - acc: 1.000 - ETA: 4s - loss: 3.7159e-04 - acc: 1.000 - ETA: 3s - loss: 3.5673e-04 - acc: 1.000 - ETA: 3s - loss: 3.3880e-04 - acc: 1.000 - ETA: 3s - loss: 3.2260e-04 - acc: 1.000 - ETA: 3s - loss: 3.1138e-04 - acc: 1.000 - ETA: 3s - loss: 2.9755e-04 - acc: 1.000 - ETA: 3s - loss: 3.8918e-04 - acc: 1.000 - ETA: 3s - loss: 3.7813e-04 - acc: 1.000 - ETA: 3s - loss: 3.6360e-04 - acc: 1.000 - ETA: 3s - loss: 3.5314e-04 - acc: 1.000 - ETA: 3s - loss: 3.4615e-04 - acc: 1.000 - ETA: 3s - loss: 3.3789e-04 - acc: 1.000 - ETA: 3s - loss: 3.2624e-04 - acc: 1.000 - ETA: 3s - loss: 3.1772e-04 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 0.9996 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 838us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.3293 - val_acc: 0.8443 Epoch 00282: val_loss did not improve from 0.55729 Epoch 283/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.4552e-06 - acc: 1.000 - ETA: 5s - loss: 4.1568e-06 - acc: 1.000 - ETA: 5s - loss: 2.3340e-06 - acc: 1.000 - ETA: 5s - loss: 1.8153e-06 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9967 - ETA: 5s - loss: 0.0126 - acc: 0.994 - ETA: 4s - loss: 0.0103 - acc: 0.995 - ETA: 4s - loss: 0.0088 - acc: 0.996 - ETA: 4s - loss: 0.0138 - acc: 0.994 - ETA: 4s - loss: 0.0150 - acc: 0.993 - ETA: 4s - loss: 0.0138 - acc: 0.994 - ETA: 4s - loss: 0.0189 - acc: 0.993 - ETA: 4s - loss: 0.0172 - acc: 0.994 - ETA: 4s - loss: 0.0161 - acc: 0.994 - ETA: 4s - loss: 0.0153 - acc: 0.994 - ETA: 4s - loss: 0.0305 - acc: 0.994 - ETA: 4s - loss: 0.0283 - acc: 0.994 - ETA: 4s - loss: 0.0406 - acc: 0.994 - ETA: 4s - loss: 0.0381 - acc: 0.994 - ETA: 4s - loss: 0.0358 - acc: 0.994 - ETA: 4s - loss: 0.0343 - acc: 0.995 - ETA: 4s - loss: 0.0337 - acc: 0.994 - ETA: 4s - loss: 0.0324 - acc: 0.994 - ETA: 4s - loss: 0.0308 - acc: 0.995 - ETA: 3s - loss: 0.0297 - acc: 0.995 - ETA: 3s - loss: 0.0287 - acc: 0.995 - ETA: 3s - loss: 0.0274 - acc: 0.995 - ETA: 3s - loss: 0.0266 - acc: 0.995 - ETA: 3s - loss: 0.0257 - acc: 0.995 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0270 - acc: 0.995 - ETA: 3s - loss: 0.0262 - acc: 0.995 - ETA: 3s - loss: 0.0255 - acc: 0.995 - ETA: 3s - loss: 0.0248 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.996 - ETA: 3s - loss: 0.0302 - acc: 0.995 - ETA: 3s - loss: 0.0303 - acc: 0.995 - ETA: 3s - loss: 0.0298 - acc: 0.995 - ETA: 3s - loss: 0.0289 - acc: 0.995 - ETA: 3s - loss: 0.0282 - acc: 0.995 - ETA: 3s - loss: 0.0274 - acc: 0.996 - ETA: 3s - loss: 0.0268 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 2s - loss: 0.0257 - acc: 0.996 - ETA: 2s - loss: 0.0259 - acc: 0.996 - ETA: 2s - loss: 0.0252 - acc: 0.996 - ETA: 2s - loss: 0.0246 - acc: 0.996 - ETA: 2s - loss: 0.0248 - acc: 0.996 - ETA: 2s - loss: 0.0276 - acc: 0.995 - ETA: 2s - loss: 0.0271 - acc: 0.995 - ETA: 2s - loss: 0.0266 - acc: 0.995 - ETA: 2s - loss: 0.0260 - acc: 0.996 - ETA: 2s - loss: 0.0256 - acc: 0.996 - ETA: 2s - loss: 0.0250 - acc: 0.996 - ETA: 2s - loss: 0.0245 - acc: 0.996 - ETA: 2s - loss: 0.0241 - acc: 0.996 - ETA: 2s - loss: 0.0236 - acc: 0.996 - 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acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - 6s 846us/step - loss: 0.0081 - acc: 0.9990 - val_loss: 1.3179 - val_acc: 0.8563 Epoch 00284: val_loss did not improve from 0.55729 Epoch 285/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.2154e-07 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 6s 827us/step - loss: 0.0141 - acc: 0.9981 - val_loss: 1.3896 - val_acc: 0.8419 Epoch 00285: val_loss did not improve from 0.55729 Epoch 286/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.7568e-06 - acc: 1.000 - ETA: 4s - loss: 5.7379e-06 - acc: 1.000 - ETA: 5s - loss: 7.5440e-06 - acc: 1.000 - ETA: 4s - loss: 1.4533e-04 - acc: 1.000 - ETA: 4s - loss: 1.1186e-04 - acc: 1.000 - ETA: 4s - loss: 6.3041e-04 - acc: 1.000 - ETA: 4s - loss: 6.4711e-04 - acc: 1.000 - ETA: 4s - loss: 5.5145e-04 - acc: 1.000 - ETA: 4s - loss: 6.7430e-04 - acc: 1.000 - ETA: 4s - loss: 6.1329e-04 - acc: 1.000 - ETA: 4s - loss: 5.4901e-04 - acc: 1.000 - ETA: 4s - loss: 4.9710e-04 - acc: 1.000 - ETA: 4s - loss: 7.2298e-04 - acc: 1.000 - ETA: 4s - loss: 6.6524e-04 - acc: 1.000 - ETA: 4s - loss: 6.1996e-04 - acc: 1.000 - ETA: 4s - loss: 5.7805e-04 - acc: 1.000 - ETA: 4s - loss: 5.4147e-04 - acc: 1.000 - ETA: 4s - loss: 5.1811e-04 - acc: 1.000 - ETA: 4s - loss: 4.8799e-04 - acc: 1.000 - ETA: 4s - loss: 4.6136e-04 - acc: 1.000 - ETA: 3s - loss: 4.4952e-04 - acc: 1.000 - ETA: 3s - loss: 4.3427e-04 - acc: 1.000 - ETA: 3s - loss: 4.1363e-04 - acc: 1.000 - ETA: 3s - loss: 3.9465e-04 - acc: 1.000 - 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acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 797us/step - loss: 0.0088 - acc: 0.9988 - val_loss: 1.2735 - val_acc: 0.8575 Epoch 00286: val_loss did not improve from 0.55729 Epoch 287/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.7023e-04 - acc: 1.000 - ETA: 5s - loss: 3.7929e-04 - acc: 1.000 - ETA: 5s - loss: 2.0088e-04 - acc: 1.000 - ETA: 4s - loss: 1.4044e-04 - acc: 1.000 - ETA: 4s - loss: 1.1310e-04 - acc: 1.000 - ETA: 4s - loss: 0.0289 - acc: 0.9974 - ETA: 4s - loss: 0.0239 - 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acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.997 - ETA: 0s - loss: 0.0185 - acc: 0.997 - ETA: 0s - loss: 0.0183 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - 5s 798us/step - loss: 0.0173 - acc: 0.9978 - val_loss: 1.2944 - val_acc: 0.8563 Epoch 00287: val_loss did not improve from 0.55729 Epoch 288/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4826e-05 - acc: 1.000 - ETA: 5s - loss: 7.3117e-05 - acc: 1.000 - ETA: 5s - loss: 4.3911e-05 - acc: 1.000 - ETA: 5s - loss: 4.1157e-05 - acc: 1.000 - ETA: 4s - loss: 3.1224e-05 - acc: 1.000 - ETA: 4s - loss: 4.9255e-05 - acc: 1.000 - ETA: 4s - loss: 1.4817e-04 - acc: 1.000 - ETA: 4s - loss: 1.2944e-04 - acc: 1.000 - ETA: 4s - loss: 1.1673e-04 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9985 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - 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acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - 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loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 6s 824us/step - loss: 0.0097 - acc: 0.9987 - val_loss: 1.3498 - val_acc: 0.8491 Epoch 00289: val_loss did not improve from 0.55729 Epoch 290/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5825e-04 - acc: 1.000 - ETA: 5s - loss: 7.0207e-05 - acc: 1.000 - ETA: 5s - loss: 0.1152 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0425 - acc: 0.997 - ETA: 5s - loss: 0.0367 - acc: 0.997 - ETA: 5s - loss: 0.0323 - acc: 0.998 - ETA: 5s - loss: 0.0329 - acc: 0.996 - ETA: 5s - loss: 0.0316 - acc: 0.995 - ETA: 4s - loss: 0.0288 - acc: 0.995 - ETA: 4s - loss: 0.0265 - acc: 0.995 - ETA: 4s - loss: 0.0245 - acc: 0.996 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0200 - acc: 0.996 - ETA: 4s - loss: 0.0243 - acc: 0.996 - ETA: 4s - loss: 0.0230 - acc: 0.996 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.996 - 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acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 846us/step - loss: 0.0100 - acc: 0.9985 - val_loss: 1.3168 - val_acc: 0.8575 Epoch 00290: val_loss did not improve from 0.55729 Epoch 291/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9281e-06 - acc: 1.000 - ETA: 5s - loss: 2.0162e-06 - acc: 1.000 - ETA: 5s - loss: 0.0037 - acc: 1.0000 - ETA: 5s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - 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ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - 5s 805us/step - loss: 0.0078 - acc: 0.9984 - val_loss: 1.4206 - val_acc: 0.8371 Epoch 00291: val_loss did not improve from 0.55729 Epoch 292/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4068e-05 - acc: 1.000 - ETA: 5s - loss: 0.1216 - acc: 0.9900 - ETA: 5s - loss: 0.0761 - acc: 0.993 - ETA: 5s - loss: 0.0553 - acc: 0.995 - ETA: 5s - loss: 0.0406 - acc: 0.996 - ETA: 5s - loss: 0.0338 - acc: 0.997 - ETA: 5s - loss: 0.0290 - acc: 0.997 - ETA: 5s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - 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acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - 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ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 4s - loss: 6.3646e-04 - acc: 1.000 - ETA: 4s - loss: 3.5771e-04 - acc: 1.000 - ETA: 4s - loss: 2.6845e-04 - acc: 1.000 - ETA: 4s - loss: 2.0391e-04 - acc: 1.000 - ETA: 4s - loss: 1.6500e-04 - acc: 1.000 - ETA: 4s - loss: 2.0635e-04 - acc: 1.000 - ETA: 4s - loss: 1.8379e-04 - acc: 1.000 - ETA: 4s - loss: 1.6602e-04 - acc: 1.000 - ETA: 4s - loss: 1.4923e-04 - acc: 1.000 - ETA: 4s - loss: 1.3411e-04 - acc: 1.000 - ETA: 4s - loss: 1.2456e-04 - acc: 1.000 - ETA: 4s - loss: 1.1434e-04 - acc: 1.000 - ETA: 4s - loss: 1.0865e-04 - acc: 1.000 - ETA: 4s - loss: 1.0272e-04 - acc: 1.000 - ETA: 4s - loss: 9.5645e-05 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9984 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 794us/step - loss: 0.0128 - acc: 0.9982 - val_loss: 1.2411 - val_acc: 0.8587 Epoch 00293: val_loss did not improve from 0.55729 Epoch 294/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4751e-05 - acc: 1.000 - ETA: 4s - loss: 1.4292e-05 - acc: 1.000 - ETA: 5s - loss: 9.4314e-06 - acc: 1.000 - ETA: 4s - loss: 1.1180e-04 - acc: 1.000 - ETA: 4s - loss: 1.5754e-04 - acc: 1.000 - ETA: 4s - loss: 1.2459e-04 - acc: 1.000 - ETA: 4s - loss: 1.0826e-04 - acc: 1.000 - ETA: 4s - loss: 9.2008e-05 - acc: 1.000 - ETA: 4s - loss: 8.2594e-05 - acc: 1.000 - ETA: 4s - loss: 7.3341e-05 - acc: 1.000 - ETA: 4s - loss: 6.7473e-05 - acc: 1.000 - ETA: 4s - loss: 6.1105e-05 - acc: 1.000 - ETA: 4s - loss: 5.6995e-05 - acc: 1.000 - ETA: 4s - loss: 6.4289e-05 - acc: 1.000 - ETA: 4s - loss: 5.9601e-05 - acc: 1.000 - ETA: 4s - loss: 5.7921e-05 - acc: 1.000 - ETA: 4s - loss: 5.5008e-05 - acc: 1.000 - ETA: 4s - loss: 5.1474e-05 - acc: 1.000 - ETA: 4s - loss: 4.9113e-05 - acc: 1.000 - ETA: 4s - loss: 7.6303e-05 - acc: 1.000 - ETA: 4s - loss: 7.5594e-05 - acc: 1.000 - ETA: 4s - loss: 7.7708e-05 - acc: 1.000 - ETA: 3s - loss: 7.5925e-05 - acc: 1.000 - ETA: 3s - loss: 7.2374e-05 - acc: 1.000 - ETA: 3s - loss: 6.9884e-05 - acc: 1.000 - ETA: 3s - loss: 6.9386e-05 - acc: 1.000 - ETA: 3s - loss: 6.6524e-05 - acc: 1.000 - ETA: 3s - loss: 6.4494e-05 - acc: 1.000 - ETA: 3s - loss: 6.6007e-05 - acc: 1.000 - ETA: 3s - loss: 6.3731e-05 - acc: 1.000 - ETA: 3s - loss: 6.2036e-05 - acc: 1.000 - ETA: 3s - loss: 6.0234e-05 - acc: 1.000 - ETA: 3s - loss: 5.8693e-05 - acc: 1.000 - ETA: 3s - loss: 6.0650e-05 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 804us/step - loss: 0.0138 - acc: 0.9988 - val_loss: 1.2892 - val_acc: 0.8515 Epoch 00294: val_loss did not improve from 0.55729 Epoch 295/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4632e-06 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 5s 793us/step - loss: 0.0107 - acc: 0.9990 - val_loss: 1.3777 - val_acc: 0.8551 Epoch 00295: val_loss did not improve from 0.55729 Epoch 296/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7673e-06 - acc: 1.000 - ETA: 5s - loss: 2.3767e-04 - acc: 1.000 - ETA: 5s - loss: 1.5653e-04 - acc: 1.000 - ETA: 4s - loss: 1.5109e-04 - acc: 1.000 - ETA: 4s - loss: 1.1739e-04 - acc: 1.000 - ETA: 4s - loss: 1.0044e-04 - acc: 1.000 - ETA: 4s - loss: 1.7930e-04 - acc: 1.000 - ETA: 4s - loss: 1.5470e-04 - acc: 1.000 - ETA: 4s - loss: 2.4266e-04 - acc: 1.000 - ETA: 4s - loss: 2.2202e-04 - acc: 1.000 - ETA: 4s - loss: 2.0028e-04 - acc: 1.000 - ETA: 4s - loss: 2.7037e-04 - acc: 1.000 - ETA: 4s - loss: 2.6908e-04 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9990 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 794us/step - loss: 0.0098 - acc: 0.9990 - val_loss: 1.3080 - val_acc: 0.8623 Epoch 00296: val_loss did not improve from 0.55729 Epoch 297/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6871e-05 - acc: 1.000 - ETA: 5s - loss: 5.8330e-06 - acc: 1.000 - ETA: 5s - loss: 9.0175e-06 - acc: 1.000 - ETA: 4s - loss: 9.0544e-06 - acc: 1.000 - ETA: 4s - loss: 1.1199e-05 - acc: 1.000 - ETA: 4s - loss: 1.2180e-05 - acc: 1.000 - ETA: 4s - loss: 1.0962e-05 - acc: 1.000 - ETA: 4s - loss: 1.0126e-05 - acc: 1.000 - ETA: 4s - loss: 1.3356e-05 - acc: 1.000 - ETA: 4s - loss: 1.2228e-05 - acc: 1.000 - ETA: 4s - loss: 2.3099e-05 - acc: 1.000 - ETA: 4s - loss: 2.1151e-05 - acc: 1.000 - ETA: 4s - loss: 1.9684e-05 - acc: 1.000 - ETA: 4s - loss: 1.8505e-05 - acc: 1.000 - ETA: 4s - loss: 1.7332e-05 - acc: 1.000 - ETA: 4s - loss: 1.6483e-05 - acc: 1.000 - ETA: 4s - loss: 1.5704e-05 - acc: 1.000 - ETA: 4s - loss: 1.5561e-05 - acc: 1.000 - ETA: 4s - loss: 3.6232e-05 - acc: 1.000 - ETA: 4s - loss: 3.4829e-05 - acc: 1.000 - ETA: 3s - loss: 3.3727e-05 - acc: 1.000 - ETA: 3s - loss: 3.2105e-05 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9994 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - 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acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 792us/step - loss: 0.0090 - acc: 0.9988 - val_loss: 1.3089 - val_acc: 0.8575 Epoch 00297: val_loss did not improve from 0.55729 Epoch 298/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 8.2256e-07 - acc: 1.000 - ETA: 5s - loss: 0.0711 - acc: 0.9875 - ETA: 5s - loss: 0.0517 - acc: 0.990 - ETA: 4s - loss: 0.0381 - acc: 0.993 - ETA: 4s - loss: 0.0301 - acc: 0.994 - ETA: 4s - loss: 0.0248 - acc: 0.995 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.996 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0180 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 795us/step - loss: 0.0122 - acc: 0.9981 - val_loss: 1.3460 - val_acc: 0.8491 Epoch 00298: val_loss did not improve from 0.55729 Epoch 299/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9757e-06 - acc: 1.000 - ETA: 4s - loss: 5.0774e-04 - acc: 1.000 - ETA: 4s - loss: 2.8920e-04 - acc: 1.000 - ETA: 4s - loss: 2.0731e-04 - acc: 1.000 - ETA: 4s - loss: 1.6143e-04 - acc: 1.000 - ETA: 4s - loss: 1.3737e-04 - acc: 1.000 - ETA: 4s - loss: 4.5590e-04 - acc: 1.000 - ETA: 4s - loss: 4.0420e-04 - acc: 1.000 - ETA: 4s - loss: 3.5561e-04 - acc: 1.000 - ETA: 4s - loss: 3.3003e-04 - acc: 1.000 - ETA: 4s - loss: 3.3126e-04 - acc: 1.000 - ETA: 4s - loss: 5.8138e-04 - acc: 1.000 - ETA: 4s - loss: 7.6035e-04 - acc: 1.000 - ETA: 4s - loss: 7.1532e-04 - acc: 1.000 - ETA: 4s - loss: 6.6540e-04 - acc: 1.000 - ETA: 4s - loss: 6.2185e-04 - acc: 1.000 - ETA: 4s - loss: 6.0453e-04 - acc: 1.000 - ETA: 4s - loss: 6.0547e-04 - acc: 1.000 - ETA: 4s - loss: 5.7184e-04 - acc: 1.000 - ETA: 3s - loss: 5.4772e-04 - acc: 1.000 - ETA: 3s - loss: 5.2614e-04 - acc: 1.000 - ETA: 3s - loss: 7.4142e-04 - acc: 1.000 - ETA: 3s - loss: 7.1479e-04 - acc: 1.000 - ETA: 3s - loss: 6.8205e-04 - acc: 1.000 - ETA: 3s - loss: 6.5287e-04 - acc: 1.000 - ETA: 3s - loss: 6.2810e-04 - acc: 1.000 - ETA: 3s - loss: 6.0904e-04 - acc: 1.000 - ETA: 3s - loss: 5.8522e-04 - acc: 1.000 - ETA: 3s - loss: 5.6324e-04 - acc: 1.000 - ETA: 3s - loss: 5.4312e-04 - acc: 1.000 - ETA: 3s - loss: 5.2408e-04 - acc: 1.000 - ETA: 3s - loss: 5.1068e-04 - acc: 1.000 - ETA: 3s - loss: 4.9388e-04 - acc: 1.000 - ETA: 3s - loss: 4.7809e-04 - acc: 1.000 - ETA: 3s - loss: 4.6771e-04 - acc: 1.000 - ETA: 3s - loss: 4.5372e-04 - acc: 1.000 - ETA: 3s - loss: 4.4129e-04 - acc: 1.000 - ETA: 2s - loss: 4.3085e-04 - acc: 1.000 - ETA: 2s - loss: 4.1892e-04 - acc: 1.000 - ETA: 2s - loss: 4.1041e-04 - acc: 1.000 - ETA: 2s - loss: 3.9971e-04 - acc: 1.000 - ETA: 2s - loss: 3.8944e-04 - acc: 1.000 - ETA: 2s - loss: 5.1138e-04 - acc: 1.000 - ETA: 2s - loss: 4.9901e-04 - acc: 1.000 - ETA: 2s - loss: 0.0010 - acc: 0.9997 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8250e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9995 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0040 - acc: 0.998 - ETA: 0s - loss: 0.0047 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 791us/step - loss: 0.0093 - acc: 0.9985 - val_loss: 1.3210 - val_acc: 0.8587 Epoch 00299: val_loss did not improve from 0.55729 Epoch 300/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.1861e-06 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9937 - ETA: 4s - loss: 0.0489 - acc: 0.995 - ETA: 4s - loss: 0.0367 - acc: 0.996 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 795us/step - loss: 0.0136 - acc: 0.9985 - val_loss: 1.3626 - val_acc: 0.8491 Epoch 00300: val_loss did not improve from 0.55729 Epoch 301/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.2984e-07 - acc: 1.000 - ETA: 5s - loss: 4.4512e-06 - acc: 1.000 - ETA: 5s - loss: 2.8667e-06 - acc: 1.000 - ETA: 5s - loss: 6.0971e-05 - acc: 1.000 - ETA: 5s - loss: 4.7366e-05 - acc: 1.000 - ETA: 5s - loss: 3.7693e-05 - acc: 1.000 - ETA: 4s - loss: 3.1033e-05 - acc: 1.000 - ETA: 4s - loss: 2.6202e-05 - acc: 1.000 - ETA: 4s - loss: 2.3585e-05 - acc: 1.000 - ETA: 4s - loss: 2.1630e-05 - acc: 1.000 - ETA: 4s - loss: 2.6601e-05 - acc: 1.000 - ETA: 4s - loss: 2.4465e-05 - acc: 1.000 - ETA: 4s - loss: 2.2832e-05 - acc: 1.000 - ETA: 4s - loss: 2.1670e-05 - acc: 1.000 - ETA: 4s - loss: 2.2520e-05 - acc: 1.000 - ETA: 4s - loss: 2.1646e-05 - acc: 1.000 - ETA: 4s - loss: 2.0216e-05 - acc: 1.000 - ETA: 4s - loss: 1.9012e-05 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9992 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0190 - acc: 0.997 - ETA: 0s - loss: 0.0187 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0182 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 5s 799us/step - loss: 0.0156 - acc: 0.9981 - val_loss: 1.3199 - val_acc: 0.8503 Epoch 00301: val_loss did not improve from 0.55729 Epoch 302/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 4.1790e-05 - acc: 1.000 - ETA: 4s - loss: 5.2011e-05 - acc: 1.000 - ETA: 4s - loss: 5.5655e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.5547e-04 - acc: 1.000 - ETA: 4s - loss: 0.0072 - acc: 0.9979 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 4s - loss: 0.0135 - acc: 0.996 - ETA: 4s - loss: 0.0129 - acc: 0.996 - ETA: 4s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.997 - ETA: 3s - loss: 0.0105 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0095 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.997 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 794us/step - loss: 0.0135 - acc: 0.9981 - val_loss: 1.3406 - val_acc: 0.8479 Epoch 00302: val_loss did not improve from 0.55729 Epoch 303/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9802e-07 - acc: 1.000 - ETA: 4s - loss: 8.4462e-06 - acc: 1.000 - ETA: 4s - loss: 7.6247e-06 - acc: 1.000 - ETA: 4s - loss: 1.2092e-05 - acc: 1.000 - ETA: 4s - loss: 1.0143e-05 - acc: 1.000 - ETA: 4s - loss: 1.0590e-05 - acc: 1.000 - ETA: 4s - loss: 9.7828e-06 - acc: 1.000 - ETA: 4s - loss: 9.0899e-06 - acc: 1.000 - ETA: 4s - loss: 1.4820e-05 - acc: 1.000 - ETA: 4s - loss: 1.3577e-05 - acc: 1.000 - ETA: 4s - loss: 1.2359e-05 - acc: 1.000 - ETA: 4s - loss: 1.1199e-05 - acc: 1.000 - ETA: 4s - loss: 1.0320e-05 - acc: 1.000 - ETA: 4s - loss: 9.8648e-06 - acc: 1.000 - ETA: 4s - loss: 9.1860e-06 - acc: 1.000 - ETA: 4s - loss: 8.7120e-06 - acc: 1.000 - ETA: 4s - loss: 8.4476e-06 - acc: 1.000 - ETA: 4s - loss: 7.9643e-06 - acc: 1.000 - ETA: 4s - loss: 9.1308e-06 - acc: 1.000 - ETA: 4s - loss: 1.5320e-05 - acc: 1.000 - ETA: 3s - loss: 1.4645e-05 - acc: 1.000 - ETA: 3s - loss: 1.8866e-05 - acc: 1.000 - ETA: 3s - loss: 1.9776e-05 - acc: 1.000 - ETA: 3s - loss: 3.7376e-05 - acc: 1.000 - ETA: 3s - loss: 3.5787e-05 - acc: 1.000 - ETA: 3s - loss: 3.5397e-05 - acc: 1.000 - ETA: 3s - loss: 6.5567e-05 - acc: 1.000 - ETA: 3s - loss: 7.1253e-05 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9995 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8538e-04 - acc: 0.999 - ETA: 2s - loss: 9.6747e-04 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.9994 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 791us/step - loss: 0.0124 - acc: 0.9984 - val_loss: 1.2997 - val_acc: 0.8527 Epoch 00303: val_loss did not improve from 0.55729 Epoch 304/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0564e-06 - acc: 1.000 - ETA: 5s - loss: 2.2718e-06 - acc: 1.000 - ETA: 5s - loss: 1.6190e-05 - acc: 1.000 - ETA: 4s - loss: 1.5354e-05 - acc: 1.000 - ETA: 4s - loss: 1.2419e-05 - acc: 1.000 - ETA: 4s - loss: 1.0640e-05 - acc: 1.000 - ETA: 4s - loss: 9.5417e-06 - acc: 1.000 - ETA: 4s - loss: 8.3932e-06 - acc: 1.000 - ETA: 4s - loss: 1.3549e-05 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.9985 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 791us/step - loss: 0.0121 - acc: 0.9984 - val_loss: 1.2685 - val_acc: 0.8515 Epoch 00304: val_loss did not improve from 0.55729 Epoch 305/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.7458e-06 - acc: 1.000 - ETA: 4s - loss: 2.4060e-05 - acc: 1.000 - ETA: 5s - loss: 1.6446e-05 - acc: 1.000 - ETA: 4s - loss: 1.4704e-05 - acc: 1.000 - ETA: 4s - loss: 4.5463e-05 - acc: 1.000 - ETA: 4s - loss: 0.0194 - acc: 0.9975 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.996 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0305 - acc: 0.995 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0232 - acc: 0.996 - ETA: 4s - loss: 0.0412 - acc: 0.995 - ETA: 4s - loss: 0.0397 - acc: 0.994 - ETA: 4s - loss: 0.0370 - acc: 0.994 - ETA: 4s - loss: 0.0346 - acc: 0.995 - ETA: 4s - loss: 0.0330 - acc: 0.995 - ETA: 4s - loss: 0.0397 - acc: 0.994 - ETA: 4s - loss: 0.0375 - acc: 0.995 - ETA: 3s - loss: 0.0359 - acc: 0.995 - ETA: 3s - loss: 0.0345 - acc: 0.995 - ETA: 3s - loss: 0.0331 - acc: 0.995 - ETA: 3s - loss: 0.0315 - acc: 0.996 - ETA: 3s - loss: 0.0302 - acc: 0.996 - ETA: 3s - loss: 0.0292 - acc: 0.996 - ETA: 3s - loss: 0.0280 - acc: 0.996 - ETA: 3s - loss: 0.0269 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0253 - acc: 0.996 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.996 - ETA: 2s - loss: 0.0228 - acc: 0.996 - ETA: 2s - loss: 0.0222 - acc: 0.996 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 793us/step - loss: 0.0138 - acc: 0.9984 - val_loss: 1.3355 - val_acc: 0.8659 Epoch 00305: val_loss did not improve from 0.55729 Epoch 306/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.1307e-06 - acc: 1.000 - ETA: 5s - loss: 3.9826e-06 - acc: 1.000 - ETA: 5s - loss: 3.5397e-06 - acc: 1.000 - ETA: 5s - loss: 4.2915e-06 - acc: 1.000 - ETA: 4s - loss: 3.4437e-06 - acc: 1.000 - ETA: 4s - loss: 3.6559e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9758e-04 - acc: 1.000 - ETA: 4s - loss: 8.9085e-04 - acc: 1.000 - ETA: 4s - loss: 8.9952e-04 - acc: 1.000 - ETA: 4s - loss: 8.1802e-04 - acc: 1.000 - ETA: 4s - loss: 7.6396e-04 - acc: 1.000 - ETA: 4s - loss: 7.4551e-04 - acc: 1.000 - ETA: 4s - loss: 7.0509e-04 - acc: 1.000 - ETA: 4s - loss: 7.6581e-04 - 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loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.997 - 5s 797us/step - loss: 0.0120 - acc: 0.9979 - val_loss: 1.2497 - val_acc: 0.8491 Epoch 00306: val_loss did not improve from 0.55729 Epoch 307/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0194e-04 - acc: 1.000 - ETA: 4s - loss: 9.5207e-05 - acc: 1.000 - ETA: 5s - loss: 8.8359e-05 - acc: 1.000 - ETA: 4s - loss: 2.7051e-04 - acc: 1.000 - ETA: 4s - loss: 2.0326e-04 - acc: 1.000 - ETA: 4s - loss: 1.8105e-04 - acc: 1.000 - ETA: 4s - loss: 1.6982e-04 - acc: 1.000 - ETA: 4s - loss: 3.3366e-04 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9984 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0084 - 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ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 796us/step - loss: 0.0129 - acc: 0.9981 - val_loss: 1.2749 - val_acc: 0.8503 Epoch 00307: val_loss did not improve from 0.55729 Epoch 308/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.3482e-06 - acc: 1.000 - ETA: 4s - loss: 3.8143e-06 - acc: 1.000 - ETA: 5s - loss: 2.6801e-06 - acc: 1.000 - ETA: 4s - loss: 6.2477e-05 - acc: 1.000 - ETA: 4s - loss: 4.7270e-05 - acc: 1.000 - ETA: 4s - loss: 3.8017e-05 - acc: 1.000 - ETA: 4s - loss: 3.4544e-05 - acc: 1.000 - ETA: 4s - loss: 2.9621e-05 - acc: 1.000 - ETA: 4s - loss: 2.6541e-05 - acc: 1.000 - ETA: 4s - loss: 2.3523e-05 - acc: 1.000 - ETA: 4s - loss: 2.5019e-05 - acc: 1.000 - ETA: 4s - loss: 2.3619e-05 - acc: 1.000 - ETA: 4s - loss: 1.5303e-04 - acc: 1.000 - ETA: 4s - loss: 1.4493e-04 - acc: 1.000 - ETA: 4s - loss: 1.3659e-04 - acc: 1.000 - ETA: 4s - loss: 1.2692e-04 - acc: 1.000 - ETA: 4s - loss: 1.1891e-04 - acc: 1.000 - ETA: 4s - loss: 1.1626e-04 - acc: 1.000 - ETA: 4s - loss: 1.3167e-04 - acc: 1.000 - ETA: 4s - loss: 1.3864e-04 - acc: 1.000 - ETA: 3s - loss: 1.3314e-04 - acc: 1.000 - ETA: 3s - loss: 1.3684e-04 - acc: 1.000 - ETA: 3s - loss: 1.3136e-04 - acc: 1.000 - ETA: 3s - loss: 1.2675e-04 - acc: 1.000 - ETA: 3s - loss: 1.2258e-04 - acc: 1.000 - ETA: 3s - loss: 1.1778e-04 - acc: 1.000 - ETA: 3s - loss: 4.9808e-04 - acc: 0.999 - ETA: 3s - loss: 4.7875e-04 - acc: 0.999 - ETA: 3s - loss: 4.6128e-04 - acc: 0.999 - ETA: 3s - loss: 4.4861e-04 - acc: 0.999 - ETA: 3s - loss: 4.4343e-04 - acc: 0.999 - ETA: 3s - loss: 4.2857e-04 - acc: 0.999 - ETA: 3s - loss: 4.2022e-04 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.9992 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - 5s 794us/step - loss: 0.0151 - acc: 0.9978 - val_loss: 1.3393 - val_acc: 0.8491 Epoch 00308: val_loss did not improve from 0.55729 Epoch 309/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.9605e-07 - acc: 1.000 - ETA: 4s - loss: 2.7443e-06 - acc: 1.000 - ETA: 4s - loss: 1.2279e-05 - acc: 1.000 - ETA: 4s - loss: 7.3259e-04 - acc: 1.000 - ETA: 4s - loss: 5.5459e-04 - acc: 1.000 - ETA: 4s - loss: 4.5350e-04 - acc: 1.000 - ETA: 4s - loss: 3.8508e-04 - acc: 1.000 - ETA: 4s - loss: 3.3012e-04 - acc: 1.000 - ETA: 4s - loss: 2.9103e-04 - acc: 1.000 - ETA: 4s - loss: 2.5954e-04 - acc: 1.000 - ETA: 4s - loss: 2.4007e-04 - acc: 1.000 - ETA: 4s - loss: 2.1827e-04 - acc: 1.000 - ETA: 4s - loss: 1.9978e-04 - acc: 1.000 - ETA: 4s - loss: 1.8787e-04 - acc: 1.000 - ETA: 4s - loss: 1.7427e-04 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 0.9991 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 791us/step - loss: 0.0090 - acc: 0.9987 - val_loss: 1.2983 - val_acc: 0.8563 Epoch 00309: val_loss did not improve from 0.55729 Epoch 310/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1041e-06 - acc: 1.000 - ETA: 4s - loss: 7.1508e-06 - acc: 1.000 - ETA: 4s - loss: 1.3174e-05 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9962 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.997 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.997 - ETA: 3s - loss: 0.0069 - acc: 0.997 - ETA: 3s - loss: 0.0070 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.996 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0168 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 791us/step - loss: 0.0113 - acc: 0.9984 - val_loss: 1.2536 - val_acc: 0.8539 Epoch 00310: val_loss did not improve from 0.55729 Epoch 311/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9041e-07 - acc: 1.000 - ETA: 5s - loss: 1.5772e-05 - acc: 1.000 - ETA: 5s - loss: 2.3566e-04 - acc: 1.000 - ETA: 5s - loss: 1.6510e-04 - acc: 1.000 - ETA: 5s - loss: 1.1846e-04 - acc: 1.000 - ETA: 5s - loss: 9.7642e-05 - acc: 1.000 - ETA: 4s - loss: 9.7926e-05 - acc: 1.000 - ETA: 4s - loss: 8.2612e-05 - acc: 1.000 - ETA: 4s - loss: 7.1494e-05 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9985 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 794us/step - loss: 0.0096 - acc: 0.9981 - val_loss: 1.2541 - val_acc: 0.8515 Epoch 00311: val_loss did not improve from 0.55729 Epoch 312/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.9844e-06 - acc: 1.000 - ETA: 5s - loss: 0.0042 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.9784e-04 - acc: 1.000 - ETA: 4s - loss: 7.4208e-04 - acc: 1.000 - ETA: 4s - loss: 6.3280e-04 - acc: 1.000 - ETA: 4s - loss: 5.5128e-04 - acc: 1.000 - ETA: 4s - loss: 4.8840e-04 - acc: 1.000 - ETA: 4s - loss: 4.5015e-04 - acc: 1.000 - ETA: 4s - loss: 4.0863e-04 - acc: 1.000 - ETA: 4s - loss: 3.8906e-04 - acc: 1.000 - ETA: 4s - loss: 5.3232e-04 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9991 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 791us/step - loss: 0.0114 - acc: 0.9984 - val_loss: 1.2902 - val_acc: 0.8527 Epoch 00312: val_loss did not improve from 0.55729 Epoch 313/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 2.9848e-04 - acc: 1.000 - ETA: 5s - loss: 1.9521e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 7.9507e-04 - acc: 1.000 - ETA: 4s - loss: 6.7779e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9979 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8446e-04 - acc: 0.999 - ETA: 4s - loss: 9.4403e-04 - acc: 0.999 - ETA: 4s - loss: 8.8964e-04 - acc: 0.999 - ETA: 4s - loss: 8.7111e-04 - acc: 0.999 - ETA: 3s - loss: 8.4574e-04 - acc: 0.999 - ETA: 3s - loss: 8.1303e-04 - acc: 0.999 - ETA: 3s - loss: 8.2096e-04 - acc: 0.999 - ETA: 3s - loss: 7.8385e-04 - acc: 0.999 - ETA: 3s - loss: 7.5057e-04 - acc: 0.999 - ETA: 3s - loss: 7.1943e-04 - acc: 0.999 - ETA: 3s - loss: 6.9765e-04 - acc: 0.999 - ETA: 3s - loss: 6.7060e-04 - acc: 0.999 - ETA: 3s - loss: 6.4582e-04 - acc: 0.999 - ETA: 3s - loss: 6.2844e-04 - acc: 0.999 - ETA: 3s - loss: 6.0641e-04 - acc: 0.999 - ETA: 3s - loss: 5.8679e-04 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.9992 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 5s 792us/step - loss: 0.0083 - acc: 0.9987 - val_loss: 1.2326 - val_acc: 0.8443 Epoch 00313: val_loss did not improve from 0.55729 Epoch 314/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0076 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 7.8052e-04 - acc: 1.000 - ETA: 4s - loss: 5.9797e-04 - acc: 1.000 - ETA: 4s - loss: 4.8043e-04 - acc: 1.000 - ETA: 4s - loss: 4.1814e-04 - acc: 1.000 - ETA: 4s - loss: 3.5722e-04 - acc: 1.000 - ETA: 4s - loss: 3.1200e-04 - acc: 1.000 - ETA: 4s - loss: 2.7661e-04 - acc: 1.000 - ETA: 4s - loss: 2.5488e-04 - acc: 1.000 - ETA: 4s - loss: 5.9350e-04 - acc: 1.000 - ETA: 4s - loss: 5.8275e-04 - acc: 1.000 - ETA: 4s - loss: 5.3715e-04 - acc: 1.000 - ETA: 4s - loss: 0.0154 - acc: 0.9991 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - 5s 796us/step - loss: 0.0108 - acc: 0.9985 - val_loss: 1.3013 - val_acc: 0.8491 Epoch 00314: val_loss did not improve from 0.55729 Epoch 315/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.1408e-04 - acc: 1.000 - ETA: 5s - loss: 9.0297e-05 - acc: 1.000 - ETA: 5s - loss: 1.3484e-04 - acc: 1.000 - ETA: 5s - loss: 2.5147e-04 - acc: 1.000 - ETA: 4s - loss: 2.1814e-04 - acc: 1.000 - ETA: 4s - loss: 1.8105e-04 - acc: 1.000 - ETA: 4s - loss: 7.1305e-04 - acc: 1.000 - ETA: 4s - loss: 0.0219 - acc: 0.9981 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 795us/step - loss: 0.0136 - acc: 0.9984 - val_loss: 1.2469 - val_acc: 0.8575 Epoch 00315: val_loss did not improve from 0.55729 Epoch 316/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8749e-05 - acc: 1.000 - ETA: 4s - loss: 1.0806e-05 - acc: 1.000 - ETA: 4s - loss: 6.9908e-06 - acc: 1.000 - ETA: 4s - loss: 5.9378e-06 - acc: 1.000 - ETA: 4s - loss: 3.0810e-04 - acc: 1.000 - ETA: 4s - loss: 2.5182e-04 - acc: 1.000 - ETA: 4s - loss: 4.2111e-04 - acc: 1.000 - ETA: 4s - loss: 3.7493e-04 - acc: 1.000 - ETA: 4s - loss: 3.4663e-04 - acc: 1.000 - ETA: 4s - loss: 3.0825e-04 - acc: 1.000 - ETA: 4s - loss: 2.8411e-04 - acc: 1.000 - ETA: 4s - loss: 2.5976e-04 - acc: 1.000 - ETA: 4s - loss: 3.7777e-04 - acc: 1.000 - ETA: 4s - loss: 3.4767e-04 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9991 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 0s - loss: 0.0037 - acc: 0.998 - ETA: 0s - loss: 0.0037 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.997 - ETA: 0s - loss: 0.0096 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0095 - acc: 0.997 - ETA: 0s - loss: 0.0094 - acc: 0.997 - ETA: 0s - loss: 0.0093 - acc: 0.997 - ETA: 0s - loss: 0.0092 - acc: 0.997 - ETA: 0s - loss: 0.0091 - acc: 0.997 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 794us/step - loss: 0.0083 - acc: 0.9981 - val_loss: 1.3633 - val_acc: 0.8563 Epoch 00316: val_loss did not improve from 0.55729 Epoch 317/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2857e-06 - acc: 1.000 - ETA: 4s - loss: 3.5341e-05 - acc: 1.000 - ETA: 4s - loss: 2.0945e-05 - acc: 1.000 - ETA: 4s - loss: 2.4876e-05 - acc: 1.000 - ETA: 4s - loss: 1.9163e-05 - acc: 1.000 - ETA: 4s - loss: 1.6043e-05 - acc: 1.000 - ETA: 4s - loss: 7.0319e-05 - acc: 1.000 - ETA: 4s - loss: 6.6148e-05 - acc: 1.000 - ETA: 4s - loss: 6.6582e-05 - acc: 1.000 - ETA: 4s - loss: 6.0889e-05 - acc: 1.000 - ETA: 4s - loss: 5.4943e-05 - acc: 1.000 - ETA: 4s - loss: 0.0198 - acc: 0.9976 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - 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acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 794us/step - loss: 0.0138 - acc: 0.9981 - val_loss: 1.3357 - val_acc: 0.8491 Epoch 00317: val_loss did not improve from 0.55729 Epoch 318/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7137e-06 - acc: 1.000 - ETA: 5s - loss: 0.0073 - acc: 0.9900 - ETA: 5s - loss: 0.0044 - acc: 0.994 - ETA: 5s - 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acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 794us/step - loss: 0.0135 - acc: 0.9981 - val_loss: 1.3235 - val_acc: 0.8419 Epoch 00318: val_loss did not improve from 0.55729 Epoch 319/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.8411e-05 - acc: 1.000 - ETA: 5s - loss: 8.5103e-06 - acc: 1.000 - ETA: 5s - loss: 2.7591e-04 - acc: 1.000 - ETA: 5s - loss: 2.1988e-04 - acc: 1.000 - ETA: 4s - loss: 2.4032e-04 - acc: 1.000 - ETA: 4s - loss: 1.9634e-04 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9978 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0072 - acc: 0.996 - ETA: 4s - loss: 0.0068 - acc: 0.996 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0054 - acc: 0.997 - ETA: 3s - loss: 0.0052 - acc: 0.997 - ETA: 3s - loss: 0.0050 - acc: 0.997 - ETA: 3s - loss: 0.0048 - acc: 0.997 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0031 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 5s 791us/step - loss: 0.0091 - acc: 0.9985 - val_loss: 1.2881 - val_acc: 0.8551 Epoch 00319: val_loss did not improve from 0.55729 Epoch 320/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9504e-07 - acc: 1.000 - ETA: 5s - loss: 2.4092e-04 - acc: 1.000 - ETA: 5s - loss: 1.6691e-04 - acc: 1.000 - ETA: 4s - loss: 1.4324e-04 - acc: 1.000 - ETA: 4s - loss: 1.0935e-04 - acc: 1.000 - ETA: 4s - loss: 8.7982e-05 - acc: 1.000 - ETA: 4s - loss: 2.1013e-04 - acc: 1.000 - ETA: 4s - loss: 3.3047e-04 - acc: 1.000 - ETA: 4s - loss: 3.3166e-04 - acc: 1.000 - ETA: 4s - loss: 3.1405e-04 - acc: 1.000 - ETA: 4s - loss: 2.9530e-04 - acc: 1.000 - ETA: 4s - loss: 2.7558e-04 - acc: 1.000 - ETA: 4s - loss: 2.5166e-04 - acc: 1.000 - ETA: 4s - loss: 2.3624e-04 - acc: 1.000 - ETA: 4s - loss: 2.6723e-04 - acc: 1.000 - ETA: 4s - loss: 3.7356e-04 - acc: 1.000 - ETA: 4s - loss: 3.5520e-04 - acc: 1.000 - ETA: 4s - loss: 3.4178e-04 - acc: 1.000 - ETA: 4s - loss: 9.2387e-04 - acc: 0.999 - ETA: 4s - loss: 8.7291e-04 - acc: 0.999 - ETA: 3s - loss: 8.3218e-04 - acc: 0.999 - ETA: 3s - loss: 7.9217e-04 - acc: 0.999 - ETA: 3s - loss: 7.6920e-04 - acc: 0.999 - ETA: 3s - loss: 7.3989e-04 - acc: 0.999 - ETA: 3s - loss: 7.0816e-04 - acc: 0.999 - ETA: 3s - loss: 6.8747e-04 - acc: 0.999 - ETA: 3s - loss: 6.6027e-04 - acc: 0.999 - ETA: 3s - loss: 6.3482e-04 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.9990 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0089 - acc: 0.997 - ETA: 0s - loss: 0.0088 - acc: 0.997 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.997 - ETA: 0s - loss: 0.0086 - acc: 0.997 - 5s 793us/step - loss: 0.0086 - acc: 0.9979 - val_loss: 1.3738 - val_acc: 0.8443 Epoch 00320: val_loss did not improve from 0.55729 Epoch 321/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7047e-06 - acc: 1.000 - ETA: 5s - loss: 3.1488e-04 - acc: 1.000 - ETA: 5s - loss: 0.0931 - acc: 0.9812 - ETA: 5s - loss: 0.0677 - acc: 0.986 - ETA: 5s - loss: 0.0647 - acc: 0.986 - ETA: 4s - loss: 0.0511 - acc: 0.989 - ETA: 4s - loss: 0.0422 - acc: 0.991 - ETA: 4s - loss: 0.0360 - acc: 0.992 - 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acc: 0.996 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0094 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0086 - acc: 0.997 - ETA: 2s - loss: 0.0084 - acc: 0.997 - ETA: 2s - loss: 0.0083 - acc: 0.997 - ETA: 2s - loss: 0.0081 - acc: 0.997 - ETA: 2s - loss: 0.0079 - acc: 0.997 - ETA: 2s - loss: 0.0078 - acc: 0.997 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.997 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.997 - ETA: 0s - loss: 0.0073 - acc: 0.997 - ETA: 0s - loss: 0.0072 - acc: 0.997 - ETA: 0s - loss: 0.0071 - acc: 0.997 - ETA: 0s - loss: 0.0071 - acc: 0.997 - ETA: 0s - loss: 0.0070 - acc: 0.997 - ETA: 0s - loss: 0.0069 - acc: 0.997 - ETA: 0s - loss: 0.0068 - acc: 0.997 - ETA: 0s - loss: 0.0067 - acc: 0.997 - ETA: 0s - loss: 0.0066 - acc: 0.997 - ETA: 0s - loss: 0.0066 - acc: 0.997 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - 5s 793us/step - loss: 0.0067 - acc: 0.9979 - val_loss: 1.4054 - val_acc: 0.8599 Epoch 00321: val_loss did not improve from 0.55729 Epoch 322/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.4377e-06 - acc: 1.000 - ETA: 5s - loss: 0.0033 - acc: 1.0000 - ETA: 5s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3767e-04 - acc: 1.000 - ETA: 4s - loss: 7.8158e-04 - acc: 1.000 - ETA: 4s - loss: 6.9868e-04 - acc: 1.000 - ETA: 4s - loss: 6.1207e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9986 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - 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acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 791us/step - loss: 0.0105 - acc: 0.9984 - val_loss: 1.3769 - val_acc: 0.8503 Epoch 00322: val_loss did not improve from 0.55729 Epoch 323/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3961e-06 - acc: 1.000 - ETA: 4s - loss: 1.1556e-05 - acc: 1.000 - ETA: 5s - loss: 0.0924 - acc: 0.9937 - ETA: 4s - loss: 0.0616 - acc: 0.995 - 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acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - 5s 796us/step - loss: 0.0094 - acc: 0.9988 - val_loss: 1.3163 - val_acc: 0.8479 Epoch 00323: val_loss did not improve from 0.55729 Epoch 324/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6330e-06 - acc: 1.000 - ETA: 4s - loss: 4.9876e-06 - acc: 1.000 - ETA: 5s - loss: 4.9367e-04 - acc: 1.000 - ETA: 4s - loss: 3.3559e-04 - acc: 1.000 - ETA: 4s - loss: 2.7153e-04 - acc: 1.000 - ETA: 4s - loss: 2.1749e-04 - acc: 1.000 - ETA: 4s - loss: 2.4485e-04 - acc: 1.000 - ETA: 4s - loss: 2.1808e-04 - acc: 1.000 - ETA: 4s - loss: 1.8918e-04 - acc: 1.000 - ETA: 4s - loss: 1.6908e-04 - acc: 1.000 - ETA: 4s - loss: 1.5221e-04 - acc: 1.000 - ETA: 4s - loss: 1.4723e-04 - acc: 1.000 - ETA: 4s - loss: 1.3879e-04 - acc: 1.000 - ETA: 4s - loss: 1.2882e-04 - acc: 1.000 - ETA: 4s - loss: 1.2091e-04 - acc: 1.000 - ETA: 4s - loss: 1.1259e-04 - acc: 1.000 - ETA: 4s - loss: 1.0701e-04 - acc: 1.000 - ETA: 4s - loss: 1.0049e-04 - acc: 1.000 - ETA: 4s - loss: 9.8089e-05 - acc: 1.000 - ETA: 4s - loss: 9.2587e-05 - acc: 1.000 - ETA: 3s - loss: 8.8249e-05 - acc: 1.000 - ETA: 3s - loss: 8.4863e-05 - acc: 1.000 - ETA: 3s - loss: 2.0169e-04 - acc: 1.000 - ETA: 3s - loss: 1.9236e-04 - acc: 1.000 - ETA: 3s - loss: 1.8670e-04 - acc: 1.000 - ETA: 3s - loss: 1.7947e-04 - acc: 1.000 - ETA: 3s - loss: 1.7232e-04 - acc: 1.000 - ETA: 3s - loss: 1.6597e-04 - acc: 1.000 - ETA: 3s - loss: 1.6122e-04 - acc: 1.000 - ETA: 3s - loss: 1.5535e-04 - acc: 1.000 - ETA: 3s - loss: 1.4984e-04 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9991 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 793us/step - loss: 0.0101 - acc: 0.9985 - val_loss: 1.3873 - val_acc: 0.8491 Epoch 00324: val_loss did not improve from 0.55729 Epoch 325/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0681e-06 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 5s - loss: 9.2297e-04 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9958 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0186 - acc: 0.995 - ETA: 4s - loss: 0.0162 - acc: 0.995 - ETA: 4s - loss: 0.0158 - acc: 0.994 - ETA: 4s - loss: 0.0200 - acc: 0.993 - ETA: 4s - loss: 0.0192 - acc: 0.992 - ETA: 4s - loss: 0.0177 - acc: 0.993 - ETA: 4s - loss: 0.0160 - acc: 0.994 - ETA: 4s - loss: 0.0146 - acc: 0.994 - ETA: 4s - loss: 0.0138 - acc: 0.994 - ETA: 4s - loss: 0.0127 - acc: 0.995 - ETA: 4s - loss: 0.0118 - acc: 0.995 - ETA: 4s - loss: 0.0111 - acc: 0.995 - ETA: 4s - loss: 0.0106 - acc: 0.996 - ETA: 4s - loss: 0.0100 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.996 - ETA: 3s - loss: 0.0095 - acc: 0.996 - ETA: 3s - loss: 0.0125 - acc: 0.995 - ETA: 3s - loss: 0.0119 - acc: 0.995 - ETA: 3s - loss: 0.0114 - acc: 0.996 - ETA: 3s - loss: 0.0110 - acc: 0.996 - ETA: 3s - loss: 0.0106 - acc: 0.996 - ETA: 3s - loss: 0.0184 - acc: 0.995 - ETA: 3s - loss: 0.0198 - acc: 0.995 - ETA: 3s - loss: 0.0191 - acc: 0.995 - ETA: 3s - loss: 0.0185 - acc: 0.995 - ETA: 3s - loss: 0.0179 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0167 - acc: 0.996 - ETA: 3s - loss: 0.0163 - acc: 0.996 - ETA: 3s - loss: 0.0158 - acc: 0.996 - ETA: 3s - loss: 0.0153 - acc: 0.996 - ETA: 3s - loss: 0.0149 - acc: 0.996 - ETA: 2s - loss: 0.0146 - acc: 0.996 - ETA: 2s - loss: 0.0141 - acc: 0.996 - ETA: 2s - loss: 0.0138 - acc: 0.996 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0108 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 1s - loss: 0.0099 - acc: 0.997 - ETA: 1s - loss: 0.0097 - acc: 0.997 - ETA: 1s - loss: 0.0095 - acc: 0.997 - ETA: 1s - loss: 0.0094 - acc: 0.997 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.997 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - 5s 793us/step - loss: 0.0145 - acc: 0.9976 - val_loss: 1.2706 - val_acc: 0.8611 Epoch 00325: val_loss did not improve from 0.55729 Epoch 326/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.7192e-05 - acc: 1.000 - ETA: 4s - loss: 2.3420e-05 - acc: 1.000 - ETA: 4s - loss: 9.7416e-05 - acc: 1.000 - ETA: 4s - loss: 8.6163e-05 - acc: 1.000 - ETA: 4s - loss: 7.2769e-05 - acc: 1.000 - ETA: 4s - loss: 6.1319e-05 - acc: 1.000 - ETA: 4s - loss: 5.2787e-05 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.5754e-04 - acc: 1.000 - ETA: 4s - loss: 9.6876e-04 - acc: 1.000 - ETA: 4s - loss: 8.9773e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9991 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 1s - loss: 0.0193 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0186 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0184 - acc: 0.997 - ETA: 1s - loss: 0.0181 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9984 - val_loss: 1.3619 - val_acc: 0.8551 Epoch 00326: val_loss did not improve from 0.55729 Epoch 327/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0036 - acc: 1.000 - ETA: 4s - loss: 8.2936e-04 - acc: 1.000 - ETA: 5s - loss: 5.2396e-04 - acc: 1.000 - ETA: 4s - loss: 0.0724 - acc: 0.9917 - ETA: 4s - loss: 0.0564 - acc: 0.993 - ETA: 4s - loss: 0.0451 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.995 - ETA: 4s - loss: 0.0564 - acc: 0.994 - ETA: 4s - loss: 0.0520 - acc: 0.995 - ETA: 4s - loss: 0.0460 - acc: 0.995 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0375 - acc: 0.996 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.996 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.996 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 3s - loss: 0.0313 - acc: 0.996 - ETA: 3s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.996 - ETA: 3s - loss: 0.0247 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.996 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 1s - loss: 0.0212 - acc: 0.997 - ETA: 1s - loss: 0.0218 - acc: 0.997 - ETA: 1s - loss: 0.0214 - acc: 0.997 - ETA: 1s - loss: 0.0211 - acc: 0.997 - ETA: 1s - loss: 0.0207 - acc: 0.997 - ETA: 1s - loss: 0.0203 - acc: 0.997 - ETA: 1s - loss: 0.0200 - acc: 0.997 - ETA: 1s - loss: 0.0197 - acc: 0.997 - ETA: 1s - loss: 0.0194 - acc: 0.997 - ETA: 1s - loss: 0.0191 - acc: 0.997 - ETA: 1s - loss: 0.0188 - acc: 0.997 - ETA: 1s - loss: 0.0185 - acc: 0.997 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - 5s 792us/step - loss: 0.0142 - acc: 0.9979 - val_loss: 1.4119 - val_acc: 0.8503 Epoch 00327: val_loss did not improve from 0.55729 Epoch 328/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4246e-07 - acc: 1.000 - ETA: 4s - loss: 1.0180e-05 - acc: 1.000 - ETA: 4s - loss: 0.0340 - acc: 0.9917 - ETA: 4s - loss: 0.0255 - acc: 0.993 - ETA: 4s - loss: 0.0204 - acc: 0.995 - ETA: 4s - loss: 0.0182 - acc: 0.995 - ETA: 4s - loss: 0.0155 - acc: 0.996 - ETA: 4s - loss: 0.0135 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.995 - ETA: 4s - loss: 0.0379 - acc: 0.994 - ETA: 4s - loss: 0.0352 - acc: 0.995 - ETA: 4s - loss: 0.0321 - acc: 0.995 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0246 - acc: 0.996 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 793us/step - loss: 0.0108 - acc: 0.9984 - val_loss: 1.3677 - val_acc: 0.8395 Epoch 00328: val_loss did not improve from 0.55729 Epoch 329/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9145e-05 - acc: 1.000 - ETA: 5s - loss: 2.3610e-04 - acc: 1.000 - ETA: 5s - loss: 1.3941e-04 - acc: 1.000 - ETA: 5s - loss: 2.0671e-04 - acc: 1.000 - ETA: 5s - loss: 1.6418e-04 - acc: 1.000 - ETA: 5s - loss: 1.4180e-04 - acc: 1.000 - ETA: 5s - loss: 1.2055e-04 - acc: 1.000 - ETA: 5s - loss: 1.0972e-04 - acc: 1.000 - ETA: 5s - loss: 0.0337 - acc: 0.9979 - ETA: 5s - loss: 0.0299 - acc: 0.998 - ETA: 5s - loss: 0.0478 - acc: 0.996 - ETA: 5s - loss: 0.0435 - acc: 0.997 - ETA: 5s - loss: 0.0398 - acc: 0.997 - ETA: 5s - loss: 0.0368 - acc: 0.997 - ETA: 5s - loss: 0.0342 - acc: 0.997 - ETA: 5s - loss: 0.0319 - acc: 0.997 - ETA: 5s - loss: 0.0300 - acc: 0.997 - ETA: 5s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0309 - acc: 0.996 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0256 - acc: 0.996 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - 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acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 6s 839us/step - loss: 0.0140 - acc: 0.9982 - val_loss: 1.3429 - val_acc: 0.8503 Epoch 00329: val_loss did not improve from 0.55729 Epoch 330/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.7594e-06 - acc: 1.000 - ETA: 5s - loss: 2.3545e-05 - acc: 1.000 - ETA: 5s - loss: 4.1752e-04 - acc: 1.000 - ETA: 5s - loss: 3.4110e-04 - acc: 1.000 - ETA: 5s - loss: 2.6352e-04 - acc: 1.000 - ETA: 5s - loss: 0.0478 - acc: 0.9971 - ETA: 5s - loss: 0.0407 - acc: 0.997 - ETA: 4s - loss: 0.0396 - acc: 0.995 - ETA: 5s - loss: 0.0352 - acc: 0.996 - ETA: 4s - loss: 0.0317 - acc: 0.996 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 6s 836us/step - loss: 0.0104 - acc: 0.9987 - val_loss: 1.3952 - val_acc: 0.8491 Epoch 00330: val_loss did not improve from 0.55729 Epoch 331/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.8892e-06 - acc: 1.000 - ETA: 5s - loss: 4.7768e-06 - acc: 1.000 - ETA: 5s - loss: 4.9660e-04 - acc: 1.000 - ETA: 5s - loss: 3.6498e-04 - acc: 1.000 - ETA: 5s - loss: 4.2427e-04 - acc: 1.000 - ETA: 5s - loss: 4.0131e-04 - acc: 1.000 - ETA: 4s - loss: 3.3198e-04 - acc: 1.000 - ETA: 4s - loss: 3.0111e-04 - acc: 1.000 - ETA: 4s - loss: 2.5992e-04 - acc: 1.000 - ETA: 4s - loss: 2.3611e-04 - acc: 1.000 - ETA: 4s - loss: 2.1001e-04 - acc: 1.000 - ETA: 4s - loss: 1.8918e-04 - acc: 1.000 - ETA: 4s - loss: 1.7626e-04 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9989 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 6s 825us/step - loss: 0.0086 - acc: 0.9988 - val_loss: 1.2790 - val_acc: 0.8539 Epoch 00331: val_loss did not improve from 0.55729 Epoch 332/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 6.3985e-04 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9944 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.997 - ETA: 4s - loss: 0.0051 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 791us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.3348 - val_acc: 0.8539 Epoch 00332: val_loss did not improve from 0.55729 Epoch 333/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4677e-06 - acc: 1.000 - ETA: 4s - loss: 1.1492e-06 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 7.9415e-04 - acc: 1.000 - ETA: 4s - loss: 6.0258e-04 - acc: 1.000 - ETA: 4s - loss: 4.8231e-04 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9979 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9235e-04 - acc: 0.999 - ETA: 3s - loss: 9.5475e-04 - acc: 0.999 - ETA: 3s - loss: 9.0914e-04 - acc: 0.999 - ETA: 3s - loss: 8.6764e-04 - acc: 0.999 - ETA: 3s - loss: 8.3876e-04 - acc: 0.999 - ETA: 3s - loss: 8.0321e-04 - acc: 0.999 - ETA: 3s - loss: 7.7049e-04 - acc: 0.999 - ETA: 3s - loss: 7.4029e-04 - acc: 0.999 - ETA: 3s - loss: 7.1919e-04 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.9991 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 794us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.3574 - val_acc: 0.8407 Epoch 00333: val_loss did not improve from 0.55729 Epoch 334/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.0000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.5192e-04 - acc: 1.000 - ETA: 4s - loss: 8.4333e-04 - acc: 1.000 - ETA: 4s - loss: 7.9938e-04 - acc: 1.000 - ETA: 4s - loss: 7.4527e-04 - acc: 1.000 - ETA: 4s - loss: 6.9688e-04 - acc: 1.000 - ETA: 4s - loss: 6.6494e-04 - acc: 1.000 - ETA: 4s - loss: 6.1477e-04 - acc: 1.000 - ETA: 4s - loss: 5.8185e-04 - acc: 1.000 - ETA: 4s - loss: 5.4376e-04 - acc: 1.000 - ETA: 4s - loss: 5.2091e-04 - acc: 1.000 - ETA: 4s - loss: 4.9025e-04 - acc: 1.000 - ETA: 4s - loss: 4.6312e-04 - acc: 1.000 - ETA: 4s - loss: 4.4457e-04 - acc: 1.000 - ETA: 3s - loss: 4.2943e-04 - acc: 1.000 - ETA: 3s - loss: 4.0863e-04 - acc: 1.000 - ETA: 3s - loss: 3.9605e-04 - acc: 1.000 - ETA: 3s - loss: 3.8001e-04 - acc: 1.000 - ETA: 3s - loss: 3.6762e-04 - acc: 1.000 - ETA: 3s - loss: 3.5231e-04 - acc: 1.000 - ETA: 3s - loss: 3.4164e-04 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 819us/step - loss: 0.0125 - acc: 0.9984 - val_loss: 1.3500 - val_acc: 0.8563 Epoch 00334: val_loss did not improve from 0.55729 Epoch 335/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.6427e-07 - acc: 1.000 - ETA: 5s - loss: 6.9813e-07 - acc: 1.000 - ETA: 5s - loss: 2.4103e-06 - acc: 1.000 - ETA: 5s - loss: 2.9775e-06 - acc: 1.000 - ETA: 5s - loss: 2.5283e-06 - acc: 1.000 - ETA: 5s - loss: 2.4104e-06 - acc: 1.000 - ETA: 5s - loss: 2.4477e-06 - acc: 1.000 - ETA: 5s - loss: 9.8197e-06 - acc: 1.000 - ETA: 5s - loss: 0.0567 - acc: 0.9960 - ETA: 5s - loss: 0.0506 - acc: 0.996 - ETA: 5s - loss: 0.0459 - acc: 0.996 - ETA: 5s - loss: 0.0419 - acc: 0.997 - ETA: 5s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 6s 870us/step - loss: 0.0106 - acc: 0.9984 - val_loss: 1.3824 - val_acc: 0.8479 Epoch 00335: val_loss did not improve from 0.55729 Epoch 336/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 3.6919e-06 - acc: 1.000 - ETA: 5s - loss: 5.3195e-06 - acc: 1.000 - ETA: 5s - loss: 1.0566e-05 - acc: 1.000 - ETA: 5s - loss: 1.2833e-05 - acc: 1.000 - ETA: 5s - loss: 1.2280e-05 - acc: 1.000 - ETA: 5s - loss: 2.3734e-05 - acc: 1.000 - ETA: 5s - loss: 3.1371e-05 - acc: 1.000 - ETA: 4s - loss: 2.8071e-05 - acc: 1.000 - ETA: 4s - loss: 2.5652e-05 - acc: 1.000 - ETA: 4s - loss: 6.1356e-05 - acc: 1.000 - ETA: 4s - loss: 5.6447e-05 - acc: 1.000 - ETA: 4s - loss: 5.2744e-05 - acc: 1.000 - ETA: 4s - loss: 4.8117e-05 - acc: 1.000 - ETA: 4s - loss: 4.4664e-05 - acc: 1.000 - ETA: 4s - loss: 4.2796e-05 - acc: 1.000 - ETA: 4s - loss: 9.0277e-05 - acc: 1.000 - ETA: 4s - loss: 9.4375e-05 - acc: 1.000 - ETA: 4s - loss: 1.0093e-04 - acc: 1.000 - ETA: 4s - loss: 9.6217e-05 - acc: 1.000 - ETA: 4s - loss: 9.2047e-05 - acc: 1.000 - ETA: 4s - loss: 8.8129e-05 - acc: 1.000 - ETA: 4s - loss: 8.6053e-05 - acc: 1.000 - ETA: 4s - loss: 8.3600e-05 - acc: 1.000 - ETA: 4s - loss: 8.0536e-05 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9994 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 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acc: 1.000 - ETA: 4s - loss: 8.0951e-04 - acc: 1.000 - ETA: 4s - loss: 7.5788e-04 - acc: 1.000 - ETA: 4s - loss: 7.1432e-04 - acc: 1.000 - ETA: 4s - loss: 6.7421e-04 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.9991 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.996 - ETA: 3s - loss: 0.0181 - acc: 0.996 - ETA: 3s - loss: 0.0177 - acc: 0.996 - ETA: 3s - loss: 0.0173 - acc: 0.996 - ETA: 3s - loss: 0.0169 - acc: 0.996 - ETA: 3s - loss: 0.0165 - acc: 0.996 - ETA: 3s - loss: 0.0161 - acc: 0.996 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0122 - acc: 0.997 - ETA: 1s - loss: 0.0120 - acc: 0.997 - ETA: 1s - loss: 0.0126 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0140 - acc: 0.996 - ETA: 1s - loss: 0.0139 - acc: 0.996 - ETA: 1s - loss: 0.0144 - acc: 0.996 - ETA: 1s - loss: 0.0142 - acc: 0.996 - ETA: 1s - loss: 0.0141 - acc: 0.996 - ETA: 1s - loss: 0.0139 - acc: 0.996 - ETA: 1s - loss: 0.0138 - acc: 0.996 - ETA: 1s - loss: 0.0136 - acc: 0.996 - ETA: 0s - loss: 0.0135 - acc: 0.996 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0124 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0117 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - 6s 898us/step - loss: 0.0115 - acc: 0.9973 - val_loss: 1.3914 - val_acc: 0.8395 Epoch 00337: val_loss did not improve from 0.55729 Epoch 338/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 9.1312e-04 - acc: 1.000 - ETA: 5s - loss: 7.4247e-04 - acc: 1.000 - ETA: 5s - loss: 6.2547e-04 - acc: 1.000 - ETA: 5s - loss: 5.4521e-04 - acc: 1.000 - ETA: 5s - loss: 4.8000e-04 - acc: 1.000 - ETA: 5s - loss: 4.2860e-04 - acc: 1.000 - ETA: 5s - loss: 3.8796e-04 - acc: 1.000 - ETA: 5s - loss: 3.5374e-04 - acc: 1.000 - ETA: 5s - loss: 3.2828e-04 - acc: 1.000 - ETA: 5s - loss: 3.0378e-04 - acc: 1.000 - ETA: 5s - loss: 3.2905e-04 - acc: 1.000 - ETA: 5s - loss: 3.0906e-04 - acc: 1.000 - ETA: 5s - loss: 2.9093e-04 - acc: 1.000 - ETA: 4s - loss: 2.7564e-04 - acc: 1.000 - ETA: 4s - loss: 2.6106e-04 - acc: 1.000 - ETA: 4s - loss: 2.4759e-04 - acc: 1.000 - ETA: 4s - loss: 2.3560e-04 - acc: 1.000 - ETA: 4s - loss: 2.2485e-04 - acc: 1.000 - ETA: 4s - loss: 2.1479e-04 - acc: 1.000 - ETA: 4s - loss: 2.0563e-04 - acc: 1.000 - ETA: 4s - loss: 1.9735e-04 - acc: 1.000 - ETA: 4s - loss: 1.9069e-04 - acc: 1.000 - ETA: 4s - loss: 1.8356e-04 - acc: 1.000 - ETA: 4s - loss: 1.7695e-04 - acc: 1.000 - ETA: 4s - loss: 1.7282e-04 - acc: 1.000 - ETA: 4s - loss: 1.6695e-04 - acc: 1.000 - ETA: 4s - loss: 1.6157e-04 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9995 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 6s 905us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.3489 - val_acc: 0.8587 Epoch 00338: val_loss did not improve from 0.55729 Epoch 339/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.2766e-05 - acc: 1.000 - ETA: 5s - loss: 1.6419e-05 - acc: 1.000 - ETA: 5s - loss: 0.0929 - acc: 0.9929 - ETA: 5s - loss: 0.0651 - acc: 0.995 - ETA: 5s - loss: 0.0501 - acc: 0.996 - ETA: 5s - loss: 0.0407 - acc: 0.996 - ETA: 5s - loss: 0.0343 - acc: 0.997 - ETA: 5s - loss: 0.0296 - acc: 0.997 - ETA: 5s - loss: 0.0261 - acc: 0.998 - ETA: 5s - loss: 0.0235 - acc: 0.998 - ETA: 5s - loss: 0.0213 - acc: 0.998 - ETA: 5s - loss: 0.0194 - acc: 0.998 - ETA: 5s - loss: 0.0178 - acc: 0.998 - ETA: 5s - loss: 0.0165 - acc: 0.998 - ETA: 5s - loss: 0.0153 - acc: 0.998 - ETA: 5s - loss: 0.0144 - acc: 0.998 - ETA: 5s - 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acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 6s 833us/step - loss: 0.0138 - acc: 0.9987 - val_loss: 1.4520 - val_acc: 0.8431 Epoch 00339: val_loss did not improve from 0.55729 Epoch 340/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0035 - acc: 1.000 - ETA: 4s - loss: 7.9642e-04 - acc: 1.000 - ETA: 5s - loss: 5.3755e-04 - acc: 1.000 - ETA: 4s - loss: 6.1406e-04 - acc: 1.000 - ETA: 4s - loss: 4.6910e-04 - acc: 1.000 - ETA: 4s - loss: 4.2629e-04 - acc: 1.000 - ETA: 4s - loss: 3.7828e-04 - acc: 1.000 - ETA: 4s - loss: 3.9155e-04 - acc: 1.000 - ETA: 4s - loss: 3.4754e-04 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9986 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - 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acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 793us/step - loss: 0.0116 - acc: 0.9984 - val_loss: 1.3562 - val_acc: 0.8563 Epoch 00340: val_loss did not improve from 0.55729 Epoch 341/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0233e-07 - acc: 1.000 - ETA: 4s - loss: 4.7267e-07 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 1.0000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 792us/step - loss: 0.0108 - acc: 0.9987 - val_loss: 1.3416 - val_acc: 0.8467 Epoch 00341: val_loss did not improve from 0.55729 Epoch 342/2000 6680/6680 [==============================] - ETA: 6s - loss: 9.6795e-04 - acc: 1.000 - ETA: 5s - loss: 1.9484e-04 - acc: 1.000 - ETA: 5s - loss: 3.5636e-04 - acc: 1.000 - ETA: 5s - loss: 2.6789e-04 - acc: 1.000 - ETA: 4s - loss: 2.1549e-04 - acc: 1.000 - ETA: 4s - loss: 1.7322e-04 - acc: 1.000 - ETA: 4s - loss: 1.4501e-04 - acc: 1.000 - ETA: 4s - loss: 1.2664e-04 - acc: 1.000 - ETA: 4s - loss: 1.1442e-04 - acc: 1.000 - ETA: 4s - loss: 1.0189e-04 - acc: 1.000 - ETA: 4s - loss: 9.3644e-05 - acc: 1.000 - ETA: 4s - loss: 8.6972e-05 - acc: 1.000 - ETA: 4s - loss: 7.9693e-05 - acc: 1.000 - ETA: 4s - loss: 7.3746e-05 - acc: 1.000 - ETA: 4s - loss: 6.8370e-05 - acc: 1.000 - ETA: 4s - loss: 7.7768e-05 - acc: 1.000 - ETA: 4s - loss: 7.2862e-05 - acc: 1.000 - ETA: 4s - loss: 6.8435e-05 - acc: 1.000 - ETA: 4s - loss: 6.4807e-05 - acc: 1.000 - ETA: 4s - loss: 6.2114e-05 - acc: 1.000 - ETA: 3s - loss: 6.3460e-05 - acc: 1.000 - ETA: 3s - loss: 6.0679e-05 - acc: 1.000 - ETA: 3s - loss: 5.7888e-05 - acc: 1.000 - ETA: 3s - loss: 5.6732e-05 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 0.9995 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 792us/step - loss: 0.0141 - acc: 0.9979 - val_loss: 1.4003 - val_acc: 0.8455 Epoch 00342: val_loss did not improve from 0.55729 Epoch 343/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5348e-06 - acc: 1.000 - ETA: 4s - loss: 2.3327e-05 - acc: 1.000 - ETA: 5s - loss: 0.0765 - acc: 0.9937 - ETA: 4s - loss: 0.0523 - acc: 0.995 - ETA: 4s - loss: 0.0896 - acc: 0.993 - ETA: 4s - loss: 0.0716 - acc: 0.995 - ETA: 4s - loss: 0.0597 - acc: 0.995 - ETA: 4s - loss: 0.0532 - acc: 0.996 - ETA: 4s - loss: 0.0463 - acc: 0.996 - ETA: 4s - loss: 0.0422 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0342 - acc: 0.997 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0363 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0332 - acc: 0.997 - ETA: 3s - loss: 0.0363 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0338 - acc: 0.997 - ETA: 3s - loss: 0.0323 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 790us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.3734 - val_acc: 0.8539 Epoch 00343: val_loss did not improve from 0.55729 Epoch 344/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.1086 - acc: 0.991 - ETA: 4s - loss: 0.0815 - acc: 0.993 - ETA: 4s - loss: 0.0789 - acc: 0.990 - ETA: 4s - loss: 0.0657 - acc: 0.991 - ETA: 4s - loss: 0.0563 - acc: 0.992 - ETA: 4s - loss: 0.0514 - acc: 0.993 - ETA: 4s - loss: 0.0457 - acc: 0.994 - ETA: 4s - loss: 0.0410 - acc: 0.994 - ETA: 4s - loss: 0.0372 - acc: 0.995 - ETA: 4s - loss: 0.0348 - acc: 0.995 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0277 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.996 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - 5s 793us/step - loss: 0.0075 - acc: 0.9985 - val_loss: 1.4462 - val_acc: 0.8491 Epoch 00344: val_loss did not improve from 0.55729 Epoch 345/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.0829e-05 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2407e-04 - acc: 1.000 - ETA: 4s - loss: 8.5648e-04 - acc: 1.000 - ETA: 4s - loss: 7.8049e-04 - acc: 1.000 - ETA: 4s - loss: 7.1703e-04 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9991 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0026 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0024 - acc: 0.998 - ETA: 2s - loss: 0.0023 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0022 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0021 - acc: 0.998 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 2s - loss: 0.0029 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0028 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0027 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - 5s 800us/step - loss: 0.0076 - acc: 0.9985 - val_loss: 1.4386 - val_acc: 0.8443 Epoch 00345: val_loss did not improve from 0.55729 Epoch 346/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7911e-05 - acc: 1.000 - ETA: 5s - loss: 1.1758e-05 - acc: 1.000 - ETA: 5s - loss: 2.1835e-05 - acc: 1.000 - ETA: 5s - loss: 3.4352e-05 - acc: 1.000 - ETA: 4s - loss: 4.7835e-05 - acc: 1.000 - ETA: 4s - loss: 3.8447e-05 - acc: 1.000 - ETA: 4s - loss: 3.2715e-05 - acc: 1.000 - ETA: 4s - loss: 2.8103e-05 - acc: 1.000 - ETA: 4s - loss: 2.8252e-05 - acc: 1.000 - ETA: 4s - loss: 0.0030 - acc: 0.9985 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6857e-04 - acc: 0.999 - ETA: 3s - loss: 9.3515e-04 - acc: 0.999 - ETA: 3s - loss: 9.1399e-04 - acc: 0.999 - ETA: 3s - loss: 8.8405e-04 - acc: 0.999 - ETA: 3s - loss: 8.5661e-04 - acc: 0.999 - ETA: 3s - loss: 8.3046e-04 - acc: 0.999 - ETA: 3s - loss: 8.1349e-04 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.9989 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 799us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.3491 - val_acc: 0.8455 Epoch 00346: val_loss did not improve from 0.55729 Epoch 347/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0276e-04 - acc: 1.000 - ETA: 4s - loss: 8.6373e-05 - acc: 1.000 - ETA: 4s - loss: 5.8079e-05 - acc: 1.000 - ETA: 4s - loss: 4.6662e-05 - acc: 1.000 - ETA: 4s - loss: 3.6968e-05 - acc: 1.000 - ETA: 4s - loss: 3.0683e-05 - acc: 1.000 - ETA: 4s - loss: 2.5731e-05 - acc: 1.000 - ETA: 4s - loss: 2.3947e-05 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9984 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - 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acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 6s 851us/step - loss: 0.0121 - acc: 0.9984 - val_loss: 1.4452 - val_acc: 0.8467 Epoch 00348: val_loss did not improve from 0.55729 Epoch 349/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2929e-04 - acc: 1.000 - ETA: 5s - loss: 6.3167e-05 - acc: 1.000 - ETA: 5s - loss: 0.0106 - acc: 0.9929 - ETA: 5s - loss: 0.0495 - acc: 0.990 - ETA: 5s - loss: 0.0354 - acc: 0.992 - ETA: 5s - loss: 0.0778 - acc: 0.988 - ETA: 5s - loss: 0.0662 - acc: 0.990 - ETA: 5s - loss: 0.0575 - acc: 0.991 - ETA: 5s - loss: 0.0490 - acc: 0.992 - ETA: 4s - loss: 0.0441 - acc: 0.993 - ETA: 4s - loss: 0.0395 - acc: 0.994 - ETA: 4s - loss: 0.0363 - acc: 0.994 - ETA: 4s - loss: 0.0328 - acc: 0.995 - ETA: 4s - loss: 0.0305 - acc: 0.995 - 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acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 817us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.3203 - val_acc: 0.8575 Epoch 00350: val_loss did not improve from 0.55729 Epoch 351/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.5382e-05 - acc: 1.000 - ETA: 5s - loss: 8.0782e-06 - acc: 1.000 - ETA: 5s - loss: 6.3202e-06 - acc: 1.000 - ETA: 4s - loss: 7.8354e-06 - acc: 1.000 - ETA: 5s - loss: 8.1787e-06 - acc: 1.000 - ETA: 4s - loss: 1.5001e-05 - acc: 1.000 - ETA: 4s - loss: 1.2866e-05 - acc: 1.000 - ETA: 4s - loss: 1.1529e-05 - acc: 1.000 - ETA: 4s - loss: 0.0177 - acc: 0.9984 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - 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acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0135 - acc: 0.997 - ETA: 2s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0119 - acc: 0.997 - ETA: 0s - loss: 0.0118 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - ETA: 0s - loss: 0.0115 - acc: 0.997 - ETA: 0s - loss: 0.0114 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0116 - acc: 0.997 - 5s 798us/step - loss: 0.0115 - acc: 0.9978 - val_loss: 1.3109 - val_acc: 0.8527 Epoch 00351: val_loss did not improve from 0.55729 Epoch 352/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1530 - acc: 0.950 - ETA: 4s - loss: 0.0306 - acc: 0.990 - ETA: 5s - loss: 0.0191 - acc: 0.993 - ETA: 4s - loss: 0.0129 - acc: 0.995 - ETA: 4s - loss: 0.0476 - acc: 0.990 - ETA: 4s - loss: 0.0376 - acc: 0.992 - ETA: 4s - loss: 0.0664 - acc: 0.991 - ETA: 4s - loss: 0.0587 - acc: 0.992 - ETA: 4s - loss: 0.0509 - acc: 0.993 - ETA: 4s - loss: 0.0464 - acc: 0.993 - ETA: 4s - loss: 0.0435 - acc: 0.993 - ETA: 4s - loss: 0.0406 - acc: 0.992 - ETA: 4s - loss: 0.0370 - acc: 0.993 - ETA: 4s - loss: 0.0340 - acc: 0.993 - ETA: 4s - loss: 0.0320 - acc: 0.994 - ETA: 4s - loss: 0.0297 - acc: 0.994 - ETA: 4s - loss: 0.0412 - acc: 0.994 - ETA: 4s - loss: 0.0392 - acc: 0.994 - ETA: 4s - loss: 0.0369 - acc: 0.994 - ETA: 4s - loss: 0.0348 - acc: 0.995 - ETA: 3s - loss: 0.0330 - acc: 0.995 - ETA: 3s - loss: 0.0317 - acc: 0.995 - ETA: 3s - loss: 0.0302 - acc: 0.995 - ETA: 3s - loss: 0.0288 - acc: 0.995 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0307 - acc: 0.995 - ETA: 3s - loss: 0.0298 - acc: 0.995 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.996 - 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acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 793us/step - loss: 0.0121 - acc: 0.9982 - val_loss: 1.3161 - val_acc: 0.8491 Epoch 00352: val_loss did not improve from 0.55729 Epoch 353/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9221e-06 - acc: 1.000 - ETA: 5s - loss: 1.7859e-06 - acc: 1.000 - ETA: 5s - loss: 4.3995e-06 - acc: 1.000 - ETA: 4s - loss: 3.4126e-06 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0386 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0345 - acc: 0.997 - ETA: 3s - loss: 0.0333 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0305 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 794us/step - loss: 0.0146 - acc: 0.9988 - val_loss: 1.3598 - val_acc: 0.8503 Epoch 00353: val_loss did not improve from 0.55729 Epoch 354/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9058e-06 - acc: 1.000 - ETA: 5s - loss: 8.9333e-07 - acc: 1.000 - ETA: 5s - loss: 0.0456 - acc: 0.9937 - ETA: 4s - loss: 0.0304 - acc: 0.995 - ETA: 4s - loss: 0.0228 - acc: 0.996 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 794us/step - loss: 0.0112 - acc: 0.9985 - val_loss: 1.3795 - val_acc: 0.8587 Epoch 00354: val_loss did not improve from 0.55729 Epoch 355/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.9242e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-05 - acc: 1.000 - ETA: 5s - loss: 8.0358e-06 - acc: 1.000 - ETA: 4s - loss: 1.0705e-05 - acc: 1.000 - ETA: 4s - loss: 2.2444e-05 - acc: 1.000 - ETA: 4s - loss: 1.8462e-05 - acc: 1.000 - ETA: 4s - loss: 3.0512e-04 - acc: 1.000 - ETA: 4s - loss: 4.3593e-04 - acc: 1.000 - ETA: 4s - loss: 9.3207e-04 - acc: 1.000 - ETA: 4s - loss: 9.3434e-04 - acc: 1.000 - ETA: 4s - loss: 8.3744e-04 - acc: 1.000 - ETA: 4s - loss: 7.7631e-04 - acc: 1.000 - ETA: 4s - loss: 7.0834e-04 - acc: 1.000 - ETA: 4s - loss: 6.5193e-04 - acc: 1.000 - ETA: 4s - loss: 6.1447e-04 - acc: 1.000 - ETA: 4s - loss: 5.7143e-04 - acc: 1.000 - ETA: 4s - loss: 5.3339e-04 - acc: 1.000 - ETA: 4s - loss: 5.0139e-04 - acc: 1.000 - ETA: 4s - loss: 4.7901e-04 - acc: 1.000 - ETA: 4s - loss: 4.5203e-04 - acc: 1.000 - ETA: 3s - loss: 4.2797e-04 - acc: 1.000 - ETA: 3s - loss: 4.1276e-04 - acc: 1.000 - ETA: 3s - loss: 3.9351e-04 - acc: 1.000 - ETA: 3s - loss: 3.7965e-04 - acc: 1.000 - ETA: 3s - loss: 3.6298e-04 - acc: 1.000 - ETA: 3s - loss: 3.4738e-04 - acc: 1.000 - ETA: 3s - loss: 3.3310e-04 - acc: 1.000 - ETA: 3s - loss: 3.1991e-04 - acc: 1.000 - ETA: 3s - loss: 0.0039 - acc: 0.9995 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0019 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0018 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - 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acc: 1.000 - ETA: 4s - loss: 2.1894e-04 - acc: 1.000 - ETA: 4s - loss: 2.1511e-04 - acc: 1.000 - ETA: 4s - loss: 2.0370e-04 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.9993 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 795us/step - loss: 0.0102 - acc: 0.9988 - val_loss: 1.2867 - val_acc: 0.8395 Epoch 00356: val_loss did not improve from 0.55729 Epoch 357/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.8669e-06 - acc: 1.000 - ETA: 5s - loss: 0.0211 - acc: 0.9900 - ETA: 5s - loss: 0.0118 - acc: 0.994 - ETA: 4s - loss: 0.0082 - acc: 0.996 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.996 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 790us/step - loss: 0.0126 - acc: 0.9985 - val_loss: 1.3413 - val_acc: 0.8527 Epoch 00357: val_loss did not improve from 0.55729 Epoch 358/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9670e-04 - acc: 1.000 - ETA: 4s - loss: 6.3445e-05 - acc: 1.000 - ETA: 4s - loss: 4.0581e-05 - acc: 1.000 - ETA: 4s - loss: 7.8538e-04 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9969 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0359 - acc: 0.995 - ETA: 4s - loss: 0.0322 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.996 - 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acc: 0.997 - ETA: 2s - loss: 0.0192 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 791us/step - loss: 0.0138 - acc: 0.9981 - val_loss: 1.4418 - val_acc: 0.8431 Epoch 00358: val_loss did not improve from 0.55729 Epoch 359/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0283 - acc: 1.000 - ETA: 5s - loss: 0.0385 - acc: 0.990 - ETA: 5s - loss: 0.0214 - acc: 0.994 - ETA: 5s - loss: 0.0160 - acc: 0.995 - ETA: 4s - loss: 0.0120 - acc: 0.996 - ETA: 4s - loss: 0.0500 - acc: 0.995 - ETA: 4s - loss: 0.0429 - acc: 0.995 - ETA: 4s - loss: 0.0383 - acc: 0.996 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0470 - acc: 0.996 - ETA: 4s - loss: 0.0427 - acc: 0.996 - ETA: 4s - loss: 0.0390 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.996 - ETA: 4s - loss: 0.0401 - acc: 0.996 - ETA: 4s - loss: 0.0445 - acc: 0.995 - ETA: 4s - loss: 0.0416 - acc: 0.995 - ETA: 4s - loss: 0.0390 - acc: 0.996 - ETA: 4s - loss: 0.0368 - acc: 0.996 - ETA: 4s - loss: 0.0348 - acc: 0.996 - ETA: 3s - loss: 0.0336 - acc: 0.996 - ETA: 3s - loss: 0.0319 - acc: 0.996 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 791us/step - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4396 - val_acc: 0.8431 Epoch 00359: val_loss did not improve from 0.55729 Epoch 360/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.1127e-07 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 0.9900 - ETA: 5s - loss: 0.0087 - acc: 0.993 - ETA: 4s - loss: 0.0058 - acc: 0.995 - ETA: 4s - loss: 0.0047 - acc: 0.996 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9023e-04 - acc: 0.999 - ETA: 3s - loss: 9.5706e-04 - acc: 0.999 - ETA: 3s - loss: 9.2514e-04 - acc: 0.999 - ETA: 3s - loss: 9.0127e-04 - acc: 0.999 - ETA: 3s - loss: 8.7128e-04 - acc: 0.999 - ETA: 3s - loss: 8.4364e-04 - acc: 0.999 - ETA: 3s - loss: 8.6889e-04 - acc: 0.999 - ETA: 3s - loss: 8.4237e-04 - acc: 0.999 - ETA: 3s - loss: 8.4167e-04 - acc: 0.999 - ETA: 3s - loss: 8.3280e-04 - acc: 0.999 - ETA: 2s - loss: 8.2222e-04 - acc: 0.999 - ETA: 2s - loss: 8.0255e-04 - acc: 0.999 - ETA: 2s - loss: 7.8139e-04 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.9993 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 793us/step - loss: 0.0120 - acc: 0.9985 - val_loss: 1.3701 - val_acc: 0.8587 Epoch 00360: val_loss did not improve from 0.55729 Epoch 361/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6332e-06 - acc: 1.000 - ETA: 5s - loss: 5.7818e-06 - acc: 1.000 - ETA: 5s - loss: 1.0063e-04 - acc: 1.000 - ETA: 5s - loss: 7.4383e-05 - acc: 1.000 - ETA: 4s - loss: 5.4906e-05 - acc: 1.000 - ETA: 4s - loss: 2.9769e-04 - acc: 1.000 - ETA: 4s - loss: 2.4663e-04 - acc: 1.000 - ETA: 4s - loss: 2.1825e-04 - acc: 1.000 - ETA: 4s - loss: 1.8922e-04 - acc: 1.000 - ETA: 4s - loss: 1.6740e-04 - acc: 1.000 - ETA: 4s - loss: 1.5012e-04 - acc: 1.000 - ETA: 4s - loss: 1.3583e-04 - acc: 1.000 - ETA: 4s - loss: 1.2651e-04 - acc: 1.000 - ETA: 4s - loss: 1.2415e-04 - acc: 1.000 - ETA: 4s - loss: 1.1641e-04 - acc: 1.000 - ETA: 4s - loss: 1.0882e-04 - acc: 1.000 - ETA: 4s - loss: 1.0375e-04 - acc: 1.000 - ETA: 4s - loss: 1.0056e-04 - acc: 1.000 - ETA: 4s - loss: 8.4008e-04 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.9986 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.997 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 795us/step - loss: 0.0121 - acc: 0.9987 - val_loss: 1.3826 - val_acc: 0.8491 Epoch 00361: val_loss did not improve from 0.55729 Epoch 362/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 4.6552e-07 - acc: 1.000 - ETA: 5s - loss: 5.6724e-07 - acc: 1.000 - ETA: 4s - loss: 9.0715e-07 - acc: 1.000 - ETA: 4s - loss: 8.9055e-07 - acc: 1.000 - ETA: 4s - loss: 9.8588e-07 - acc: 1.000 - ETA: 4s - loss: 1.2705e-06 - acc: 1.000 - ETA: 4s - loss: 1.0260e-04 - acc: 1.000 - ETA: 4s - loss: 0.0452 - acc: 0.9968 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0414 - acc: 0.996 - ETA: 4s - loss: 0.0385 - acc: 0.996 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0323 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 792us/step - loss: 0.0122 - acc: 0.9984 - val_loss: 1.3091 - val_acc: 0.8515 Epoch 00362: val_loss did not improve from 0.55729 Epoch 363/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 4.5322e-06 - acc: 1.000 - ETA: 5s - loss: 9.4985e-06 - acc: 1.000 - ETA: 4s - loss: 9.8135e-06 - acc: 1.000 - ETA: 4s - loss: 4.5234e-05 - acc: 1.000 - ETA: 4s - loss: 4.0395e-05 - acc: 1.000 - ETA: 4s - loss: 3.5234e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9981 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - 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acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 793us/step - loss: 0.0125 - acc: 0.9985 - val_loss: 1.3450 - val_acc: 0.8527 Epoch 00363: val_loss did not improve from 0.55729 Epoch 364/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6360e-06 - acc: 1.000 - ETA: 4s - loss: 1.0264e-06 - acc: 1.000 - ETA: 4s - loss: 1.5948e-06 - acc: 1.000 - ETA: 4s - loss: 1.3031e-06 - acc: 1.000 - ETA: 4s - loss: 5.4713e-06 - acc: 1.000 - ETA: 4s - loss: 4.6889e-06 - acc: 1.000 - ETA: 4s - loss: 1.0163e-04 - acc: 1.000 - ETA: 4s - loss: 9.3629e-05 - acc: 1.000 - ETA: 4s - loss: 1.5724e-04 - acc: 1.000 - ETA: 4s - loss: 1.4631e-04 - acc: 1.000 - ETA: 4s - loss: 1.3213e-04 - acc: 1.000 - ETA: 4s - loss: 1.1995e-04 - acc: 1.000 - ETA: 4s - loss: 1.0977e-04 - acc: 1.000 - ETA: 4s - loss: 1.0381e-04 - acc: 1.000 - ETA: 4s - loss: 9.6387e-05 - acc: 1.000 - ETA: 4s - loss: 8.9768e-05 - acc: 1.000 - ETA: 4s - loss: 8.4117e-05 - acc: 1.000 - ETA: 4s - loss: 8.0277e-05 - acc: 1.000 - ETA: 4s - loss: 7.5803e-05 - acc: 1.000 - ETA: 3s - loss: 7.1988e-05 - acc: 1.000 - ETA: 3s - loss: 6.8271e-05 - acc: 1.000 - ETA: 3s - loss: 6.5737e-05 - acc: 1.000 - ETA: 3s - loss: 6.3208e-05 - acc: 1.000 - ETA: 3s - loss: 6.1044e-05 - acc: 1.000 - ETA: 3s - loss: 6.0638e-05 - acc: 1.000 - ETA: 3s - loss: 5.8404e-05 - acc: 1.000 - ETA: 3s - loss: 5.6166e-05 - acc: 1.000 - ETA: 3s - loss: 5.4128e-05 - acc: 1.000 - ETA: 3s - loss: 0.0043 - acc: 0.9995 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 792us/step - loss: 0.0099 - acc: 0.9988 - val_loss: 1.3897 - val_acc: 0.8479 Epoch 00364: val_loss did not improve from 0.55729 Epoch 365/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 5.9924e-06 - acc: 1.000 - ETA: 5s - loss: 0.0750 - acc: 0.9937 - ETA: 4s - loss: 0.0500 - acc: 0.995 - ETA: 4s - loss: 0.0375 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0611 - acc: 0.995 - ETA: 4s - loss: 0.0541 - acc: 0.996 - ETA: 4s - loss: 0.0470 - acc: 0.996 - 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ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 793us/step - loss: 0.0137 - acc: 0.9981 - val_loss: 1.4218 - val_acc: 0.8491 Epoch 00365: val_loss did not improve from 0.55729 Epoch 366/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.6981 - acc: 0.950 - ETA: 5s - loss: 0.1752 - acc: 0.987 - ETA: 5s - loss: 0.0878 - acc: 0.993 - ETA: 5s - loss: 0.0639 - acc: 0.995 - ETA: 4s - loss: 0.0469 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 796us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.3035 - val_acc: 0.8575 Epoch 00366: val_loss did not improve from 0.55729 Epoch 367/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.0785e-04 - acc: 1.000 - ETA: 5s - loss: 0.1109 - acc: 0.9900 - ETA: 5s - loss: 0.0616 - acc: 0.994 - ETA: 5s - loss: 0.0463 - acc: 0.995 - ETA: 5s - loss: 0.0370 - acc: 0.996 - ETA: 5s - loss: 0.0310 - acc: 0.997 - ETA: 5s - loss: 0.0381 - acc: 0.995 - ETA: 5s - loss: 0.0337 - acc: 0.995 - ETA: 5s - loss: 0.0299 - acc: 0.996 - ETA: 5s - loss: 0.0538 - acc: 0.995 - ETA: 5s - loss: 0.0490 - acc: 0.995 - ETA: 4s - loss: 0.0437 - acc: 0.995 - ETA: 4s - loss: 0.0404 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0330 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0171 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0173 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0140 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0137 - acc: 0.997 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.997 - 5s 818us/step - loss: 0.0139 - acc: 0.9979 - val_loss: 1.3134 - val_acc: 0.8575 Epoch 00367: val_loss did not improve from 0.55729 Epoch 368/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3212e-04 - acc: 1.000 - ETA: 5s - loss: 6.0118e-05 - acc: 1.000 - ETA: 5s - loss: 0.0903 - acc: 0.9944 - ETA: 5s - loss: 0.0678 - acc: 0.995 - ETA: 5s - loss: 0.0508 - acc: 0.996 - ETA: 4s - loss: 0.0407 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0568 - acc: 0.996 - ETA: 4s - loss: 0.0497 - acc: 0.996 - ETA: 4s - loss: 0.0442 - acc: 0.997 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 800us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.2904 - val_acc: 0.8515 Epoch 00368: val_loss did not improve from 0.55729 Epoch 369/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0558 - acc: 0.950 - ETA: 4s - loss: 0.0119 - acc: 0.990 - ETA: 4s - loss: 0.0066 - acc: 0.994 - ETA: 4s - loss: 0.0050 - acc: 0.995 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 796us/step - loss: 0.0096 - acc: 0.9984 - val_loss: 1.3658 - val_acc: 0.8479 Epoch 00369: val_loss did not improve from 0.55729 Epoch 370/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0994e-07 - acc: 1.000 - ETA: 5s - loss: 2.9670e-06 - acc: 1.000 - ETA: 5s - loss: 2.7268e-04 - acc: 1.000 - ETA: 4s - loss: 1.8495e-04 - acc: 1.000 - ETA: 4s - loss: 6.1556e-04 - acc: 1.000 - ETA: 4s - loss: 4.8789e-04 - acc: 1.000 - ETA: 4s - loss: 4.0602e-04 - acc: 1.000 - ETA: 4s - loss: 3.7847e-04 - acc: 1.000 - ETA: 4s - loss: 3.4955e-04 - acc: 1.000 - ETA: 4s - loss: 3.0881e-04 - acc: 1.000 - ETA: 4s - loss: 2.7940e-04 - acc: 1.000 - ETA: 4s - loss: 2.5900e-04 - acc: 1.000 - ETA: 4s - loss: 2.9803e-04 - acc: 1.000 - ETA: 4s - loss: 2.7978e-04 - acc: 1.000 - ETA: 4s - loss: 2.5851e-04 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9991 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - 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acc: 0.997 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.997 - ETA: 1s - loss: 0.0112 - acc: 0.997 - ETA: 1s - loss: 0.0110 - acc: 0.997 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - 5s 795us/step - loss: 0.0088 - acc: 0.9985 - val_loss: 1.3173 - val_acc: 0.8467 Epoch 00370: val_loss did not improve from 0.55729 Epoch 371/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6495e-06 - acc: 1.000 - ETA: 5s - loss: 2.9223e-05 - acc: 1.000 - ETA: 5s - loss: 4.5923e-05 - acc: 1.000 - ETA: 4s - loss: 3.5215e-05 - acc: 1.000 - ETA: 4s - loss: 2.8512e-05 - acc: 1.000 - ETA: 4s - loss: 2.2690e-05 - acc: 1.000 - ETA: 4s - loss: 1.1014e-04 - acc: 1.000 - ETA: 4s - loss: 1.0058e-04 - acc: 1.000 - ETA: 4s - loss: 8.7825e-05 - acc: 1.000 - ETA: 4s - loss: 7.9861e-05 - acc: 1.000 - ETA: 4s - loss: 7.1365e-05 - acc: 1.000 - ETA: 4s - loss: 6.5009e-05 - acc: 1.000 - ETA: 4s - loss: 2.8010e-04 - acc: 1.000 - ETA: 4s - loss: 2.6287e-04 - acc: 1.000 - ETA: 4s - loss: 2.4284e-04 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9991 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 794us/step - loss: 0.0112 - acc: 0.9987 - val_loss: 1.3768 - val_acc: 0.8599 Epoch 00371: val_loss did not improve from 0.55729 Epoch 372/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 7.0616e-05 - acc: 1.000 - ETA: 5s - loss: 3.8860e-05 - acc: 1.000 - ETA: 5s - loss: 2.8349e-05 - acc: 1.000 - ETA: 4s - loss: 2.1590e-05 - acc: 1.000 - ETA: 4s - loss: 1.7125e-05 - acc: 1.000 - ETA: 4s - loss: 1.4257e-05 - acc: 1.000 - ETA: 4s - loss: 1.2629e-05 - acc: 1.000 - ETA: 4s - loss: 1.2096e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9985 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.0570e-04 - acc: 0.998 - ETA: 4s - loss: 8.2534e-04 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.9980 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.996 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9987 - val_loss: 1.3305 - val_acc: 0.8611 Epoch 00372: val_loss did not improve from 0.55729 Epoch 373/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 0.0057 - acc: 1.0000 - ETA: 5s - loss: 0.0061 - acc: 1.000 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - 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ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 794us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.3251 - val_acc: 0.8575 Epoch 00373: val_loss did not improve from 0.55729 Epoch 374/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.0031 - acc: 1.0000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.6388e-04 - acc: 1.000 - ETA: 4s - loss: 8.1961e-04 - acc: 1.000 - ETA: 4s - loss: 6.8741e-04 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9982 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0104 - 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acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 798us/step - loss: 0.0152 - acc: 0.9982 - val_loss: 1.3625 - val_acc: 0.8527 Epoch 00374: val_loss did not improve from 0.55729 Epoch 375/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.2648e-06 - acc: 1.000 - ETA: 4s - loss: 2.0559e-06 - acc: 1.000 - ETA: 5s - loss: 1.6877e-05 - acc: 1.000 - ETA: 4s - loss: 1.1501e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3428e-04 - acc: 1.000 - ETA: 4s - loss: 8.7060e-04 - acc: 1.000 - ETA: 4s - loss: 7.9826e-04 - acc: 1.000 - ETA: 4s - loss: 7.3914e-04 - acc: 1.000 - ETA: 4s - loss: 7.0337e-04 - acc: 1.000 - ETA: 4s - loss: 7.3373e-04 - acc: 1.000 - ETA: 4s - loss: 7.0260e-04 - acc: 1.000 - ETA: 4s - loss: 6.7425e-04 - acc: 1.000 - ETA: 4s - loss: 6.3594e-04 - acc: 1.000 - ETA: 4s - loss: 6.1065e-04 - acc: 1.000 - ETA: 3s - loss: 5.7916e-04 - acc: 1.000 - ETA: 3s - loss: 5.5924e-04 - acc: 1.000 - ETA: 3s - loss: 5.3264e-04 - acc: 1.000 - ETA: 3s - loss: 0.0033 - acc: 0.9994 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.997 - ETA: 2s - loss: 0.0124 - acc: 0.997 - ETA: 2s - loss: 0.0121 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0158 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 807us/step - loss: 0.0106 - acc: 0.9985 - val_loss: 1.4147 - val_acc: 0.8515 Epoch 00375: val_loss did not improve from 0.55729 Epoch 376/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 0.0410 - acc: 0.9875 - ETA: 5s - loss: 0.0210 - acc: 0.993 - ETA: 5s - loss: 0.0153 - acc: 0.995 - ETA: 4s - loss: 0.0112 - acc: 0.996 - 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acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.997 - ETA: 2s - loss: 0.0123 - acc: 0.997 - ETA: 2s - loss: 0.0119 - acc: 0.997 - ETA: 2s - loss: 0.0117 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - 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acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.997 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 822us/step - loss: 0.0105 - acc: 0.9981 - val_loss: 1.2603 - val_acc: 0.8575 Epoch 00376: val_loss did not improve from 0.55729 Epoch 377/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 7.4077e-04 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 5s - loss: 7.6530e-04 - acc: 1.000 - ETA: 5s - loss: 5.6229e-04 - acc: 1.000 - ETA: 5s - loss: 0.0108 - acc: 0.9972 - ETA: 5s - loss: 0.0102 - acc: 0.997 - ETA: 5s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 819us/step - loss: 0.0123 - acc: 0.9985 - val_loss: 1.3275 - val_acc: 0.8635 Epoch 00377: val_loss did not improve from 0.55729 Epoch 378/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 2.1220e-06 - acc: 1.000 - ETA: 5s - loss: 5.0457e-06 - acc: 1.000 - ETA: 5s - loss: 7.0509e-06 - acc: 1.000 - ETA: 5s - loss: 1.9788e-05 - acc: 1.000 - ETA: 4s - loss: 1.6097e-05 - acc: 1.000 - ETA: 4s - loss: 1.4226e-05 - acc: 1.000 - ETA: 4s - loss: 1.2345e-05 - acc: 1.000 - ETA: 4s - loss: 2.0536e-05 - acc: 1.000 - ETA: 4s - loss: 2.1175e-05 - acc: 1.000 - ETA: 4s - loss: 0.0073 - acc: 0.9987 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 815us/step - loss: 0.0102 - acc: 0.9984 - val_loss: 1.3103 - val_acc: 0.8539 Epoch 00378: val_loss did not improve from 0.55729 Epoch 379/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.8520e-07 - acc: 1.000 - ETA: 5s - loss: 5.5613e-06 - acc: 1.000 - ETA: 5s - loss: 7.2039e-06 - acc: 1.000 - ETA: 4s - loss: 5.3614e-06 - acc: 1.000 - ETA: 4s - loss: 4.2761e-06 - acc: 1.000 - ETA: 4s - loss: 3.1985e-05 - acc: 1.000 - ETA: 4s - loss: 2.8277e-05 - acc: 1.000 - ETA: 4s - loss: 3.1345e-05 - acc: 1.000 - ETA: 4s - loss: 2.7689e-05 - acc: 1.000 - ETA: 4s - loss: 2.6148e-05 - acc: 1.000 - ETA: 4s - loss: 2.3880e-05 - acc: 1.000 - ETA: 4s - loss: 2.2273e-05 - acc: 1.000 - ETA: 4s - loss: 2.0489e-05 - acc: 1.000 - ETA: 4s - loss: 9.6747e-05 - acc: 1.000 - ETA: 4s - loss: 8.9751e-05 - acc: 1.000 - ETA: 4s - loss: 8.5141e-05 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9992 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 797us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.4024 - val_acc: 0.8551 Epoch 00379: val_loss did not improve from 0.55729 Epoch 380/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0191 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4707e-04 - acc: 1.000 - ETA: 4s - loss: 8.6636e-04 - acc: 1.000 - ETA: 4s - loss: 7.6950e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.5511e-04 - acc: 1.000 - ETA: 4s - loss: 8.8573e-04 - acc: 1.000 - ETA: 4s - loss: 8.4049e-04 - acc: 1.000 - ETA: 4s - loss: 7.9445e-04 - acc: 1.000 - ETA: 4s - loss: 7.4631e-04 - acc: 1.000 - ETA: 4s - loss: 7.1388e-04 - acc: 1.000 - ETA: 3s - loss: 6.7494e-04 - acc: 1.000 - ETA: 3s - loss: 6.4058e-04 - acc: 1.000 - ETA: 3s - loss: 6.0960e-04 - acc: 1.000 - ETA: 3s - loss: 5.9734e-04 - acc: 1.000 - ETA: 3s - loss: 5.7701e-04 - acc: 1.000 - ETA: 3s - loss: 5.5255e-04 - acc: 1.000 - ETA: 3s - loss: 5.3745e-04 - acc: 1.000 - ETA: 3s - loss: 5.1603e-04 - acc: 1.000 - ETA: 3s - loss: 4.9620e-04 - acc: 1.000 - ETA: 3s - loss: 4.8381e-04 - acc: 1.000 - ETA: 3s - loss: 4.6641e-04 - acc: 1.000 - ETA: 3s - loss: 4.7828e-04 - acc: 1.000 - ETA: 3s - loss: 4.6612e-04 - acc: 1.000 - ETA: 3s - loss: 4.5117e-04 - acc: 1.000 - ETA: 3s - loss: 4.4826e-04 - acc: 1.000 - ETA: 3s - loss: 4.3439e-04 - acc: 1.000 - ETA: 3s - loss: 4.3249e-04 - acc: 1.000 - ETA: 3s - loss: 4.2303e-04 - acc: 1.000 - ETA: 2s - loss: 4.1164e-04 - acc: 1.000 - ETA: 2s - loss: 4.0301e-04 - acc: 1.000 - ETA: 2s - loss: 3.9596e-04 - acc: 1.000 - ETA: 2s - loss: 3.8578e-04 - acc: 1.000 - ETA: 2s - loss: 3.7827e-04 - acc: 1.000 - ETA: 2s - loss: 5.6273e-04 - acc: 1.000 - ETA: 2s - loss: 5.7261e-04 - acc: 1.000 - ETA: 2s - loss: 5.6221e-04 - acc: 1.000 - ETA: 2s - loss: 5.4909e-04 - acc: 1.000 - ETA: 2s - loss: 6.5019e-04 - acc: 1.000 - ETA: 2s - loss: 0.0041 - acc: 0.9994 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - 5s 797us/step - loss: 0.0058 - acc: 0.9988 - val_loss: 1.3501 - val_acc: 0.8527 Epoch 00380: val_loss did not improve from 0.55729 Epoch 381/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 2.7122e-06 - acc: 1.000 - ETA: 5s - loss: 4.1069e-06 - acc: 1.000 - ETA: 4s - loss: 2.9630e-06 - acc: 1.000 - ETA: 4s - loss: 5.5239e-06 - acc: 1.000 - ETA: 4s - loss: 4.5293e-06 - acc: 1.000 - ETA: 4s - loss: 3.9708e-06 - acc: 1.000 - ETA: 4s - loss: 4.1941e-06 - acc: 1.000 - ETA: 4s - loss: 3.9627e-06 - acc: 1.000 - ETA: 4s - loss: 3.5074e-06 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - 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ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 843us/step - loss: 0.0122 - acc: 0.9985 - val_loss: 1.3504 - val_acc: 0.8527 Epoch 00381: val_loss did not improve from 0.55729 Epoch 382/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.6583e-06 - acc: 1.000 - ETA: 5s - loss: 1.2384e-05 - acc: 1.000 - ETA: 5s - loss: 1.2915e-05 - acc: 1.000 - ETA: 5s - loss: 1.3291e-05 - acc: 1.000 - ETA: 5s - loss: 1.0719e-05 - acc: 1.000 - ETA: 5s - loss: 1.1660e-05 - acc: 1.000 - ETA: 5s - loss: 1.1067e-05 - acc: 1.000 - ETA: 5s - loss: 1.5674e-05 - acc: 1.000 - ETA: 5s - loss: 1.6779e-05 - acc: 1.000 - ETA: 5s - loss: 3.9547e-05 - acc: 1.000 - ETA: 4s - loss: 3.5056e-05 - acc: 1.000 - ETA: 4s - loss: 3.3268e-05 - acc: 1.000 - ETA: 4s - loss: 3.3128e-05 - acc: 1.000 - ETA: 4s - loss: 3.0957e-05 - acc: 1.000 - ETA: 4s - loss: 2.8960e-05 - acc: 1.000 - ETA: 4s - loss: 2.7237e-05 - acc: 1.000 - ETA: 4s - loss: 2.6181e-05 - acc: 1.000 - ETA: 4s - loss: 2.4863e-05 - acc: 1.000 - ETA: 4s - loss: 2.4293e-05 - acc: 1.000 - ETA: 4s - loss: 2.5894e-05 - acc: 1.000 - ETA: 4s - loss: 2.5779e-05 - acc: 1.000 - ETA: 4s - loss: 2.4717e-05 - acc: 1.000 - ETA: 4s - loss: 2.3745e-05 - acc: 1.000 - ETA: 4s - loss: 2.6282e-05 - acc: 1.000 - ETA: 4s - loss: 2.5016e-05 - acc: 1.000 - ETA: 4s - 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acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 913us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.3626 - val_acc: 0.8491 Epoch 00383: val_loss did not improve from 0.55729 Epoch 384/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.7023e-07 - acc: 1.000 - ETA: 6s - loss: 5.3943e-07 - acc: 1.000 - ETA: 5s - loss: 3.8843e-05 - acc: 1.000 - ETA: 5s - loss: 2.8758e-05 - acc: 1.000 - ETA: 5s - loss: 2.2206e-05 - acc: 1.000 - ETA: 5s - loss: 1.9375e-05 - acc: 1.000 - ETA: 5s - loss: 1.6356e-05 - acc: 1.000 - ETA: 5s - loss: 1.4174e-05 - acc: 1.000 - ETA: 5s - loss: 1.1738e-04 - acc: 1.000 - ETA: 5s - loss: 1.0534e-04 - acc: 1.000 - ETA: 5s - loss: 9.5179e-05 - acc: 1.000 - ETA: 5s - loss: 1.3220e-04 - acc: 1.000 - ETA: 5s - loss: 1.2149e-04 - acc: 1.000 - ETA: 5s - loss: 1.1243e-04 - acc: 1.000 - ETA: 5s - loss: 1.0602e-04 - acc: 1.000 - ETA: 5s - loss: 9.9136e-05 - acc: 1.000 - ETA: 5s - loss: 1.2705e-04 - acc: 1.000 - ETA: 4s - loss: 1.1976e-04 - acc: 1.000 - ETA: 4s - loss: 1.4900e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9991 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 6s 825us/step - loss: 0.0105 - acc: 0.9987 - val_loss: 1.4036 - val_acc: 0.8563 Epoch 00384: val_loss did not improve from 0.55729 Epoch 385/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0190e-06 - acc: 1.000 - ETA: 5s - loss: 2.8144e-04 - acc: 1.000 - ETA: 5s - loss: 2.8986e-04 - acc: 1.000 - ETA: 4s - loss: 2.9733e-04 - acc: 1.000 - ETA: 4s - loss: 2.2317e-04 - acc: 1.000 - ETA: 4s - loss: 1.9249e-04 - acc: 1.000 - ETA: 4s - loss: 1.5917e-04 - acc: 1.000 - ETA: 4s - loss: 1.4147e-04 - acc: 1.000 - ETA: 4s - loss: 1.7101e-04 - acc: 1.000 - ETA: 4s - loss: 1.6059e-04 - acc: 1.000 - ETA: 4s - loss: 1.4300e-04 - acc: 1.000 - ETA: 4s - loss: 1.2918e-04 - acc: 1.000 - ETA: 4s - loss: 1.2189e-04 - acc: 1.000 - ETA: 4s - loss: 1.1470e-04 - acc: 1.000 - ETA: 4s - loss: 1.0588e-04 - acc: 1.000 - ETA: 4s - loss: 9.8276e-05 - acc: 1.000 - ETA: 4s - loss: 9.9146e-05 - acc: 1.000 - ETA: 4s - loss: 9.4429e-05 - acc: 1.000 - ETA: 4s - loss: 0.0123 - acc: 0.9992 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 797us/step - loss: 0.0142 - acc: 0.9985 - val_loss: 1.3173 - val_acc: 0.8527 Epoch 00385: val_loss did not improve from 0.55729 Epoch 386/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.0068e-07 - acc: 1.000 - ETA: 5s - loss: 1.8156e-06 - acc: 1.000 - ETA: 5s - loss: 4.2822e-05 - acc: 1.000 - ETA: 5s - loss: 0.0607 - acc: 0.9917 - ETA: 4s - loss: 0.0458 - acc: 0.993 - ETA: 4s - loss: 0.0385 - acc: 0.994 - ETA: 4s - loss: 0.0669 - acc: 0.993 - ETA: 4s - loss: 0.0592 - acc: 0.994 - ETA: 4s - loss: 0.0513 - acc: 0.995 - ETA: 4s - loss: 0.0453 - acc: 0.995 - ETA: 4s - loss: 0.0416 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0346 - acc: 0.996 - ETA: 4s - loss: 0.0318 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 795us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.2818 - val_acc: 0.8575 Epoch 00386: val_loss did not improve from 0.55729 Epoch 387/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.6181e-06 - acc: 1.000 - ETA: 5s - loss: 7.5337e-06 - acc: 1.000 - ETA: 5s - loss: 4.3808e-06 - acc: 1.000 - ETA: 5s - loss: 1.1857e-05 - acc: 1.000 - ETA: 4s - loss: 8.9421e-06 - acc: 1.000 - ETA: 4s - loss: 9.1214e-06 - acc: 1.000 - ETA: 4s - loss: 7.9953e-06 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9982 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 794us/step - loss: 0.0136 - acc: 0.9987 - val_loss: 1.3505 - val_acc: 0.8587 Epoch 00387: val_loss did not improve from 0.55729 Epoch 388/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 3.9563e-07 - acc: 1.000 - ETA: 5s - loss: 8.0615e-06 - acc: 1.000 - ETA: 5s - loss: 7.6903e-06 - acc: 1.000 - ETA: 4s - loss: 5.8992e-06 - acc: 1.000 - ETA: 4s - loss: 4.6974e-06 - acc: 1.000 - ETA: 4s - loss: 4.0773e-06 - acc: 1.000 - ETA: 4s - loss: 3.4692e-06 - acc: 1.000 - ETA: 4s - loss: 3.0593e-06 - acc: 1.000 - ETA: 4s - loss: 2.7963e-06 - acc: 1.000 - ETA: 4s - loss: 2.8988e-06 - acc: 1.000 - ETA: 4s - loss: 2.7110e-06 - acc: 1.000 - ETA: 4s - loss: 2.6360e-06 - acc: 1.000 - ETA: 4s - loss: 2.4231e-06 - acc: 1.000 - ETA: 4s - loss: 2.2441e-06 - acc: 1.000 - ETA: 4s - loss: 2.1277e-06 - acc: 1.000 - ETA: 4s - loss: 2.2924e-06 - acc: 1.000 - ETA: 4s - loss: 2.1641e-06 - acc: 1.000 - ETA: 4s - loss: 2.0742e-06 - acc: 1.000 - ETA: 4s - loss: 2.0147e-06 - acc: 1.000 - ETA: 4s - loss: 1.9208e-06 - acc: 1.000 - ETA: 3s - loss: 1.8886e-06 - acc: 1.000 - ETA: 3s - loss: 0.0101 - acc: 0.9994 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 795us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.4233 - val_acc: 0.8551 Epoch 00388: val_loss did not improve from 0.55729 Epoch 389/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.1889e-07 - acc: 1.000 - ETA: 5s - loss: 4.6880e-06 - acc: 1.000 - ETA: 5s - loss: 5.1187e-06 - acc: 1.000 - ETA: 4s - loss: 3.7255e-06 - acc: 1.000 - ETA: 5s - loss: 3.0918e-06 - acc: 1.000 - ETA: 4s - loss: 7.1236e-06 - acc: 1.000 - ETA: 4s - loss: 5.9768e-06 - acc: 1.000 - ETA: 4s - loss: 9.1898e-06 - acc: 1.000 - ETA: 4s - loss: 8.4384e-06 - acc: 1.000 - ETA: 4s - loss: 8.7543e-06 - acc: 1.000 - ETA: 4s - loss: 7.8797e-06 - acc: 1.000 - ETA: 4s - loss: 7.4701e-06 - acc: 1.000 - ETA: 4s - loss: 6.9210e-06 - acc: 1.000 - ETA: 4s - loss: 9.6645e-06 - acc: 1.000 - ETA: 4s - loss: 1.2797e-05 - acc: 1.000 - ETA: 4s - loss: 1.2000e-05 - acc: 1.000 - ETA: 4s - loss: 1.2179e-05 - acc: 1.000 - ETA: 4s - loss: 1.1580e-05 - acc: 1.000 - ETA: 4s - loss: 1.9671e-05 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9993 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 796us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.3468 - val_acc: 0.8587 Epoch 00389: val_loss did not improve from 0.55729 Epoch 390/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1501e-04 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.0000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.4609e-04 - acc: 1.000 - ETA: 4s - loss: 7.5233e-04 - acc: 1.000 - ETA: 4s - loss: 7.0526e-04 - acc: 1.000 - ETA: 4s - loss: 6.2723e-04 - acc: 1.000 - ETA: 4s - loss: 5.7781e-04 - acc: 1.000 - ETA: 4s - loss: 5.2317e-04 - acc: 1.000 - ETA: 4s - loss: 4.7800e-04 - acc: 1.000 - ETA: 4s - loss: 4.4361e-04 - acc: 1.000 - ETA: 4s - loss: 4.1851e-04 - acc: 1.000 - ETA: 4s - loss: 4.6417e-04 - acc: 1.000 - ETA: 4s - loss: 4.4094e-04 - acc: 1.000 - ETA: 4s - loss: 4.2085e-04 - acc: 1.000 - ETA: 4s - loss: 3.9571e-04 - acc: 1.000 - ETA: 4s - loss: 3.7365e-04 - acc: 1.000 - ETA: 4s - loss: 3.5356e-04 - acc: 1.000 - ETA: 3s - loss: 5.2840e-04 - acc: 1.000 - ETA: 3s - loss: 5.2720e-04 - acc: 1.000 - ETA: 3s - loss: 5.0277e-04 - acc: 1.000 - ETA: 3s - loss: 4.8161e-04 - acc: 1.000 - ETA: 3s - loss: 4.6120e-04 - acc: 1.000 - ETA: 3s - loss: 4.4238e-04 - acc: 1.000 - ETA: 3s - loss: 4.3056e-04 - acc: 1.000 - ETA: 3s - loss: 4.1529e-04 - acc: 1.000 - ETA: 3s - loss: 4.0021e-04 - acc: 1.000 - ETA: 3s - loss: 3.9400e-04 - acc: 1.000 - ETA: 3s - loss: 3.8385e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9996 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8649e-04 - acc: 0.999 - ETA: 2s - loss: 9.6668e-04 - acc: 0.999 - ETA: 2s - loss: 9.4765e-04 - acc: 0.999 - ETA: 1s - loss: 9.2934e-04 - acc: 0.999 - ETA: 1s - loss: 9.1173e-04 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.9995 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 798us/step - loss: 0.0141 - acc: 0.9982 - val_loss: 1.3339 - val_acc: 0.8467 Epoch 00390: val_loss did not improve from 0.55729 Epoch 391/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5002e-04 - acc: 1.000 - ETA: 5s - loss: 1.1113e-04 - acc: 1.000 - ETA: 5s - loss: 7.2844e-05 - acc: 1.000 - ETA: 4s - loss: 7.6410e-05 - acc: 1.000 - ETA: 4s - loss: 6.8801e-05 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9974 - ETA: 4s - loss: 0.0109 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 2s - loss: 0.0260 - acc: 0.997 - ETA: 2s - loss: 0.0253 - acc: 0.997 - ETA: 2s - loss: 0.0246 - acc: 0.997 - ETA: 2s - loss: 0.0256 - acc: 0.997 - ETA: 2s - loss: 0.0250 - acc: 0.997 - ETA: 2s - loss: 0.0244 - acc: 0.997 - ETA: 2s - loss: 0.0239 - acc: 0.997 - ETA: 2s - loss: 0.0243 - acc: 0.997 - ETA: 2s - loss: 0.0239 - acc: 0.997 - ETA: 2s - loss: 0.0233 - acc: 0.997 - ETA: 2s - loss: 0.0269 - acc: 0.997 - ETA: 2s - loss: 0.0263 - acc: 0.997 - ETA: 2s - loss: 0.0259 - acc: 0.997 - ETA: 2s - loss: 0.0253 - acc: 0.997 - ETA: 2s - loss: 0.0248 - acc: 0.997 - ETA: 2s - loss: 0.0243 - acc: 0.997 - ETA: 2s - loss: 0.0238 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.997 - ETA: 1s - loss: 0.0230 - acc: 0.997 - ETA: 1s - loss: 0.0226 - acc: 0.997 - ETA: 1s - loss: 0.0223 - acc: 0.997 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 1s - loss: 0.0215 - acc: 0.997 - ETA: 1s - loss: 0.0211 - acc: 0.997 - ETA: 1s - loss: 0.0208 - acc: 0.997 - ETA: 1s - loss: 0.0205 - acc: 0.997 - ETA: 1s - loss: 0.0201 - acc: 0.997 - ETA: 1s - loss: 0.0199 - acc: 0.997 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - 5s 794us/step - loss: 0.0169 - acc: 0.9982 - val_loss: 1.3608 - val_acc: 0.8503 Epoch 00391: val_loss did not improve from 0.55729 Epoch 392/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0258 - acc: 1.000 - ETA: 5s - loss: 0.0052 - acc: 1.000 - ETA: 5s - loss: 0.0748 - acc: 0.994 - ETA: 5s - loss: 0.0776 - acc: 0.991 - ETA: 4s - loss: 0.0582 - acc: 0.993 - ETA: 4s - loss: 0.0491 - acc: 0.994 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0453 - acc: 0.994 - ETA: 4s - loss: 0.0395 - acc: 0.995 - ETA: 4s - loss: 0.0350 - acc: 0.995 - ETA: 4s - loss: 0.0322 - acc: 0.996 - ETA: 4s - loss: 0.0291 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.996 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 5s 792us/step - loss: 0.0091 - acc: 0.9987 - val_loss: 1.3564 - val_acc: 0.8611 Epoch 00392: val_loss did not improve from 0.55729 Epoch 393/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8252e-04 - acc: 1.000 - ETA: 5s - loss: 4.6899e-05 - acc: 1.000 - ETA: 5s - loss: 2.4916e-05 - acc: 1.000 - ETA: 4s - loss: 1.7276e-05 - acc: 1.000 - ETA: 4s - loss: 1.3756e-05 - acc: 1.000 - ETA: 4s - loss: 1.2733e-05 - acc: 1.000 - ETA: 4s - loss: 1.2615e-05 - acc: 1.000 - ETA: 4s - loss: 1.0980e-05 - acc: 1.000 - ETA: 4s - loss: 3.1986e-05 - acc: 1.000 - ETA: 4s - loss: 2.9359e-05 - acc: 1.000 - ETA: 4s - loss: 2.8688e-05 - acc: 1.000 - ETA: 4s - loss: 2.6122e-05 - acc: 1.000 - ETA: 4s - loss: 2.3868e-05 - acc: 1.000 - ETA: 4s - loss: 2.2715e-05 - acc: 1.000 - ETA: 4s - loss: 2.1145e-05 - acc: 1.000 - ETA: 4s - loss: 2.1870e-05 - acc: 1.000 - ETA: 4s - loss: 2.0466e-05 - acc: 1.000 - ETA: 4s - loss: 2.0685e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9993 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8731e-04 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.9987 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.997 - ETA: 2s - loss: 0.0113 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0105 - acc: 0.997 - ETA: 2s - loss: 0.0103 - acc: 0.997 - ETA: 2s - loss: 0.0100 - acc: 0.997 - ETA: 2s - loss: 0.0098 - acc: 0.997 - ETA: 2s - loss: 0.0096 - acc: 0.997 - ETA: 2s - loss: 0.0093 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0092 - acc: 0.997 - ETA: 2s - loss: 0.0090 - acc: 0.997 - ETA: 2s - loss: 0.0088 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 0s - loss: 0.0134 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.997 - 5s 792us/step - loss: 0.0143 - acc: 0.9979 - val_loss: 1.3477 - val_acc: 0.8551 Epoch 00393: val_loss did not improve from 0.55729 Epoch 394/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1041e-05 - acc: 1.000 - ETA: 4s - loss: 9.8631e-04 - acc: 1.000 - ETA: 4s - loss: 6.8530e-04 - acc: 1.000 - ETA: 4s - loss: 9.2206e-04 - acc: 1.000 - ETA: 4s - loss: 7.3930e-04 - acc: 1.000 - ETA: 4s - loss: 6.2743e-04 - acc: 1.000 - ETA: 4s - loss: 6.2001e-04 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9984 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8993e-04 - acc: 0.999 - ETA: 4s - loss: 9.2824e-04 - acc: 0.999 - ETA: 4s - loss: 8.7730e-04 - acc: 0.999 - ETA: 4s - loss: 8.5820e-04 - acc: 0.999 - ETA: 4s - loss: 8.1063e-04 - acc: 0.999 - ETA: 4s - loss: 7.7928e-04 - acc: 0.999 - ETA: 3s - loss: 7.4005e-04 - acc: 0.999 - ETA: 3s - loss: 7.0442e-04 - acc: 0.999 - ETA: 3s - loss: 6.7461e-04 - acc: 0.999 - ETA: 3s - loss: 6.5232e-04 - acc: 0.999 - ETA: 3s - loss: 6.5310e-04 - acc: 0.999 - ETA: 3s - loss: 6.2656e-04 - acc: 0.999 - ETA: 3s - loss: 6.0224e-04 - acc: 0.999 - ETA: 3s - loss: 5.8506e-04 - acc: 0.999 - ETA: 3s - loss: 5.6376e-04 - acc: 0.999 - ETA: 3s - loss: 5.4419e-04 - acc: 0.999 - ETA: 3s - loss: 5.2562e-04 - acc: 0.999 - ETA: 3s - loss: 5.0915e-04 - acc: 0.999 - ETA: 3s - loss: 4.9694e-04 - acc: 0.999 - ETA: 3s - loss: 4.8144e-04 - acc: 0.999 - ETA: 3s - loss: 4.6702e-04 - acc: 0.999 - ETA: 3s - loss: 4.5329e-04 - acc: 0.999 - ETA: 3s - loss: 4.4351e-04 - acc: 0.999 - ETA: 2s - loss: 4.3339e-04 - acc: 0.999 - ETA: 2s - loss: 4.2161e-04 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.9993 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - 5s 793us/step - loss: 0.0058 - acc: 0.9988 - val_loss: 1.3883 - val_acc: 0.8527 Epoch 00394: val_loss did not improve from 0.55729 Epoch 395/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 4.7661e-05 - acc: 1.000 - ETA: 5s - loss: 3.1554e-05 - acc: 1.000 - ETA: 4s - loss: 2.1121e-05 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9969 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.996 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.996 - ETA: 4s - loss: 0.0391 - acc: 0.995 - ETA: 3s - loss: 0.0370 - acc: 0.995 - ETA: 3s - loss: 0.0352 - acc: 0.995 - ETA: 3s - loss: 0.0335 - acc: 0.995 - ETA: 3s - loss: 0.0320 - acc: 0.996 - ETA: 3s - loss: 0.0309 - acc: 0.996 - ETA: 3s - loss: 0.0296 - acc: 0.996 - 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acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 796us/step - loss: 0.0134 - acc: 0.9984 - val_loss: 1.3379 - val_acc: 0.8503 Epoch 00395: val_loss did not improve from 0.55729 Epoch 396/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4303e-06 - acc: 1.000 - ETA: 4s - loss: 4.0324e-05 - acc: 1.000 - ETA: 5s - loss: 2.8398e-05 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9958 - ETA: 4s - loss: 0.0043 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.992 - ETA: 4s - loss: 0.0162 - acc: 0.993 - ETA: 4s - loss: 0.0138 - acc: 0.994 - ETA: 4s - loss: 0.0125 - acc: 0.995 - ETA: 4s - loss: 0.0111 - acc: 0.995 - 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acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 796us/step - loss: 0.0098 - acc: 0.9988 - val_loss: 1.4023 - val_acc: 0.8563 Epoch 00396: val_loss did not improve from 0.55729 Epoch 397/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.9995e-06 - acc: 1.000 - ETA: 5s - loss: 0.0704 - acc: 0.9875 - ETA: 5s - loss: 0.0352 - acc: 0.993 - ETA: 5s - loss: 0.0278 - acc: 0.995 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 794us/step - loss: 0.0118 - acc: 0.9985 - val_loss: 1.3268 - val_acc: 0.8515 Epoch 00397: val_loss did not improve from 0.55729 Epoch 398/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8164e-06 - acc: 1.000 - ETA: 5s - loss: 1.4037e-06 - acc: 1.000 - ETA: 5s - loss: 1.1981e-06 - acc: 1.000 - ETA: 4s - loss: 4.5971e-05 - acc: 1.000 - ETA: 4s - loss: 3.7127e-05 - acc: 1.000 - ETA: 4s - loss: 4.0962e-05 - acc: 1.000 - ETA: 4s - loss: 3.5890e-05 - acc: 1.000 - ETA: 4s - loss: 1.0764e-04 - acc: 1.000 - ETA: 4s - loss: 9.3833e-05 - acc: 1.000 - ETA: 4s - loss: 1.7703e-04 - acc: 1.000 - ETA: 4s - loss: 1.6271e-04 - acc: 1.000 - ETA: 4s - loss: 1.7283e-04 - acc: 1.000 - ETA: 4s - loss: 1.6007e-04 - acc: 1.000 - ETA: 4s - loss: 1.4865e-04 - acc: 1.000 - ETA: 4s - loss: 1.3867e-04 - acc: 1.000 - ETA: 4s - loss: 1.3623e-04 - acc: 1.000 - ETA: 4s - loss: 2.1223e-04 - acc: 1.000 - ETA: 4s - loss: 2.2611e-04 - acc: 1.000 - ETA: 4s - loss: 2.1304e-04 - acc: 1.000 - ETA: 4s - loss: 2.0131e-04 - acc: 1.000 - ETA: 3s - loss: 1.9134e-04 - acc: 1.000 - ETA: 3s - loss: 1.8201e-04 - acc: 1.000 - ETA: 3s - loss: 1.7396e-04 - acc: 1.000 - ETA: 3s - loss: 1.6947e-04 - acc: 1.000 - ETA: 3s - loss: 1.6258e-04 - acc: 1.000 - ETA: 3s - loss: 1.5594e-04 - acc: 1.000 - ETA: 3s - loss: 1.6818e-04 - acc: 1.000 - ETA: 3s - loss: 2.5096e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9995 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0025 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0024 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0023 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.998 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.998 - ETA: 0s - loss: 0.0030 - acc: 0.998 - ETA: 0s - loss: 0.0030 - acc: 0.998 - ETA: 0s - loss: 0.0030 - acc: 0.998 - ETA: 0s - loss: 0.0029 - acc: 0.998 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0041 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - 5s 794us/step - loss: 0.0054 - acc: 0.9988 - val_loss: 1.4453 - val_acc: 0.8551 Epoch 00398: val_loss did not improve from 0.55729 Epoch 399/2000 6680/6680 [==============================] - ETA: 5s - loss: 5.6209e-06 - acc: 1.000 - ETA: 4s - loss: 3.5168e-06 - acc: 1.000 - ETA: 4s - loss: 3.0284e-04 - acc: 1.000 - ETA: 4s - loss: 2.2952e-04 - acc: 1.000 - ETA: 4s - loss: 1.8452e-04 - acc: 1.000 - ETA: 4s - loss: 1.5552e-04 - acc: 1.000 - ETA: 4s - loss: 1.3189e-04 - acc: 1.000 - ETA: 4s - loss: 1.1241e-04 - acc: 1.000 - ETA: 4s - loss: 9.8332e-05 - acc: 1.000 - ETA: 4s - loss: 8.9685e-05 - acc: 1.000 - ETA: 4s - loss: 8.0460e-05 - acc: 1.000 - ETA: 4s - loss: 7.2856e-05 - acc: 1.000 - ETA: 4s - loss: 6.6546e-05 - acc: 1.000 - ETA: 4s - loss: 6.1293e-05 - acc: 1.000 - ETA: 4s - loss: 5.7838e-05 - acc: 1.000 - ETA: 4s - loss: 5.4087e-05 - acc: 1.000 - ETA: 4s - loss: 5.1490e-05 - acc: 1.000 - ETA: 4s - loss: 4.9097e-05 - acc: 1.000 - ETA: 4s - loss: 4.6526e-05 - acc: 1.000 - ETA: 4s - loss: 3.6117e-04 - acc: 1.000 - ETA: 3s - loss: 3.4245e-04 - acc: 1.000 - ETA: 3s - loss: 3.2546e-04 - acc: 1.000 - ETA: 3s - loss: 3.1370e-04 - acc: 1.000 - ETA: 3s - loss: 2.9928e-04 - acc: 1.000 - ETA: 3s - loss: 2.9231e-04 - acc: 1.000 - ETA: 3s - loss: 2.8300e-04 - acc: 1.000 - ETA: 3s - loss: 7.4916e-04 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.9990 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - 5s 793us/step - loss: 0.0074 - acc: 0.9990 - val_loss: 1.3335 - val_acc: 0.8551 Epoch 00399: val_loss did not improve from 0.55729 Epoch 400/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.5494e-05 - acc: 1.000 - ETA: 5s - loss: 1.1684e-05 - acc: 1.000 - ETA: 5s - loss: 1.0049e-05 - acc: 1.000 - ETA: 5s - loss: 7.1039e-06 - acc: 1.000 - ETA: 4s - loss: 5.4635e-06 - acc: 1.000 - ETA: 4s - loss: 6.0695e-06 - acc: 1.000 - ETA: 4s - loss: 5.3199e-06 - acc: 1.000 - ETA: 4s - loss: 4.7707e-06 - acc: 1.000 - ETA: 4s - loss: 5.0577e-06 - acc: 1.000 - ETA: 4s - loss: 4.5190e-06 - acc: 1.000 - ETA: 4s - loss: 4.0691e-06 - acc: 1.000 - ETA: 4s - loss: 3.8502e-06 - acc: 1.000 - ETA: 4s - loss: 3.9051e-06 - acc: 1.000 - ETA: 4s - loss: 3.6779e-06 - acc: 1.000 - ETA: 4s - loss: 3.4797e-06 - acc: 1.000 - ETA: 4s - loss: 3.2472e-06 - acc: 1.000 - ETA: 4s - loss: 6.5159e-05 - acc: 1.000 - ETA: 4s - loss: 6.2081e-05 - acc: 1.000 - ETA: 4s - loss: 5.9682e-05 - acc: 1.000 - ETA: 4s - loss: 6.3129e-05 - acc: 1.000 - ETA: 4s - loss: 6.0604e-05 - acc: 1.000 - ETA: 3s - loss: 5.7648e-05 - acc: 1.000 - ETA: 3s - loss: 5.5522e-05 - acc: 1.000 - ETA: 3s - loss: 5.2935e-05 - acc: 1.000 - ETA: 3s - loss: 5.0759e-05 - acc: 1.000 - ETA: 3s - loss: 5.2791e-05 - acc: 1.000 - ETA: 3s - loss: 5.1157e-05 - acc: 1.000 - ETA: 3s - loss: 4.9129e-05 - acc: 1.000 - ETA: 3s - loss: 4.7317e-05 - acc: 1.000 - ETA: 3s - loss: 4.5612e-05 - acc: 1.000 - ETA: 3s - loss: 4.4551e-05 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 0.9996 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - 5s 795us/step - loss: 0.0080 - acc: 0.9988 - val_loss: 1.3969 - val_acc: 0.8479 Epoch 00400: val_loss did not improve from 0.55729 Epoch 401/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0603e-05 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1008 - acc: 0.993 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0337 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 795us/step - loss: 0.0145 - acc: 0.9985 - val_loss: 1.2680 - val_acc: 0.8599 Epoch 00401: val_loss did not improve from 0.55729 Epoch 402/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1171e-05 - acc: 1.000 - ETA: 4s - loss: 6.4964e-06 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.0000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2237e-04 - acc: 1.000 - ETA: 4s - loss: 8.0342e-04 - acc: 1.000 - ETA: 4s - loss: 7.3259e-04 - acc: 1.000 - ETA: 4s - loss: 6.5549e-04 - acc: 1.000 - ETA: 4s - loss: 6.4278e-04 - acc: 1.000 - ETA: 4s - loss: 5.8567e-04 - acc: 1.000 - ETA: 4s - loss: 5.4687e-04 - acc: 1.000 - ETA: 4s - loss: 5.0583e-04 - acc: 1.000 - ETA: 4s - loss: 4.7036e-04 - acc: 1.000 - ETA: 4s - loss: 4.4783e-04 - acc: 1.000 - ETA: 4s - loss: 4.1995e-04 - acc: 1.000 - ETA: 4s - loss: 3.9570e-04 - acc: 1.000 - ETA: 4s - loss: 3.7979e-04 - acc: 1.000 - ETA: 3s - loss: 3.6464e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9994 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8152e-04 - acc: 0.999 - ETA: 2s - loss: 9.6058e-04 - acc: 0.999 - ETA: 2s - loss: 9.3398e-04 - acc: 0.999 - ETA: 2s - loss: 9.0875e-04 - acc: 0.999 - ETA: 2s - loss: 8.9070e-04 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.9994 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 792us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.3569 - val_acc: 0.8467 Epoch 00402: val_loss did not improve from 0.55729 Epoch 403/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 5.1484e-07 - acc: 1.000 - ETA: 5s - loss: 5.9903e-07 - acc: 1.000 - ETA: 5s - loss: 1.0363e-06 - acc: 1.000 - ETA: 4s - loss: 0.0213 - acc: 0.9967 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.995 - ETA: 4s - loss: 0.0151 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0041 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0036 - acc: 0.998 - ETA: 1s - loss: 0.0036 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.998 - ETA: 1s - loss: 0.0035 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 791us/step - loss: 0.0107 - acc: 0.9981 - val_loss: 1.3647 - val_acc: 0.8491 Epoch 00403: val_loss did not improve from 0.55729 Epoch 404/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4405e-07 - acc: 1.000 - ETA: 5s - loss: 2.2077e-06 - acc: 1.000 - ETA: 5s - loss: 0.1008 - acc: 0.9937 - ETA: 4s - loss: 0.0674 - acc: 0.995 - ETA: 4s - loss: 0.0539 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 792us/step - loss: 0.0110 - acc: 0.9987 - val_loss: 1.3478 - val_acc: 0.8575 Epoch 00404: val_loss did not improve from 0.55729 Epoch 405/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.2251e-04 - acc: 1.000 - ETA: 5s - loss: 2.3128e-04 - acc: 1.000 - ETA: 5s - loss: 1.9917e-04 - acc: 1.000 - ETA: 5s - loss: 1.4570e-04 - acc: 1.000 - ETA: 4s - loss: 0.0133 - acc: 0.9967 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.997 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 793us/step - loss: 0.0112 - acc: 0.9984 - val_loss: 1.3569 - val_acc: 0.8563 Epoch 00405: val_loss did not improve from 0.55729 Epoch 406/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9073e-07 - acc: 1.000 - ETA: 4s - loss: 1.4746e-06 - acc: 1.000 - ETA: 4s - loss: 1.6097e-06 - acc: 1.000 - ETA: 4s - loss: 8.8645e-06 - acc: 1.000 - ETA: 4s - loss: 1.8580e-05 - acc: 1.000 - ETA: 4s - loss: 1.5718e-05 - acc: 1.000 - ETA: 4s - loss: 1.3185e-05 - acc: 1.000 - ETA: 4s - loss: 1.1887e-05 - acc: 1.000 - ETA: 4s - loss: 1.0391e-05 - acc: 1.000 - ETA: 4s - loss: 1.2208e-05 - acc: 1.000 - ETA: 4s - loss: 2.3970e-05 - acc: 1.000 - ETA: 4s - loss: 2.2390e-05 - acc: 1.000 - ETA: 4s - loss: 2.0619e-05 - acc: 1.000 - ETA: 4s - loss: 0.0161 - acc: 0.9990 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 5s 794us/step - loss: 0.0086 - acc: 0.9990 - val_loss: 1.3480 - val_acc: 0.8527 Epoch 00406: val_loss did not improve from 0.55729 Epoch 407/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2783e-07 - acc: 1.000 - ETA: 5s - loss: 1.9670e-07 - acc: 1.000 - ETA: 5s - loss: 1.4183e-06 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9958 - ETA: 4s - loss: 0.0035 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 795us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.4489 - val_acc: 0.8491 Epoch 00407: val_loss did not improve from 0.55729 Epoch 408/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.4357 - acc: 0.950 - ETA: 5s - loss: 0.1093 - acc: 0.987 - ETA: 5s - loss: 0.0547 - acc: 0.993 - ETA: 4s - loss: 0.0394 - acc: 0.995 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.997 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 795us/step - loss: 0.0142 - acc: 0.9985 - val_loss: 1.3713 - val_acc: 0.8575 Epoch 00408: val_loss did not improve from 0.55729 Epoch 409/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 4.1702e-05 - acc: 1.000 - ETA: 5s - loss: 2.1936e-05 - acc: 1.000 - ETA: 4s - loss: 0.0586 - acc: 0.9958 - ETA: 4s - loss: 0.0469 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - 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acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 796us/step - loss: 0.0151 - acc: 0.9981 - val_loss: 1.3492 - val_acc: 0.8623 Epoch 00409: val_loss did not improve from 0.55729 Epoch 410/2000 6680/6680 [==============================] - ETA: 5s - loss: 9.0335e-06 - acc: 1.000 - ETA: 5s - loss: 3.2605e-06 - acc: 1.000 - ETA: 5s - loss: 2.6089e-04 - acc: 1.000 - ETA: 4s - loss: 1.7597e-04 - acc: 1.000 - ETA: 4s - loss: 1.7215e-04 - acc: 1.000 - ETA: 4s - loss: 1.3863e-04 - acc: 1.000 - ETA: 4s - loss: 1.2775e-04 - acc: 1.000 - ETA: 4s - loss: 1.0894e-04 - acc: 1.000 - ETA: 4s - loss: 1.0482e-04 - acc: 1.000 - ETA: 4s - loss: 9.6243e-05 - acc: 1.000 - ETA: 4s - loss: 1.0532e-04 - acc: 1.000 - ETA: 4s - loss: 1.0124e-04 - acc: 1.000 - ETA: 4s - loss: 9.2994e-05 - acc: 1.000 - ETA: 4s - loss: 0.0165 - acc: 0.9990 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 794us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.3677 - val_acc: 0.8539 Epoch 00410: val_loss did not improve from 0.55729 Epoch 411/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.2453e-06 - acc: 1.000 - ETA: 5s - loss: 4.0579e-06 - acc: 1.000 - ETA: 5s - loss: 1.7820e-05 - acc: 1.000 - ETA: 4s - loss: 1.2556e-05 - acc: 1.000 - ETA: 4s - loss: 0.0206 - acc: 0.9969 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0481 - acc: 0.995 - ETA: 4s - loss: 0.0426 - acc: 0.996 - ETA: 4s - loss: 0.0369 - acc: 0.996 - 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acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 795us/step - loss: 0.0133 - acc: 0.9981 - val_loss: 1.4044 - val_acc: 0.8503 Epoch 00411: val_loss did not improve from 0.55729 Epoch 412/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 1.3369e-05 - acc: 1.000 - ETA: 5s - loss: 4.0255e-05 - acc: 1.000 - ETA: 4s - loss: 2.8014e-05 - acc: 1.000 - ETA: 4s - loss: 2.2146e-05 - acc: 1.000 - ETA: 4s - loss: 1.9521e-05 - acc: 1.000 - ETA: 4s - loss: 1.6809e-05 - acc: 1.000 - ETA: 4s - loss: 1.5457e-05 - acc: 1.000 - ETA: 4s - loss: 1.3531e-05 - acc: 1.000 - ETA: 4s - loss: 1.3145e-05 - acc: 1.000 - ETA: 4s - loss: 0.0199 - acc: 0.9987 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 802us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.3820 - val_acc: 0.8503 Epoch 00412: val_loss did not improve from 0.55729 Epoch 413/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.5698e-07 - acc: 1.000 - ETA: 5s - loss: 9.9666e-05 - acc: 1.000 - ETA: 5s - loss: 5.7646e-05 - acc: 1.000 - ETA: 5s - loss: 4.3588e-05 - acc: 1.000 - ETA: 4s - loss: 3.9284e-05 - acc: 1.000 - ETA: 4s - loss: 3.6183e-05 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9979 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 796us/step - loss: 0.0147 - acc: 0.9985 - val_loss: 1.3721 - val_acc: 0.8455 Epoch 00413: val_loss did not improve from 0.55729 Epoch 414/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6369e-05 - acc: 1.000 - ETA: 4s - loss: 8.1536e-06 - acc: 1.000 - ETA: 4s - loss: 1.4418e-05 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9962 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 791us/step - loss: 0.0099 - acc: 0.9984 - val_loss: 1.3516 - val_acc: 0.8407 Epoch 00414: val_loss did not improve from 0.55729 Epoch 415/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9490e-06 - acc: 1.000 - ETA: 4s - loss: 0.1161 - acc: 0.9900 - ETA: 5s - loss: 0.0727 - acc: 0.993 - ETA: 4s - loss: 0.0485 - acc: 0.995 - ETA: 4s - loss: 0.0364 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0587 - acc: 0.995 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0611 - acc: 0.994 - ETA: 4s - loss: 0.0548 - acc: 0.994 - ETA: 4s - loss: 0.0497 - acc: 0.995 - ETA: 4s - loss: 0.0466 - acc: 0.995 - ETA: 4s - loss: 0.0430 - acc: 0.996 - ETA: 4s - loss: 0.0398 - acc: 0.996 - ETA: 4s - loss: 0.0377 - acc: 0.996 - ETA: 4s - loss: 0.0353 - acc: 0.996 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.996 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 2s - loss: 0.0247 - acc: 0.996 - ETA: 2s - loss: 0.0241 - acc: 0.996 - ETA: 2s - loss: 0.0236 - acc: 0.996 - ETA: 2s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0248 - acc: 0.996 - ETA: 2s - loss: 0.0247 - acc: 0.996 - ETA: 2s - loss: 0.0242 - acc: 0.996 - ETA: 2s - loss: 0.0237 - acc: 0.996 - ETA: 2s - loss: 0.0233 - acc: 0.996 - ETA: 2s - loss: 0.0229 - acc: 0.996 - ETA: 2s - loss: 0.0224 - acc: 0.996 - ETA: 2s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0215 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 1s - loss: 0.0197 - acc: 0.997 - ETA: 1s - loss: 0.0193 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0186 - acc: 0.997 - ETA: 1s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0164 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 0s - loss: 0.0155 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 794us/step - loss: 0.0144 - acc: 0.9981 - val_loss: 1.3927 - val_acc: 0.8443 Epoch 00415: val_loss did not improve from 0.55729 Epoch 416/2000 6680/6680 [==============================] - ETA: 5s - loss: 7.6661e-05 - acc: 1.000 - ETA: 4s - loss: 3.2971e-05 - acc: 1.000 - ETA: 4s - loss: 5.4674e-04 - acc: 1.000 - ETA: 4s - loss: 4.2071e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 9.3783e-04 - acc: 1.000 - ETA: 4s - loss: 7.9106e-04 - acc: 1.000 - ETA: 4s - loss: 6.7918e-04 - acc: 1.000 - ETA: 4s - loss: 6.1361e-04 - acc: 1.000 - ETA: 4s - loss: 5.4365e-04 - acc: 1.000 - ETA: 4s - loss: 4.9161e-04 - acc: 1.000 - ETA: 4s - loss: 4.4645e-04 - acc: 1.000 - ETA: 4s - loss: 4.0914e-04 - acc: 1.000 - ETA: 4s - loss: 3.8463e-04 - acc: 1.000 - ETA: 4s - loss: 3.5622e-04 - acc: 1.000 - ETA: 4s - loss: 3.3171e-04 - acc: 1.000 - ETA: 4s - loss: 3.2469e-04 - acc: 1.000 - ETA: 4s - loss: 3.0475e-04 - acc: 1.000 - ETA: 4s - loss: 2.8713e-04 - acc: 1.000 - ETA: 3s - loss: 2.7144e-04 - acc: 1.000 - ETA: 3s - loss: 2.7101e-04 - acc: 1.000 - ETA: 3s - loss: 2.5750e-04 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9994 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - 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ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 793us/step - loss: 0.0146 - acc: 0.9988 - val_loss: 1.3438 - val_acc: 0.8443 Epoch 00416: val_loss did not improve from 0.55729 Epoch 417/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6481e-06 - acc: 1.000 - ETA: 4s - loss: 2.2948e-06 - acc: 1.000 - ETA: 4s - loss: 1.1004e-05 - acc: 1.000 - ETA: 4s - loss: 8.7325e-06 - acc: 1.000 - ETA: 4s - loss: 6.7010e-06 - acc: 1.000 - ETA: 4s - loss: 1.2723e-05 - acc: 1.000 - ETA: 4s - loss: 1.3760e-04 - acc: 1.000 - ETA: 4s - loss: 1.2241e-04 - acc: 1.000 - ETA: 4s - loss: 4.3490e-04 - acc: 1.000 - ETA: 4s - loss: 3.8563e-04 - acc: 1.000 - ETA: 4s - loss: 3.7114e-04 - acc: 1.000 - ETA: 4s - loss: 3.6270e-04 - acc: 1.000 - ETA: 4s - loss: 3.3158e-04 - acc: 1.000 - ETA: 4s - loss: 3.3931e-04 - acc: 1.000 - ETA: 4s - loss: 3.5470e-04 - acc: 1.000 - ETA: 4s - loss: 3.2983e-04 - acc: 1.000 - ETA: 4s - loss: 3.0907e-04 - acc: 1.000 - ETA: 4s - loss: 2.9460e-04 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9993 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0103 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0233 - acc: 0.996 - ETA: 2s - loss: 0.0228 - acc: 0.996 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - 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acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.997 - ETA: 0s - loss: 0.0139 - acc: 0.997 - ETA: 0s - loss: 0.0138 - acc: 0.997 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 799us/step - loss: 0.0120 - acc: 0.9982 - val_loss: 1.3449 - val_acc: 0.8587 Epoch 00417: val_loss did not improve from 0.55729 Epoch 418/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0043e-06 - acc: 1.000 - ETA: 4s - loss: 1.5188e-06 - acc: 1.000 - ETA: 5s - loss: 1.0677e-06 - acc: 1.000 - ETA: 5s - loss: 1.9032e-06 - acc: 1.000 - ETA: 4s - loss: 2.0552e-06 - acc: 1.000 - ETA: 4s - loss: 7.1525e-04 - acc: 1.000 - ETA: 4s - loss: 6.2471e-04 - acc: 1.000 - ETA: 4s - loss: 5.3282e-04 - acc: 1.000 - ETA: 4s - loss: 4.7976e-04 - acc: 1.000 - ETA: 4s - loss: 4.4395e-04 - acc: 1.000 - ETA: 4s - loss: 4.0798e-04 - acc: 1.000 - ETA: 4s - loss: 3.7004e-04 - acc: 1.000 - ETA: 4s - loss: 3.4488e-04 - acc: 1.000 - ETA: 4s - loss: 3.1617e-04 - acc: 1.000 - ETA: 4s - loss: 2.9806e-04 - acc: 1.000 - ETA: 4s - loss: 2.8152e-04 - acc: 1.000 - ETA: 4s - loss: 3.4673e-04 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9992 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.997 - ETA: 3s - loss: 0.0063 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - 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acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0169 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - 5s 815us/step - loss: 0.0158 - acc: 0.9979 - val_loss: 1.3635 - val_acc: 0.8527 Epoch 00418: val_loss did not improve from 0.55729 Epoch 419/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 2.6966e-06 - acc: 1.000 - ETA: 5s - loss: 2.4214e-06 - acc: 1.000 - ETA: 5s - loss: 1.8435e-06 - acc: 1.000 - ETA: 4s - loss: 2.6808e-06 - acc: 1.000 - ETA: 5s - loss: 2.2840e-06 - acc: 1.000 - ETA: 4s - loss: 3.4362e-06 - acc: 1.000 - ETA: 4s - loss: 3.0218e-06 - acc: 1.000 - ETA: 4s - loss: 3.1495e-06 - acc: 1.000 - ETA: 4s - loss: 2.8764e-06 - acc: 1.000 - ETA: 4s - loss: 2.7005e-06 - acc: 1.000 - ETA: 4s - loss: 4.9911e-05 - acc: 1.000 - ETA: 4s - loss: 4.8324e-05 - acc: 1.000 - ETA: 4s - loss: 4.7047e-05 - acc: 1.000 - ETA: 4s - loss: 4.3755e-05 - acc: 1.000 - ETA: 4s - loss: 4.2691e-05 - acc: 1.000 - ETA: 4s - loss: 3.9734e-05 - acc: 1.000 - ETA: 4s - loss: 3.9384e-05 - acc: 1.000 - ETA: 4s - loss: 3.7523e-05 - acc: 1.000 - ETA: 4s - loss: 3.5928e-05 - acc: 1.000 - ETA: 4s - loss: 3.4215e-05 - acc: 1.000 - ETA: 4s - loss: 3.2846e-05 - acc: 1.000 - ETA: 4s - loss: 0.0065 - acc: 0.9994 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 811us/step - loss: 0.0109 - acc: 0.9987 - val_loss: 1.4463 - val_acc: 0.8479 Epoch 00419: val_loss did not improve from 0.55729 Epoch 420/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3243e-04 - acc: 1.000 - ETA: 4s - loss: 0.1109 - acc: 0.9900 - ETA: 5s - loss: 0.0693 - acc: 0.993 - ETA: 4s - loss: 0.0462 - acc: 0.995 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0270 - acc: 0.996 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0222 - 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ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0185 - acc: 0.997 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0175 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0194 - acc: 0.997 - ETA: 1s - loss: 0.0192 - acc: 0.997 - ETA: 0s - loss: 0.0189 - acc: 0.997 - ETA: 0s - loss: 0.0187 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0182 - acc: 0.997 - ETA: 0s - loss: 0.0180 - acc: 0.997 - ETA: 0s - loss: 0.0177 - acc: 0.997 - ETA: 0s - loss: 0.0175 - acc: 0.997 - ETA: 0s - loss: 0.0173 - acc: 0.997 - ETA: 0s - loss: 0.0171 - acc: 0.997 - ETA: 0s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0167 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0164 - acc: 0.997 - ETA: 0s - loss: 0.0162 - acc: 0.997 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - 5s 806us/step - loss: 0.0154 - acc: 0.9981 - val_loss: 1.3185 - val_acc: 0.8527 Epoch 00420: val_loss did not improve from 0.55729 Epoch 421/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3812e-06 - acc: 1.000 - ETA: 5s - loss: 1.3687e-06 - acc: 1.000 - ETA: 5s - loss: 2.3735e-06 - acc: 1.000 - ETA: 5s - loss: 2.8041e-05 - acc: 1.000 - ETA: 4s - loss: 6.4039e-05 - acc: 1.000 - ETA: 4s - loss: 5.1178e-05 - acc: 1.000 - ETA: 4s - loss: 4.4245e-05 - acc: 1.000 - ETA: 4s - loss: 3.9026e-05 - acc: 1.000 - ETA: 4s - loss: 3.4252e-05 - acc: 1.000 - ETA: 4s - loss: 9.4441e-05 - acc: 1.000 - ETA: 4s - loss: 8.4436e-05 - acc: 1.000 - ETA: 4s - loss: 7.6214e-05 - acc: 1.000 - ETA: 4s - loss: 7.1051e-05 - acc: 1.000 - ETA: 4s - loss: 7.2284e-05 - acc: 1.000 - ETA: 4s - loss: 0.0113 - acc: 0.9990 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 804us/step - loss: 0.0128 - acc: 0.9984 - val_loss: 1.3640 - val_acc: 0.8479 Epoch 00421: val_loss did not improve from 0.55729 Epoch 422/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8358e-07 - acc: 1.000 - ETA: 5s - loss: 7.5290e-07 - acc: 1.000 - ETA: 4s - loss: 4.2721e-06 - acc: 1.000 - ETA: 4s - loss: 3.2812e-06 - acc: 1.000 - ETA: 4s - loss: 6.0768e-06 - acc: 1.000 - ETA: 4s - loss: 8.3598e-06 - acc: 1.000 - ETA: 4s - loss: 7.2518e-06 - acc: 1.000 - ETA: 4s - loss: 1.5734e-05 - acc: 1.000 - ETA: 4s - loss: 4.2747e-05 - acc: 1.000 - ETA: 4s - loss: 3.9427e-05 - acc: 1.000 - ETA: 4s - loss: 3.5605e-05 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 801us/step - loss: 0.0123 - acc: 0.9985 - val_loss: 1.3892 - val_acc: 0.8479 Epoch 00422: val_loss did not improve from 0.55729 Epoch 423/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2577e-06 - acc: 1.000 - ETA: 4s - loss: 4.5310e-06 - acc: 1.000 - ETA: 5s - loss: 3.1150e-06 - acc: 1.000 - ETA: 4s - loss: 2.1663e-06 - acc: 1.000 - ETA: 4s - loss: 1.6884e-06 - acc: 1.000 - ETA: 4s - loss: 1.7572e-06 - acc: 1.000 - ETA: 4s - loss: 1.5388e-06 - acc: 1.000 - ETA: 4s - loss: 2.8853e-06 - acc: 1.000 - ETA: 4s - loss: 3.0930e-06 - acc: 1.000 - ETA: 4s - loss: 2.8555e-06 - acc: 1.000 - ETA: 4s - loss: 2.6494e-06 - acc: 1.000 - ETA: 4s - loss: 2.4245e-06 - acc: 1.000 - ETA: 4s - loss: 7.7370e-06 - acc: 1.000 - ETA: 4s - loss: 7.3501e-06 - acc: 1.000 - ETA: 4s - loss: 6.8030e-06 - acc: 1.000 - ETA: 4s - loss: 4.9137e-05 - acc: 1.000 - ETA: 4s - loss: 4.5967e-05 - acc: 1.000 - ETA: 4s - loss: 4.4675e-05 - acc: 1.000 - ETA: 4s - loss: 4.2028e-05 - acc: 1.000 - ETA: 4s - loss: 1.0085e-04 - acc: 1.000 - ETA: 4s - loss: 9.9507e-05 - acc: 1.000 - ETA: 3s - loss: 0.0030 - acc: 0.9994 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 800us/step - loss: 0.0111 - acc: 0.9988 - val_loss: 1.4383 - val_acc: 0.8491 Epoch 00423: val_loss did not improve from 0.55729 Epoch 424/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5080e-06 - acc: 1.000 - ETA: 4s - loss: 2.0517e-06 - acc: 1.000 - ETA: 5s - loss: 3.8781e-06 - acc: 1.000 - ETA: 4s - loss: 5.1293e-06 - acc: 1.000 - ETA: 4s - loss: 4.2997e-06 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9974 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 4s - loss: 0.0170 - acc: 0.996 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 802us/step - loss: 0.0130 - acc: 0.9982 - val_loss: 1.3440 - val_acc: 0.8407 Epoch 00424: val_loss did not improve from 0.55729 Epoch 425/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.3511e-07 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.0000 - ETA: 5s - loss: 0.0019 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0419 - acc: 0.997 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 800us/step - loss: 0.0100 - acc: 0.9993 - val_loss: 1.3921 - val_acc: 0.8563 Epoch 00425: val_loss did not improve from 0.55729 Epoch 426/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.5804e-06 - acc: 1.000 - ETA: 5s - loss: 1.1772e-06 - acc: 1.000 - ETA: 4s - loss: 8.9634e-07 - acc: 1.000 - ETA: 4s - loss: 8.1065e-07 - acc: 1.000 - ETA: 4s - loss: 8.9127e-07 - acc: 1.000 - ETA: 4s - loss: 1.5012e-06 - acc: 1.000 - ETA: 4s - loss: 3.0228e-05 - acc: 1.000 - ETA: 4s - loss: 2.6218e-05 - acc: 1.000 - ETA: 4s - loss: 2.3189e-05 - acc: 1.000 - ETA: 4s - loss: 2.1360e-05 - acc: 1.000 - ETA: 4s - loss: 1.9288e-05 - acc: 1.000 - ETA: 4s - loss: 1.7988e-05 - acc: 1.000 - ETA: 4s - loss: 1.6553e-05 - acc: 1.000 - ETA: 4s - loss: 1.5301e-05 - acc: 1.000 - ETA: 4s - loss: 1.4480e-05 - acc: 1.000 - ETA: 4s - loss: 1.3512e-05 - acc: 1.000 - ETA: 4s - loss: 5.3279e-05 - acc: 1.000 - ETA: 4s - loss: 5.0354e-05 - acc: 1.000 - ETA: 4s - loss: 4.7485e-05 - acc: 1.000 - ETA: 4s - loss: 4.5587e-05 - acc: 1.000 - ETA: 3s - loss: 1.0219e-04 - acc: 1.000 - ETA: 3s - loss: 9.7438e-05 - acc: 1.000 - ETA: 3s - loss: 9.4153e-05 - acc: 1.000 - ETA: 3s - loss: 9.0202e-05 - acc: 1.000 - ETA: 3s - loss: 8.7238e-05 - acc: 1.000 - ETA: 3s - loss: 1.2000e-04 - acc: 1.000 - ETA: 3s - loss: 1.7917e-04 - acc: 1.000 - ETA: 3s - loss: 5.4176e-04 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.9991 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0152 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0170 - acc: 0.997 - ETA: 1s - loss: 0.0168 - acc: 0.997 - ETA: 0s - loss: 0.0165 - acc: 0.997 - ETA: 0s - loss: 0.0163 - acc: 0.997 - ETA: 0s - loss: 0.0161 - acc: 0.997 - ETA: 0s - loss: 0.0159 - acc: 0.997 - ETA: 0s - loss: 0.0158 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0152 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 794us/step - loss: 0.0135 - acc: 0.9981 - val_loss: 1.3703 - val_acc: 0.8611 Epoch 00426: val_loss did not improve from 0.55729 Epoch 427/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.0600e-07 - acc: 1.000 - ETA: 5s - loss: 1.7758e-05 - acc: 1.000 - ETA: 5s - loss: 8.9773e-06 - acc: 1.000 - ETA: 5s - loss: 6.8105e-06 - acc: 1.000 - 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acc: 0.997 - ETA: 1s - loss: 0.0185 - acc: 0.997 - ETA: 1s - loss: 0.0182 - acc: 0.997 - ETA: 1s - loss: 0.0179 - acc: 0.997 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 794us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.4015 - val_acc: 0.8479 Epoch 00427: val_loss did not improve from 0.55729 Epoch 428/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 2.3544e-07 - acc: 1.000 - ETA: 5s - loss: 0.1461 - acc: 0.9875 - ETA: 5s - loss: 0.1062 - acc: 0.990 - ETA: 4s - loss: 0.0780 - acc: 0.993 - ETA: 4s - loss: 0.0616 - acc: 0.994 - ETA: 4s - loss: 0.0532 - acc: 0.995 - ETA: 4s - loss: 0.0599 - acc: 0.994 - ETA: 4s - loss: 0.0530 - acc: 0.995 - ETA: 4s - loss: 0.0482 - acc: 0.995 - ETA: 4s - loss: 0.0430 - acc: 0.995 - ETA: 4s - loss: 0.0559 - acc: 0.995 - ETA: 4s - loss: 0.0511 - acc: 0.995 - ETA: 4s - loss: 0.0468 - acc: 0.995 - ETA: 4s - 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ETA: 4s - loss: 2.3544e-07 - acc: 1.000 - ETA: 5s - loss: 3.7950e-06 - acc: 1.000 - ETA: 5s - loss: 2.2562e-06 - acc: 1.000 - ETA: 4s - loss: 1.5600e-06 - acc: 1.000 - ETA: 4s - loss: 1.5178e-06 - acc: 1.000 - ETA: 4s - loss: 1.3467e-06 - acc: 1.000 - ETA: 4s - loss: 1.1812e-06 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9981 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - 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acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.997 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.997 - ETA: 0s - loss: 0.0143 - acc: 0.997 - ETA: 0s - loss: 0.0142 - acc: 0.997 - 5s 794us/step - loss: 0.0140 - acc: 0.9979 - val_loss: 1.3850 - val_acc: 0.8587 Epoch 00429: val_loss did not improve from 0.55729 Epoch 430/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4140e-07 - acc: 1.000 - ETA: 5s - loss: 1.6019e-07 - acc: 1.000 - ETA: 5s - loss: 2.1123e-05 - acc: 1.000 - ETA: 4s - loss: 2.2216e-05 - acc: 1.000 - ETA: 4s - loss: 1.9580e-05 - acc: 1.000 - ETA: 5s - loss: 2.2015e-05 - acc: 1.000 - ETA: 5s - loss: 3.2383e-05 - acc: 1.000 - ETA: 5s - loss: 2.8395e-05 - acc: 1.000 - ETA: 5s - loss: 4.0065e-05 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 791us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.2961 - val_acc: 0.8515 Epoch 00431: val_loss did not improve from 0.55729 Epoch 432/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1049e-04 - acc: 1.000 - 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acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 791us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.3522 - val_acc: 0.8503 Epoch 00432: val_loss did not improve from 0.55729 Epoch 433/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 2.9281e-06 - acc: 1.000 - ETA: 5s - loss: 2.3394e-06 - acc: 1.000 - ETA: 4s - loss: 7.8140e-06 - acc: 1.000 - ETA: 4s - loss: 6.2187e-06 - acc: 1.000 - ETA: 4s - loss: 5.3926e-06 - acc: 1.000 - ETA: 4s - loss: 4.7610e-06 - acc: 1.000 - ETA: 4s - loss: 4.2209e-06 - acc: 1.000 - ETA: 4s - loss: 3.8740e-06 - acc: 1.000 - ETA: 4s - loss: 3.8571e-06 - acc: 1.000 - ETA: 4s - loss: 3.5165e-06 - acc: 1.000 - ETA: 4s - loss: 3.2097e-06 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 791us/step - loss: 0.0146 - acc: 0.9984 - val_loss: 1.3736 - val_acc: 0.8599 Epoch 00433: val_loss did not improve from 0.55729 Epoch 434/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5884e-05 - acc: 1.000 - ETA: 5s - loss: 4.1390e-04 - acc: 1.000 - ETA: 5s - loss: 2.0799e-04 - acc: 1.000 - ETA: 4s - loss: 2.5335e-04 - acc: 1.000 - ETA: 4s - loss: 2.0278e-04 - acc: 1.000 - ETA: 4s - loss: 1.6139e-04 - acc: 1.000 - ETA: 4s - loss: 1.3475e-04 - acc: 1.000 - ETA: 4s - loss: 1.1528e-04 - acc: 1.000 - ETA: 4s - loss: 1.0401e-04 - acc: 1.000 - ETA: 4s - loss: 0.0238 - acc: 0.9985 - ETA: 4s - loss: 0.0410 - acc: 0.997 - ETA: 4s - loss: 0.0371 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 794us/step - loss: 0.0096 - acc: 0.9987 - val_loss: 1.4081 - val_acc: 0.8419 Epoch 00434: val_loss did not improve from 0.55729 Epoch 435/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4658e-04 - acc: 1.000 - ETA: 5s - loss: 6.3333e-05 - acc: 1.000 - ETA: 5s - loss: 0.0048 - acc: 0.9937 - ETA: 4s - loss: 0.0032 - acc: 0.995 - ETA: 4s - loss: 0.0026 - acc: 0.996 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.5532e-04 - acc: 0.998 - ETA: 4s - loss: 8.9166e-04 - acc: 0.998 - ETA: 4s - loss: 8.1888e-04 - acc: 0.999 - ETA: 4s - loss: 7.7175e-04 - acc: 0.999 - ETA: 4s - loss: 7.1668e-04 - acc: 0.999 - ETA: 4s - loss: 6.6891e-04 - acc: 0.999 - ETA: 4s - loss: 6.3771e-04 - acc: 0.999 - ETA: 4s - loss: 6.1276e-04 - acc: 0.999 - ETA: 4s - loss: 5.7849e-04 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.9986 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 800us/step - loss: 0.0095 - acc: 0.9984 - val_loss: 1.4607 - val_acc: 0.8503 Epoch 00435: val_loss did not improve from 0.55729 Epoch 436/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.1352e-05 - acc: 1.000 - ETA: 5s - loss: 1.0070e-05 - acc: 1.000 - ETA: 5s - loss: 5.6868e-06 - acc: 1.000 - ETA: 5s - loss: 1.6888e-04 - acc: 1.000 - ETA: 4s - loss: 1.3135e-04 - acc: 1.000 - ETA: 4s - loss: 1.0540e-04 - acc: 1.000 - ETA: 4s - loss: 8.7919e-05 - acc: 1.000 - ETA: 4s - loss: 9.5029e-05 - acc: 1.000 - ETA: 4s - loss: 1.4423e-04 - acc: 1.000 - ETA: 4s - loss: 1.2822e-04 - acc: 1.000 - ETA: 4s - loss: 1.2259e-04 - acc: 1.000 - ETA: 4s - loss: 1.1489e-04 - acc: 1.000 - ETA: 4s - loss: 1.0561e-04 - acc: 1.000 - ETA: 4s - loss: 9.7244e-05 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9991 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 797us/step - loss: 0.0095 - acc: 0.9985 - val_loss: 1.4332 - val_acc: 0.8503 Epoch 00436: val_loss did not improve from 0.55729 Epoch 437/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.3181e-07 - acc: 1.000 - ETA: 4s - loss: 9.0283e-05 - acc: 1.000 - ETA: 4s - loss: 5.7598e-05 - acc: 1.000 - ETA: 4s - loss: 4.4240e-05 - acc: 1.000 - ETA: 4s - loss: 3.3232e-05 - acc: 1.000 - ETA: 4s - loss: 2.6637e-05 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9978 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.997 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 800us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.3492 - val_acc: 0.8503 Epoch 00437: val_loss did not improve from 0.55729 Epoch 438/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 3.5424e-05 - acc: 1.000 - ETA: 5s - loss: 8.8803e-05 - acc: 1.000 - ETA: 4s - loss: 5.9407e-05 - acc: 1.000 - ETA: 4s - loss: 4.6934e-05 - acc: 1.000 - ETA: 4s - loss: 4.0122e-05 - acc: 1.000 - ETA: 4s - loss: 4.3762e-05 - acc: 1.000 - ETA: 4s - loss: 4.1557e-05 - acc: 1.000 - ETA: 4s - loss: 3.7831e-05 - acc: 1.000 - ETA: 4s - loss: 3.4375e-05 - acc: 1.000 - ETA: 4s - loss: 4.5127e-05 - acc: 1.000 - ETA: 4s - loss: 4.2033e-05 - acc: 1.000 - ETA: 4s - loss: 3.8675e-05 - acc: 1.000 - ETA: 4s - loss: 3.5550e-05 - acc: 1.000 - ETA: 4s - loss: 3.3510e-05 - acc: 1.000 - ETA: 4s - loss: 3.1125e-05 - acc: 1.000 - ETA: 4s - loss: 2.9066e-05 - acc: 1.000 - ETA: 4s - loss: 2.7689e-05 - acc: 1.000 - ETA: 4s - loss: 2.6101e-05 - acc: 1.000 - ETA: 4s - loss: 2.4640e-05 - acc: 1.000 - ETA: 4s - loss: 2.3646e-05 - acc: 1.000 - ETA: 3s - loss: 2.2934e-05 - acc: 1.000 - ETA: 3s - loss: 2.1886e-05 - acc: 1.000 - ETA: 3s - loss: 2.1131e-05 - acc: 1.000 - ETA: 3s - loss: 4.8007e-05 - acc: 1.000 - ETA: 3s - loss: 4.7049e-05 - acc: 1.000 - ETA: 3s - loss: 4.5317e-05 - acc: 1.000 - ETA: 3s - loss: 5.2017e-05 - acc: 1.000 - ETA: 3s - loss: 5.0405e-05 - acc: 1.000 - ETA: 3s - loss: 4.9162e-05 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9995 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 798us/step - loss: 0.0108 - acc: 0.9988 - val_loss: 1.3640 - val_acc: 0.8587 Epoch 00438: val_loss did not improve from 0.55729 Epoch 439/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.8202e-06 - acc: 1.000 - ETA: 4s - loss: 0.0530 - acc: 0.9944 - ETA: 4s - loss: 0.0397 - acc: 0.995 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - 5s 802us/step - loss: 0.0157 - acc: 0.9982 - val_loss: 1.4244 - val_acc: 0.8515 Epoch 00439: val_loss did not improve from 0.55729 Epoch 440/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 6.9962e-07 - acc: 1.000 - ETA: 5s - loss: 1.4760e-05 - acc: 1.000 - ETA: 5s - loss: 1.3079e-05 - acc: 1.000 - ETA: 5s - loss: 5.3896e-04 - acc: 1.000 - ETA: 5s - loss: 4.5142e-04 - acc: 1.000 - ETA: 5s - loss: 3.6583e-04 - acc: 1.000 - ETA: 4s - loss: 3.0735e-04 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.5559e-04 - acc: 1.000 - ETA: 4s - loss: 8.9335e-04 - acc: 1.000 - ETA: 4s - loss: 8.2612e-04 - acc: 1.000 - ETA: 4s - loss: 7.6612e-04 - acc: 1.000 - ETA: 4s - loss: 7.2679e-04 - acc: 1.000 - ETA: 4s - loss: 6.8130e-04 - acc: 1.000 - ETA: 4s - loss: 6.5084e-04 - acc: 1.000 - ETA: 4s - loss: 6.1264e-04 - acc: 1.000 - ETA: 4s - loss: 5.8782e-04 - acc: 1.000 - ETA: 4s - loss: 5.5655e-04 - acc: 1.000 - ETA: 4s - loss: 5.3534e-04 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9994 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.997 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - 5s 803us/step - loss: 0.0172 - acc: 0.9981 - val_loss: 1.3468 - val_acc: 0.8515 Epoch 00440: val_loss did not improve from 0.55729 Epoch 441/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-06 - acc: 1.000 - ETA: 4s - loss: 2.6430e-04 - acc: 1.000 - ETA: 5s - loss: 1.6992e-04 - acc: 1.000 - ETA: 4s - loss: 1.1510e-04 - acc: 1.000 - ETA: 4s - loss: 8.6371e-05 - acc: 1.000 - ETA: 4s - loss: 7.2752e-05 - acc: 1.000 - ETA: 4s - loss: 1.2375e-04 - acc: 1.000 - ETA: 4s - loss: 1.0700e-04 - acc: 1.000 - ETA: 4s - loss: 9.3337e-05 - acc: 1.000 - ETA: 4s - loss: 8.5193e-05 - acc: 1.000 - ETA: 4s - loss: 2.2259e-04 - acc: 1.000 - ETA: 4s - loss: 2.0153e-04 - acc: 1.000 - ETA: 4s - loss: 1.8413e-04 - acc: 1.000 - ETA: 4s - loss: 2.2628e-04 - acc: 1.000 - ETA: 4s - loss: 2.1531e-04 - acc: 1.000 - ETA: 4s - loss: 2.0386e-04 - acc: 1.000 - ETA: 4s - loss: 1.9047e-04 - acc: 1.000 - ETA: 4s - loss: 1.7860e-04 - acc: 1.000 - ETA: 4s - loss: 1.7064e-04 - acc: 1.000 - ETA: 4s - loss: 1.8344e-04 - acc: 1.000 - ETA: 4s - loss: 8.1178e-04 - acc: 0.999 - ETA: 3s - loss: 7.7378e-04 - acc: 0.999 - ETA: 3s - loss: 7.3647e-04 - acc: 0.999 - ETA: 3s - loss: 7.1959e-04 - acc: 0.999 - ETA: 3s - loss: 6.9537e-04 - acc: 0.999 - ETA: 3s - loss: 6.6549e-04 - acc: 0.999 - ETA: 3s - loss: 6.3825e-04 - acc: 0.999 - ETA: 3s - loss: 6.1936e-04 - acc: 0.999 - ETA: 3s - loss: 8.9375e-04 - acc: 0.999 - ETA: 3s - loss: 8.6110e-04 - acc: 0.999 - ETA: 3s - loss: 9.2763e-04 - acc: 0.999 - ETA: 3s - loss: 8.9542e-04 - acc: 0.999 - ETA: 3s - loss: 8.6547e-04 - acc: 0.999 - ETA: 3s - loss: 8.3737e-04 - acc: 0.999 - ETA: 3s - loss: 8.1744e-04 - acc: 0.999 - ETA: 3s - loss: 7.9235e-04 - acc: 0.999 - ETA: 3s - loss: 7.7700e-04 - acc: 0.999 - ETA: 3s - loss: 7.5989e-04 - acc: 0.999 - ETA: 3s - loss: 7.3876e-04 - acc: 0.999 - ETA: 2s - loss: 7.2326e-04 - acc: 0.999 - ETA: 2s - loss: 7.0879e-04 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.9993 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 819us/step - loss: 0.0096 - acc: 0.9987 - val_loss: 1.4541 - val_acc: 0.8419 Epoch 00441: val_loss did not improve from 0.55729 Epoch 442/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0046 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 6.6794e-04 - acc: 1.000 - ETA: 5s - loss: 4.6934e-04 - acc: 1.000 - ETA: 5s - loss: 3.7130e-04 - acc: 1.000 - ETA: 5s - loss: 3.0275e-04 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9976 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0212 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - 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ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - 6s 838us/step - loss: 0.0094 - acc: 0.9988 - val_loss: 1.4341 - val_acc: 0.8575 Epoch 00442: val_loss did not improve from 0.55729 Epoch 443/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 1.5835e-04 - acc: 1.000 - ETA: 5s - loss: 9.5671e-05 - acc: 1.000 - ETA: 5s - loss: 6.7994e-05 - acc: 1.000 - ETA: 5s - loss: 4.9375e-05 - acc: 1.000 - ETA: 5s - loss: 4.2541e-05 - acc: 1.000 - ETA: 5s - loss: 4.1972e-05 - acc: 1.000 - ETA: 5s - loss: 3.6526e-05 - acc: 1.000 - ETA: 4s - loss: 5.3037e-05 - acc: 1.000 - ETA: 4s - loss: 4.7801e-05 - acc: 1.000 - ETA: 4s - loss: 4.3486e-05 - acc: 1.000 - ETA: 4s - loss: 4.0523e-05 - acc: 1.000 - ETA: 4s - loss: 3.7773e-05 - acc: 1.000 - ETA: 4s - loss: 6.4319e-04 - acc: 1.000 - ETA: 4s - loss: 6.0176e-04 - acc: 1.000 - ETA: 4s - loss: 5.6493e-04 - acc: 1.000 - ETA: 4s - loss: 5.3235e-04 - acc: 1.000 - ETA: 4s - loss: 5.0449e-04 - acc: 1.000 - ETA: 4s - loss: 4.7843e-04 - acc: 1.000 - ETA: 4s - loss: 4.5492e-04 - acc: 1.000 - ETA: 4s - loss: 4.3361e-04 - acc: 1.000 - ETA: 4s - loss: 4.1420e-04 - acc: 1.000 - ETA: 4s - loss: 3.9922e-04 - acc: 1.000 - ETA: 4s - loss: 3.8282e-04 - acc: 1.000 - ETA: 4s - loss: 3.6772e-04 - acc: 1.000 - ETA: 4s - loss: 3.5377e-04 - acc: 1.000 - ETA: 4s - loss: 3.4084e-04 - acc: 1.000 - ETA: 4s - loss: 3.2884e-04 - acc: 1.000 - ETA: 4s - loss: 3.1763e-04 - acc: 1.000 - ETA: 4s - loss: 3.1210e-04 - acc: 1.000 - ETA: 3s - loss: 3.0215e-04 - acc: 1.000 - ETA: 3s - loss: 2.9386e-04 - acc: 1.000 - ETA: 3s - loss: 2.8749e-04 - acc: 1.000 - ETA: 3s - loss: 2.7644e-04 - acc: 1.000 - ETA: 3s - loss: 2.6891e-04 - acc: 1.000 - ETA: 3s - loss: 2.6159e-04 - acc: 1.000 - ETA: 3s - loss: 2.5464e-04 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - 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acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 853us/step - loss: 0.0100 - acc: 0.9990 - val_loss: 1.3557 - val_acc: 0.8539 Epoch 00443: val_loss did not improve from 0.55729 Epoch 444/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.5942e-06 - acc: 1.000 - ETA: 5s - loss: 5.6117e-04 - acc: 1.000 - ETA: 5s - loss: 3.2315e-04 - acc: 1.000 - ETA: 5s - loss: 2.0577e-04 - acc: 1.000 - ETA: 5s - loss: 1.6177e-04 - acc: 1.000 - ETA: 5s - loss: 1.2658e-04 - acc: 1.000 - ETA: 5s - loss: 1.0876e-04 - acc: 1.000 - ETA: 5s - loss: 9.5211e-05 - acc: 1.000 - ETA: 5s - loss: 8.6750e-05 - acc: 1.000 - ETA: 5s - loss: 0.0220 - acc: 0.9983 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - 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acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 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loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 813us/step - loss: 0.0124 - acc: 0.9985 - val_loss: 1.4563 - val_acc: 0.8371 Epoch 00445: val_loss did not improve from 0.55729 Epoch 446/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.4135e-07 - acc: 1.000 - ETA: 5s - loss: 1.9302e-06 - acc: 1.000 - ETA: 5s - loss: 2.7309e-06 - acc: 1.000 - ETA: 5s - loss: 2.2515e-06 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 0.9972 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6314e-04 - acc: 0.999 - ETA: 4s - loss: 9.2225e-04 - acc: 0.999 - ETA: 4s - loss: 8.7662e-04 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.9987 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 797us/step - loss: 0.0112 - acc: 0.9985 - val_loss: 1.5263 - val_acc: 0.8467 Epoch 00446: val_loss did not improve from 0.55729 Epoch 447/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4782e-06 - acc: 1.000 - ETA: 5s - loss: 2.7469e-06 - acc: 1.000 - ETA: 4s - loss: 1.2233e-05 - acc: 1.000 - ETA: 4s - loss: 1.0552e-05 - acc: 1.000 - ETA: 4s - loss: 8.9105e-06 - acc: 1.000 - ETA: 4s - loss: 8.3443e-06 - acc: 1.000 - ETA: 4s - loss: 8.7573e-06 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.997 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 795us/step - loss: 0.0139 - acc: 0.9981 - val_loss: 1.4076 - val_acc: 0.8395 Epoch 00447: val_loss did not improve from 0.55729 Epoch 448/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.9171e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0673 - acc: 0.995 - ETA: 4s - loss: 0.0505 - acc: 0.996 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 794us/step - loss: 0.0131 - acc: 0.9984 - val_loss: 1.4026 - val_acc: 0.8503 Epoch 00448: val_loss did not improve from 0.55729 Epoch 449/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.5929e-05 - acc: 1.000 - ETA: 5s - loss: 0.0346 - acc: 0.9900 - ETA: 5s - loss: 0.0192 - acc: 0.994 - ETA: 4s - loss: 0.0207 - acc: 0.992 - ETA: 4s - loss: 0.0159 - acc: 0.994 - ETA: 4s - loss: 0.0135 - acc: 0.995 - ETA: 4s - loss: 0.0112 - acc: 0.995 - ETA: 4s - loss: 0.0096 - acc: 0.996 - ETA: 4s - loss: 0.0084 - acc: 0.996 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0058 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 794us/step - loss: 0.0117 - acc: 0.9984 - val_loss: 1.4091 - val_acc: 0.8443 Epoch 00449: val_loss did not improve from 0.55729 Epoch 450/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0100e-07 - acc: 1.000 - ETA: 4s - loss: 6.7978e-04 - acc: 1.000 - ETA: 5s - loss: 4.3292e-04 - acc: 1.000 - ETA: 4s - loss: 0.0423 - acc: 0.9958 - ETA: 4s - loss: 0.0779 - acc: 0.993 - ETA: 4s - loss: 0.0624 - acc: 0.995 - ETA: 4s - loss: 0.0542 - acc: 0.995 - ETA: 4s - loss: 0.0462 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.996 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 792us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.3538 - val_acc: 0.8491 Epoch 00450: val_loss did not improve from 0.55729 Epoch 451/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.8654e-06 - acc: 1.000 - ETA: 5s - loss: 1.7063e-06 - acc: 1.000 - ETA: 5s - loss: 0.0035 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 793us/step - loss: 0.0124 - acc: 0.9987 - val_loss: 1.4515 - val_acc: 0.8407 Epoch 00451: val_loss did not improve from 0.55729 Epoch 452/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.9165e-05 - acc: 1.000 - ETA: 4s - loss: 2.5267e-04 - acc: 1.000 - ETA: 4s - loss: 1.4082e-04 - acc: 1.000 - ETA: 4s - loss: 1.0959e-04 - acc: 1.000 - ETA: 4s - loss: 8.2824e-05 - acc: 1.000 - ETA: 4s - loss: 8.0304e-05 - acc: 1.000 - ETA: 4s - loss: 6.6989e-05 - acc: 1.000 - ETA: 4s - loss: 6.0311e-05 - acc: 1.000 - ETA: 4s - loss: 0.0190 - acc: 0.9984 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0246 - acc: 0.997 - ETA: 2s - loss: 0.0241 - acc: 0.997 - ETA: 2s - loss: 0.0236 - acc: 0.997 - ETA: 2s - loss: 0.0231 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 1s - loss: 0.0205 - acc: 0.997 - ETA: 1s - loss: 0.0202 - acc: 0.997 - ETA: 1s - loss: 0.0199 - acc: 0.997 - ETA: 1s - loss: 0.0195 - acc: 0.997 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 1s - loss: 0.0215 - acc: 0.997 - ETA: 1s - loss: 0.0211 - acc: 0.997 - ETA: 1s - loss: 0.0208 - acc: 0.997 - ETA: 1s - loss: 0.0205 - acc: 0.997 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.997 - ETA: 1s - loss: 0.0201 - acc: 0.997 - ETA: 1s - loss: 0.0198 - acc: 0.997 - ETA: 1s - loss: 0.0195 - acc: 0.997 - ETA: 1s - loss: 0.0192 - acc: 0.997 - ETA: 0s - loss: 0.0196 - acc: 0.997 - ETA: 0s - loss: 0.0195 - acc: 0.997 - ETA: 0s - loss: 0.0193 - acc: 0.997 - ETA: 0s - loss: 0.0190 - acc: 0.997 - ETA: 0s - loss: 0.0188 - acc: 0.997 - ETA: 0s - loss: 0.0185 - acc: 0.997 - ETA: 0s - loss: 0.0184 - acc: 0.997 - ETA: 0s - loss: 0.0181 - acc: 0.997 - ETA: 0s - loss: 0.0179 - acc: 0.997 - ETA: 0s - loss: 0.0176 - acc: 0.997 - ETA: 0s - loss: 0.0174 - acc: 0.997 - ETA: 0s - loss: 0.0172 - acc: 0.997 - ETA: 0s - loss: 0.0170 - acc: 0.997 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - 5s 793us/step - loss: 0.0160 - acc: 0.9981 - val_loss: 1.4107 - val_acc: 0.8587 Epoch 00452: val_loss did not improve from 0.55729 Epoch 453/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1003e-06 - acc: 1.000 - ETA: 5s - loss: 1.9347e-06 - acc: 1.000 - ETA: 5s - loss: 1.3504e-06 - acc: 1.000 - ETA: 4s - loss: 1.0930e-06 - acc: 1.000 - ETA: 5s - loss: 9.7656e-07 - acc: 1.000 - ETA: 4s - loss: 3.9208e-06 - acc: 1.000 - ETA: 4s - loss: 3.3579e-06 - acc: 1.000 - ETA: 4s - loss: 3.0292e-06 - acc: 1.000 - ETA: 4s - loss: 9.5582e-06 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9986 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 794us/step - loss: 0.0131 - acc: 0.9987 - val_loss: 1.4726 - val_acc: 0.8479 Epoch 00453: val_loss did not improve from 0.55729 Epoch 454/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0993 - acc: 0.9875 - ETA: 5s - loss: 0.0496 - acc: 0.993 - ETA: 4s - loss: 0.0331 - acc: 0.995 - ETA: 4s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 796us/step - loss: 0.0119 - acc: 0.9988 - val_loss: 1.4990 - val_acc: 0.8443 Epoch 00454: val_loss did not improve from 0.55729 Epoch 455/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.0664e-07 - acc: 1.000 - ETA: 4s - loss: 6.3068e-06 - acc: 1.000 - ETA: 5s - loss: 4.4208e-06 - acc: 1.000 - ETA: 4s - loss: 3.3503e-06 - acc: 1.000 - ETA: 4s - loss: 7.3689e-06 - acc: 1.000 - ETA: 4s - loss: 6.3704e-06 - acc: 1.000 - ETA: 4s - loss: 1.7913e-04 - acc: 1.000 - ETA: 4s - loss: 1.5294e-04 - acc: 1.000 - ETA: 4s - loss: 1.8100e-04 - acc: 1.000 - ETA: 4s - loss: 1.6674e-04 - acc: 1.000 - ETA: 4s - loss: 1.4923e-04 - acc: 1.000 - ETA: 4s - loss: 1.3515e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9989 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7142e-04 - acc: 0.999 - ETA: 3s - loss: 9.7412e-04 - acc: 0.999 - ETA: 3s - loss: 9.3398e-04 - acc: 0.999 - ETA: 3s - loss: 8.9755e-04 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.9990 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 796us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.4769 - val_acc: 0.8419 Epoch 00455: val_loss did not improve from 0.55729 Epoch 456/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1952e-05 - acc: 1.000 - ETA: 5s - loss: 6.0500e-06 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.9958 - ETA: 4s - loss: 0.0174 - acc: 0.996 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0121 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 794us/step - loss: 0.0140 - acc: 0.9984 - val_loss: 1.4470 - val_acc: 0.8419 Epoch 00456: val_loss did not improve from 0.55729 Epoch 457/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.8849e-04 - acc: 1.000 - ETA: 5s - loss: 8.5471e-04 - acc: 1.000 - ETA: 5s - loss: 0.0241 - acc: 0.9937 - ETA: 5s - loss: 0.0161 - acc: 0.995 - ETA: 5s - loss: 0.0129 - acc: 0.996 - ETA: 4s - loss: 0.0102 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.997 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0158 - acc: 0.997 - ETA: 2s - loss: 0.0155 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0123 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.997 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 800us/step - loss: 0.0104 - acc: 0.9981 - val_loss: 1.3884 - val_acc: 0.8467 Epoch 00457: val_loss did not improve from 0.55729 Epoch 458/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.2015e-05 - acc: 1.000 - ETA: 5s - loss: 8.6904e-05 - acc: 1.000 - ETA: 5s - loss: 5.4797e-04 - acc: 1.000 - ETA: 4s - loss: 4.1126e-04 - acc: 1.000 - ETA: 4s - loss: 5.1691e-04 - acc: 1.000 - ETA: 4s - loss: 4.2849e-04 - acc: 1.000 - ETA: 4s - loss: 3.7917e-04 - acc: 1.000 - ETA: 4s - loss: 3.2886e-04 - acc: 1.000 - ETA: 4s - loss: 2.9219e-04 - acc: 1.000 - ETA: 4s - loss: 2.6995e-04 - acc: 1.000 - ETA: 4s - loss: 2.5547e-04 - acc: 1.000 - ETA: 4s - loss: 2.3826e-04 - acc: 1.000 - ETA: 4s - loss: 2.6801e-04 - acc: 1.000 - ETA: 4s - loss: 2.6338e-04 - acc: 1.000 - ETA: 4s - loss: 2.4881e-04 - acc: 1.000 - ETA: 4s - loss: 2.3170e-04 - acc: 1.000 - ETA: 4s - loss: 2.1700e-04 - acc: 1.000 - ETA: 4s - loss: 2.1001e-04 - acc: 1.000 - ETA: 4s - loss: 2.0135e-04 - acc: 1.000 - ETA: 4s - loss: 1.9166e-04 - acc: 1.000 - ETA: 4s - loss: 1.8179e-04 - acc: 1.000 - ETA: 3s - loss: 1.7535e-04 - acc: 1.000 - ETA: 3s - loss: 5.5546e-04 - acc: 1.000 - ETA: 3s - loss: 6.8420e-04 - acc: 1.000 - ETA: 3s - loss: 6.5415e-04 - acc: 1.000 - ETA: 3s - loss: 6.2666e-04 - acc: 1.000 - ETA: 3s - loss: 6.4546e-04 - acc: 1.000 - ETA: 3s - loss: 6.4839e-04 - acc: 1.000 - ETA: 3s - loss: 6.2987e-04 - acc: 1.000 - ETA: 3s - loss: 6.0676e-04 - acc: 1.000 - ETA: 3s - loss: 5.9458e-04 - acc: 1.000 - ETA: 3s - loss: 5.7908e-04 - acc: 1.000 - ETA: 3s - loss: 5.6430e-04 - acc: 1.000 - ETA: 3s - loss: 5.4596e-04 - acc: 1.000 - ETA: 3s - loss: 5.3300e-04 - acc: 1.000 - ETA: 3s - loss: 5.1661e-04 - acc: 1.000 - ETA: 3s - loss: 5.0122e-04 - acc: 1.000 - ETA: 3s - loss: 4.8729e-04 - acc: 1.000 - ETA: 3s - loss: 4.7692e-04 - acc: 1.000 - ETA: 2s - loss: 4.6383e-04 - acc: 1.000 - ETA: 2s - loss: 0.0019 - acc: 0.9997 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 801us/step - loss: 0.0104 - acc: 0.9990 - val_loss: 1.5349 - val_acc: 0.8467 Epoch 00458: val_loss did not improve from 0.55729 Epoch 459/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2658e-05 - acc: 1.000 - ETA: 5s - loss: 2.0787e-05 - acc: 1.000 - ETA: 5s - loss: 6.8473e-05 - acc: 1.000 - ETA: 4s - loss: 5.1546e-05 - acc: 1.000 - ETA: 4s - loss: 4.1677e-05 - acc: 1.000 - ETA: 4s - loss: 7.5965e-05 - acc: 1.000 - ETA: 4s - loss: 6.4768e-05 - acc: 1.000 - ETA: 4s - loss: 5.7192e-05 - acc: 1.000 - ETA: 4s - loss: 5.0690e-05 - acc: 1.000 - ETA: 4s - loss: 4.5529e-05 - acc: 1.000 - ETA: 4s - loss: 2.0303e-04 - acc: 1.000 - ETA: 4s - loss: 2.4794e-04 - acc: 1.000 - ETA: 4s - loss: 2.3105e-04 - acc: 1.000 - ETA: 4s - loss: 2.1803e-04 - acc: 1.000 - ETA: 4s - loss: 7.1015e-04 - acc: 1.000 - ETA: 4s - loss: 6.7467e-04 - acc: 1.000 - ETA: 4s - loss: 6.3255e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9993 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9771e-04 - acc: 0.999 - ETA: 3s - loss: 9.6136e-04 - acc: 0.999 - ETA: 3s - loss: 9.2751e-04 - acc: 0.999 - ETA: 3s - loss: 8.8584e-04 - acc: 0.999 - ETA: 3s - loss: 8.4775e-04 - acc: 0.999 - ETA: 3s - loss: 8.2126e-04 - acc: 0.999 - ETA: 3s - loss: 7.8842e-04 - acc: 0.999 - ETA: 3s - loss: 7.6573e-04 - acc: 0.999 - ETA: 3s - loss: 7.3714e-04 - acc: 0.999 - ETA: 3s - loss: 7.1059e-04 - acc: 0.999 - ETA: 3s - loss: 6.8587e-04 - acc: 0.999 - ETA: 3s - loss: 6.6844e-04 - acc: 0.999 - ETA: 3s - loss: 6.4654e-04 - acc: 0.999 - ETA: 3s - loss: 6.2602e-04 - acc: 0.999 - ETA: 3s - loss: 6.7410e-04 - acc: 0.999 - ETA: 3s - loss: 6.5383e-04 - acc: 0.999 - ETA: 3s - loss: 6.3477e-04 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.9993 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 5s 806us/step - loss: 0.0087 - acc: 0.9993 - val_loss: 1.5275 - val_acc: 0.8383 Epoch 00459: val_loss did not improve from 0.55729 Epoch 460/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.6029e-07 - acc: 1.000 - ETA: 5s - loss: 8.5510e-05 - acc: 1.000 - ETA: 5s - loss: 4.8957e-05 - acc: 1.000 - ETA: 5s - loss: 4.5731e-05 - acc: 1.000 - ETA: 5s - loss: 4.6932e-04 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2468e-04 - acc: 1.000 - ETA: 4s - loss: 8.6258e-04 - acc: 1.000 - ETA: 4s - loss: 8.2243e-04 - acc: 1.000 - ETA: 4s - loss: 7.7106e-04 - acc: 1.000 - ETA: 4s - loss: 7.3654e-04 - acc: 1.000 - ETA: 4s - loss: 6.9532e-04 - acc: 1.000 - ETA: 4s - loss: 6.5857e-04 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9994 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 801us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.4168 - val_acc: 0.8431 Epoch 00460: val_loss did not improve from 0.55729 Epoch 461/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.0100e-07 - acc: 1.000 - ETA: 5s - loss: 2.6442e-06 - acc: 1.000 - ETA: 5s - loss: 1.3678e-05 - acc: 1.000 - ETA: 5s - loss: 1.3710e-05 - acc: 1.000 - ETA: 4s - loss: 1.0806e-05 - acc: 1.000 - ETA: 4s - loss: 1.0754e-05 - acc: 1.000 - ETA: 4s - loss: 9.3749e-06 - acc: 1.000 - ETA: 4s - loss: 6.0471e-05 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 0.9984 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0388 - acc: 0.996 - ETA: 4s - loss: 0.0354 - acc: 0.996 - ETA: 4s - loss: 0.0325 - acc: 0.996 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0348 - acc: 0.995 - ETA: 4s - loss: 0.0327 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0277 - acc: 0.996 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0252 - acc: 0.996 - ETA: 3s - loss: 0.0245 - acc: 0.996 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 1s - loss: 0.0180 - acc: 0.997 - ETA: 1s - loss: 0.0177 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 799us/step - loss: 0.0127 - acc: 0.9985 - val_loss: 1.4482 - val_acc: 0.8491 Epoch 00461: val_loss did not improve from 0.55729 Epoch 462/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.9572e-07 - acc: 1.000 - ETA: 4s - loss: 5.1461e-06 - acc: 1.000 - ETA: 5s - loss: 3.3650e-06 - acc: 1.000 - ETA: 4s - loss: 2.6062e-06 - acc: 1.000 - ETA: 4s - loss: 8.8298e-06 - acc: 1.000 - ETA: 4s - loss: 7.2936e-06 - acc: 1.000 - ETA: 4s - loss: 6.7347e-06 - acc: 1.000 - ETA: 4s - loss: 6.0562e-06 - acc: 1.000 - ETA: 4s - loss: 5.3373e-06 - acc: 1.000 - ETA: 4s - loss: 4.7279e-06 - acc: 1.000 - ETA: 4s - loss: 4.3605e-06 - acc: 1.000 - ETA: 4s - loss: 3.9467e-06 - acc: 1.000 - ETA: 4s - loss: 3.6070e-06 - acc: 1.000 - ETA: 4s - loss: 3.3885e-06 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9990 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 794us/step - loss: 0.0115 - acc: 0.9987 - val_loss: 1.4037 - val_acc: 0.8503 Epoch 00462: val_loss did not improve from 0.55729 Epoch 463/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.6318e-04 - acc: 1.000 - ETA: 4s - loss: 9.3448e-05 - acc: 1.000 - ETA: 5s - loss: 2.0349e-04 - acc: 1.000 - ETA: 4s - loss: 5.1473e-04 - acc: 1.000 - ETA: 4s - loss: 3.8681e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9974 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.8108e-04 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.9982 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.996 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 796us/step - loss: 0.0105 - acc: 0.9985 - val_loss: 1.4015 - val_acc: 0.8443 Epoch 00463: val_loss did not improve from 0.55729 Epoch 464/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.7651e-07 - acc: 1.000 - ETA: 5s - loss: 3.9563e-07 - acc: 1.000 - ETA: 5s - loss: 4.3470e-06 - acc: 1.000 - ETA: 4s - loss: 3.2817e-06 - acc: 1.000 - ETA: 4s - loss: 2.7239e-06 - acc: 1.000 - ETA: 4s - loss: 2.1776e-06 - acc: 1.000 - ETA: 4s - loss: 3.2936e-06 - acc: 1.000 - ETA: 4s - loss: 3.0666e-06 - acc: 1.000 - ETA: 4s - loss: 2.6738e-06 - acc: 1.000 - ETA: 4s - loss: 2.4618e-06 - acc: 1.000 - ETA: 4s - loss: 2.5788e-06 - acc: 1.000 - ETA: 4s - loss: 2.4033e-06 - acc: 1.000 - ETA: 4s - loss: 2.0091e-05 - acc: 1.000 - ETA: 4s - loss: 1.8497e-05 - acc: 1.000 - ETA: 4s - loss: 1.7087e-05 - acc: 1.000 - ETA: 4s - loss: 1.6163e-05 - acc: 1.000 - ETA: 4s - loss: 1.5082e-05 - acc: 1.000 - ETA: 4s - loss: 1.4358e-05 - acc: 1.000 - ETA: 4s - loss: 0.0067 - acc: 0.9992 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 806us/step - loss: 0.0121 - acc: 0.9985 - val_loss: 1.3918 - val_acc: 0.8467 Epoch 00464: val_loss did not improve from 0.55729 Epoch 465/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 5.5153e-06 - acc: 1.000 - ETA: 5s - loss: 3.7101e-06 - acc: 1.000 - ETA: 5s - loss: 3.5322e-06 - acc: 1.000 - ETA: 5s - loss: 3.5611e-06 - acc: 1.000 - ETA: 5s - loss: 7.4349e-05 - acc: 1.000 - ETA: 5s - loss: 6.3332e-05 - acc: 1.000 - ETA: 5s - loss: 5.3962e-05 - acc: 1.000 - ETA: 5s - loss: 5.0692e-05 - acc: 1.000 - ETA: 4s - loss: 6.5475e-05 - acc: 1.000 - ETA: 4s - loss: 5.9708e-05 - acc: 1.000 - ETA: 4s - loss: 5.7590e-05 - acc: 1.000 - ETA: 4s - loss: 5.2120e-05 - acc: 1.000 - ETA: 4s - loss: 4.8640e-05 - acc: 1.000 - ETA: 4s - loss: 4.5607e-05 - acc: 1.000 - ETA: 4s - loss: 4.2045e-05 - acc: 1.000 - ETA: 4s - loss: 3.9749e-05 - acc: 1.000 - ETA: 4s - loss: 4.7753e-05 - acc: 1.000 - ETA: 4s - loss: 4.9786e-05 - acc: 1.000 - ETA: 4s - loss: 1.7301e-04 - acc: 1.000 - ETA: 4s - loss: 1.6581e-04 - acc: 1.000 - ETA: 4s - loss: 1.5917e-04 - acc: 1.000 - ETA: 4s - loss: 1.5281e-04 - acc: 1.000 - ETA: 4s - loss: 1.4694e-04 - acc: 1.000 - ETA: 4s - loss: 1.4154e-04 - acc: 1.000 - ETA: 3s - loss: 1.3491e-04 - acc: 1.000 - ETA: 3s - loss: 1.3143e-04 - acc: 1.000 - ETA: 3s - loss: 1.4639e-04 - acc: 1.000 - ETA: 3s - loss: 1.4200e-04 - acc: 1.000 - ETA: 3s - loss: 1.3646e-04 - acc: 1.000 - ETA: 3s - loss: 1.3517e-04 - acc: 1.000 - ETA: 3s - loss: 1.3136e-04 - acc: 1.000 - ETA: 3s - loss: 1.2660e-04 - acc: 1.000 - ETA: 3s - loss: 1.2222e-04 - acc: 1.000 - ETA: 3s - loss: 1.1996e-04 - acc: 1.000 - ETA: 3s - loss: 1.1709e-04 - acc: 1.000 - ETA: 3s - loss: 1.1332e-04 - acc: 1.000 - ETA: 3s - loss: 1.1109e-04 - acc: 1.000 - ETA: 3s - loss: 1.0861e-04 - acc: 1.000 - ETA: 3s - loss: 1.0550e-04 - acc: 1.000 - ETA: 3s - loss: 1.0319e-04 - acc: 1.000 - ETA: 3s - loss: 3.4507e-04 - acc: 1.000 - ETA: 3s - loss: 3.3558e-04 - acc: 1.000 - ETA: 2s - loss: 3.2890e-04 - acc: 1.000 - ETA: 2s - loss: 0.0041 - acc: 0.9997 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 6s 824us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.4476 - val_acc: 0.8503 Epoch 00465: val_loss did not improve from 0.55729 Epoch 466/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5630e-06 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9900 - ETA: 5s - loss: 0.0092 - acc: 0.993 - ETA: 5s - loss: 0.0067 - acc: 0.995 - ETA: 4s - loss: 0.0049 - acc: 0.996 - ETA: 5s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.996 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.996 - ETA: 4s - loss: 0.0223 - acc: 0.996 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.996 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.996 - ETA: 3s - loss: 0.0221 - acc: 0.996 - ETA: 3s - loss: 0.0223 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.996 - ETA: 3s - loss: 0.0203 - acc: 0.996 - ETA: 3s - loss: 0.0198 - acc: 0.996 - ETA: 3s - loss: 0.0192 - acc: 0.996 - ETA: 3s - loss: 0.0188 - acc: 0.996 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0157 - acc: 0.997 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0131 - acc: 0.997 - ETA: 2s - loss: 0.0129 - acc: 0.997 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0150 - acc: 0.997 - ETA: 1s - loss: 0.0147 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0136 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 817us/step - loss: 0.0139 - acc: 0.9982 - val_loss: 1.4612 - val_acc: 0.8575 Epoch 00466: val_loss did not improve from 0.55729 Epoch 467/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4812e-06 - acc: 1.000 - ETA: 5s - loss: 6.0261e-07 - acc: 1.000 - ETA: 5s - loss: 1.3088e-06 - acc: 1.000 - ETA: 5s - loss: 2.2291e-06 - acc: 1.000 - ETA: 5s - loss: 8.8612e-06 - acc: 1.000 - ETA: 5s - loss: 0.0140 - acc: 0.9972 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 816us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.4846 - val_acc: 0.8455 Epoch 00467: val_loss did not improve from 0.55729 Epoch 468/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2021e-07 - acc: 1.000 - ETA: 4s - loss: 4.5479e-07 - acc: 1.000 - ETA: 5s - loss: 3.3714e-07 - acc: 1.000 - ETA: 4s - loss: 3.2509e-07 - acc: 1.000 - ETA: 4s - loss: 1.1759e-05 - acc: 1.000 - ETA: 4s - loss: 1.1628e-05 - acc: 1.000 - ETA: 4s - loss: 1.0121e-05 - acc: 1.000 - ETA: 4s - loss: 9.3952e-06 - acc: 1.000 - ETA: 4s - loss: 1.0144e-05 - acc: 1.000 - ETA: 4s - loss: 9.7714e-06 - acc: 1.000 - ETA: 4s - loss: 8.7684e-06 - acc: 1.000 - ETA: 4s - loss: 8.1034e-06 - acc: 1.000 - ETA: 4s - loss: 1.1023e-05 - acc: 1.000 - ETA: 4s - loss: 1.1932e-05 - acc: 1.000 - ETA: 4s - loss: 1.1460e-05 - acc: 1.000 - ETA: 4s - loss: 1.0822e-05 - acc: 1.000 - ETA: 4s - loss: 1.0086e-05 - acc: 1.000 - ETA: 4s - loss: 9.4757e-06 - acc: 1.000 - ETA: 4s - loss: 1.3860e-05 - acc: 1.000 - ETA: 4s - loss: 7.7524e-04 - acc: 0.999 - ETA: 4s - loss: 7.3220e-04 - acc: 0.999 - ETA: 4s - loss: 7.0580e-04 - acc: 0.999 - ETA: 4s - loss: 6.7008e-04 - acc: 0.999 - ETA: 3s - loss: 6.4572e-04 - acc: 0.999 - ETA: 3s - loss: 6.2357e-04 - acc: 0.999 - ETA: 3s - loss: 6.4763e-04 - acc: 0.999 - ETA: 3s - loss: 6.1991e-04 - acc: 0.999 - ETA: 3s - loss: 6.0264e-04 - acc: 0.999 - ETA: 3s - loss: 5.7862e-04 - acc: 0.999 - ETA: 3s - loss: 5.6196e-04 - acc: 0.999 - ETA: 3s - loss: 5.4096e-04 - acc: 0.999 - ETA: 3s - loss: 5.2824e-04 - acc: 0.999 - ETA: 3s - loss: 5.1446e-04 - acc: 0.999 - ETA: 3s - loss: 5.0341e-04 - acc: 0.999 - ETA: 3s - loss: 5.4838e-04 - acc: 0.999 - ETA: 3s - loss: 5.3512e-04 - acc: 0.999 - ETA: 3s - loss: 5.1840e-04 - acc: 0.999 - ETA: 3s - loss: 5.0657e-04 - acc: 0.999 - ETA: 3s - loss: 4.9163e-04 - acc: 0.999 - ETA: 3s - loss: 4.8099e-04 - acc: 0.999 - ETA: 3s - loss: 4.6842e-04 - acc: 0.999 - ETA: 2s - loss: 4.5660e-04 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.9993 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 811us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.3414 - val_acc: 0.8503 Epoch 00468: val_loss did not improve from 0.55729 Epoch 469/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 4.3512e-07 - acc: 1.000 - ETA: 5s - loss: 1.6378e-06 - acc: 1.000 - ETA: 4s - loss: 1.2133e-06 - acc: 1.000 - ETA: 4s - loss: 1.0173e-06 - acc: 1.000 - ETA: 4s - loss: 1.0439e-06 - acc: 1.000 - ETA: 4s - loss: 5.5321e-05 - acc: 1.000 - ETA: 4s - loss: 4.9027e-05 - acc: 1.000 - ETA: 4s - loss: 4.4159e-05 - acc: 1.000 - ETA: 4s - loss: 3.9389e-05 - acc: 1.000 - ETA: 4s - loss: 3.8417e-05 - acc: 1.000 - ETA: 4s - loss: 3.7689e-05 - acc: 1.000 - ETA: 4s - loss: 3.4276e-05 - acc: 1.000 - ETA: 4s - loss: 3.2169e-05 - acc: 1.000 - ETA: 4s - loss: 2.9710e-05 - acc: 1.000 - ETA: 4s - loss: 2.8072e-05 - acc: 1.000 - ETA: 4s - loss: 2.6611e-05 - acc: 1.000 - ETA: 4s - loss: 2.8266e-05 - acc: 1.000 - ETA: 4s - loss: 2.6658e-05 - acc: 1.000 - ETA: 4s - loss: 2.5518e-05 - acc: 1.000 - ETA: 4s - loss: 2.4090e-05 - acc: 1.000 - ETA: 4s - loss: 2.3121e-05 - acc: 1.000 - ETA: 4s - loss: 2.1975e-05 - acc: 1.000 - ETA: 3s - loss: 2.7355e-04 - acc: 1.000 - ETA: 3s - loss: 2.6161e-04 - acc: 1.000 - ETA: 3s - loss: 2.5272e-04 - acc: 1.000 - ETA: 3s - loss: 2.4176e-04 - acc: 1.000 - ETA: 3s - loss: 2.3588e-04 - acc: 1.000 - ETA: 3s - loss: 2.2885e-04 - acc: 1.000 - ETA: 3s - loss: 2.2170e-04 - acc: 1.000 - ETA: 3s - loss: 2.1596e-04 - acc: 1.000 - ETA: 3s - loss: 2.1004e-04 - acc: 1.000 - ETA: 3s - loss: 6.9581e-04 - acc: 0.999 - ETA: 3s - loss: 6.7788e-04 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.9992 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0037 - acc: 0.998 - ETA: 2s - loss: 0.0036 - acc: 0.998 - ETA: 2s - loss: 0.0035 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0034 - acc: 0.998 - ETA: 2s - loss: 0.0033 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0032 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 1s - loss: 0.0052 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - 5s 811us/step - loss: 0.0077 - acc: 0.9982 - val_loss: 1.3430 - val_acc: 0.8587 Epoch 00469: val_loss did not improve from 0.55729 Epoch 470/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.1381e-06 - acc: 1.000 - ETA: 5s - loss: 0.0714 - acc: 0.9875 - ETA: 5s - loss: 0.0357 - acc: 0.993 - ETA: 4s - loss: 0.0238 - acc: 0.995 - ETA: 4s - loss: 0.0190 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - 5s 811us/step - loss: 0.0081 - acc: 0.9991 - val_loss: 1.3183 - val_acc: 0.8563 Epoch 00470: val_loss did not improve from 0.55729 Epoch 471/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.9582e-05 - acc: 1.000 - ETA: 5s - loss: 1.9231e-04 - acc: 1.000 - ETA: 5s - loss: 1.1101e-04 - acc: 1.000 - ETA: 5s - loss: 7.8444e-05 - acc: 1.000 - ETA: 5s - loss: 5.7930e-05 - acc: 1.000 - ETA: 5s - loss: 4.7843e-05 - acc: 1.000 - ETA: 4s - loss: 3.9601e-05 - acc: 1.000 - ETA: 4s - loss: 3.4966e-05 - acc: 1.000 - ETA: 4s - loss: 3.3611e-05 - acc: 1.000 - ETA: 4s - loss: 3.1119e-05 - acc: 1.000 - ETA: 4s - loss: 3.3989e-05 - acc: 1.000 - ETA: 4s - loss: 3.1337e-05 - acc: 1.000 - ETA: 4s - loss: 4.4768e-05 - acc: 1.000 - ETA: 4s - loss: 4.3879e-05 - acc: 1.000 - ETA: 4s - loss: 4.1804e-05 - acc: 1.000 - ETA: 4s - loss: 3.9050e-05 - acc: 1.000 - ETA: 4s - loss: 4.0612e-05 - acc: 1.000 - ETA: 4s - loss: 3.8643e-05 - acc: 1.000 - ETA: 4s - loss: 3.6307e-05 - acc: 1.000 - ETA: 4s - loss: 3.4688e-05 - acc: 1.000 - ETA: 4s - loss: 3.2897e-05 - acc: 1.000 - ETA: 4s - loss: 3.1165e-05 - acc: 1.000 - ETA: 4s - loss: 3.3995e-05 - acc: 1.000 - ETA: 3s - loss: 3.2397e-05 - acc: 1.000 - ETA: 3s - loss: 3.1369e-05 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9994 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 810us/step - loss: 0.0142 - acc: 0.9990 - val_loss: 1.3335 - val_acc: 0.8515 Epoch 00471: val_loss did not improve from 0.55729 Epoch 472/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.7321e-07 - acc: 1.000 - ETA: 5s - loss: 1.3362e-05 - acc: 1.000 - ETA: 5s - loss: 7.9056e-06 - acc: 1.000 - ETA: 5s - loss: 1.7613e-05 - acc: 1.000 - ETA: 5s - loss: 1.8508e-05 - acc: 1.000 - ETA: 5s - loss: 1.8887e-05 - acc: 1.000 - ETA: 4s - loss: 1.6779e-05 - acc: 1.000 - ETA: 4s - loss: 2.5580e-05 - acc: 1.000 - ETA: 4s - loss: 2.3788e-05 - acc: 1.000 - ETA: 4s - loss: 2.0943e-05 - acc: 1.000 - ETA: 4s - loss: 1.9459e-05 - acc: 1.000 - ETA: 4s - loss: 1.7540e-05 - acc: 1.000 - ETA: 4s - loss: 1.6327e-05 - acc: 1.000 - ETA: 4s - loss: 1.5664e-05 - acc: 1.000 - ETA: 4s - loss: 1.5783e-05 - acc: 1.000 - ETA: 4s - loss: 1.7241e-05 - acc: 1.000 - ETA: 4s - loss: 1.8597e-05 - acc: 1.000 - ETA: 4s - loss: 1.7676e-05 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9992 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9023e-04 - acc: 0.999 - ETA: 3s - loss: 9.4648e-04 - acc: 0.999 - ETA: 3s - loss: 9.1562e-04 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 811us/step - loss: 0.0125 - acc: 0.9985 - val_loss: 1.3112 - val_acc: 0.8587 Epoch 00472: val_loss did not improve from 0.55729 Epoch 473/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 5.9117e-05 - acc: 1.000 - ETA: 5s - loss: 3.8983e-05 - acc: 1.000 - ETA: 4s - loss: 2.8762e-05 - acc: 1.000 - ETA: 4s - loss: 2.4358e-05 - acc: 1.000 - ETA: 4s - loss: 2.1094e-05 - acc: 1.000 - ETA: 4s - loss: 1.8373e-05 - acc: 1.000 - ETA: 4s - loss: 1.6568e-05 - acc: 1.000 - ETA: 4s - loss: 1.5418e-05 - acc: 1.000 - ETA: 4s - loss: 1.3735e-05 - acc: 1.000 - ETA: 4s - loss: 6.3803e-05 - acc: 1.000 - ETA: 4s - loss: 5.9587e-05 - acc: 1.000 - ETA: 4s - loss: 1.0287e-04 - acc: 1.000 - ETA: 4s - loss: 9.6721e-05 - acc: 1.000 - ETA: 4s - loss: 9.6090e-05 - acc: 1.000 - ETA: 4s - loss: 8.9417e-05 - acc: 1.000 - ETA: 4s - loss: 0.0136 - acc: 0.9992 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 809us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.3839 - val_acc: 0.8575 Epoch 00473: val_loss did not improve from 0.55729 Epoch 474/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.2452e-07 - acc: 1.000 - ETA: 4s - loss: 1.1748e-06 - acc: 1.000 - ETA: 5s - loss: 2.2293e-06 - acc: 1.000 - ETA: 4s - loss: 1.7892e-06 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 803us/step - loss: 0.0117 - acc: 0.9987 - val_loss: 1.4498 - val_acc: 0.8503 Epoch 00474: val_loss did not improve from 0.55729 Epoch 475/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8578e-07 - acc: 1.000 - ETA: 5s - loss: 2.1637e-07 - acc: 1.000 - ETA: 5s - loss: 1.8346e-06 - acc: 1.000 - ETA: 4s - loss: 1.5248e-06 - acc: 1.000 - ETA: 4s - loss: 9.4493e-06 - acc: 1.000 - ETA: 4s - loss: 9.0100e-06 - acc: 1.000 - ETA: 4s - loss: 7.6060e-06 - acc: 1.000 - ETA: 4s - loss: 6.5942e-06 - acc: 1.000 - ETA: 4s - loss: 7.1120e-06 - acc: 1.000 - ETA: 4s - loss: 6.5990e-06 - acc: 1.000 - ETA: 4s - loss: 6.1578e-06 - acc: 1.000 - ETA: 4s - loss: 5.6001e-06 - acc: 1.000 - ETA: 4s - loss: 9.2121e-04 - acc: 0.998 - ETA: 4s - loss: 8.4779e-04 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.9991 - ETA: 4s - loss: 9.9527e-04 - acc: 0.999 - ETA: 4s - loss: 9.3014e-04 - acc: 0.999 - ETA: 4s - 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acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 796us/step - loss: 0.0119 - acc: 0.9985 - val_loss: 1.4535 - val_acc: 0.8443 Epoch 00475: val_loss did not improve from 0.55729 Epoch 476/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 4s - loss: 1.5403e-06 - acc: 1.000 - ETA: 4s - loss: 1.1153e-06 - acc: 1.000 - ETA: 4s - loss: 2.6448e-05 - acc: 1.000 - ETA: 4s - loss: 1.2384e-04 - acc: 1.000 - ETA: 4s - loss: 1.0523e-04 - acc: 1.000 - ETA: 4s - loss: 8.7288e-05 - acc: 1.000 - ETA: 4s - loss: 7.4408e-05 - acc: 1.000 - ETA: 4s - loss: 6.6989e-05 - acc: 1.000 - ETA: 4s - loss: 0.0238 - acc: 0.9985 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 794us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.4598 - val_acc: 0.8503 Epoch 00476: val_loss did not improve from 0.55729 Epoch 477/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2547e-06 - acc: 1.000 - ETA: 5s - loss: 2.8344e-04 - acc: 1.000 - ETA: 5s - loss: 0.0898 - acc: 0.9944 - ETA: 4s - loss: 0.0622 - acc: 0.996 - ETA: 4s - loss: 0.0505 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 794us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.4256 - val_acc: 0.8455 Epoch 00477: val_loss did not improve from 0.55729 Epoch 478/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 4.8727e-07 - acc: 1.000 - ETA: 5s - loss: 5.2773e-05 - acc: 1.000 - ETA: 4s - loss: 8.7481e-05 - acc: 1.000 - ETA: 4s - loss: 3.6913e-04 - acc: 1.000 - ETA: 4s - loss: 9.7532e-04 - acc: 1.000 - ETA: 4s - loss: 8.0641e-04 - acc: 1.000 - ETA: 4s - loss: 7.1424e-04 - acc: 1.000 - ETA: 4s - loss: 6.6448e-04 - acc: 1.000 - ETA: 4s - loss: 5.8649e-04 - acc: 1.000 - ETA: 4s - loss: 5.8894e-04 - acc: 1.000 - ETA: 4s - loss: 5.4587e-04 - acc: 1.000 - ETA: 4s - loss: 4.9764e-04 - acc: 1.000 - ETA: 4s - loss: 4.5711e-04 - acc: 1.000 - ETA: 4s - loss: 4.3094e-04 - acc: 1.000 - ETA: 4s - loss: 4.0196e-04 - acc: 1.000 - ETA: 4s - loss: 3.7517e-04 - acc: 1.000 - ETA: 4s - loss: 3.5185e-04 - acc: 1.000 - ETA: 4s - loss: 3.3617e-04 - acc: 1.000 - ETA: 4s - loss: 3.1730e-04 - acc: 1.000 - ETA: 3s - loss: 3.0049e-04 - acc: 1.000 - ETA: 3s - loss: 2.8543e-04 - acc: 1.000 - ETA: 3s - loss: 2.7171e-04 - acc: 1.000 - ETA: 3s - loss: 2.5923e-04 - acc: 1.000 - ETA: 3s - loss: 2.4859e-04 - acc: 1.000 - ETA: 3s - loss: 2.4066e-04 - acc: 1.000 - ETA: 3s - loss: 2.3085e-04 - acc: 1.000 - ETA: 3s - loss: 2.2308e-04 - acc: 1.000 - ETA: 3s - loss: 2.1671e-04 - acc: 1.000 - ETA: 3s - loss: 2.0883e-04 - acc: 1.000 - ETA: 3s - loss: 2.0172e-04 - acc: 1.000 - ETA: 3s - loss: 1.9516e-04 - acc: 1.000 - ETA: 3s - loss: 1.9028e-04 - acc: 1.000 - ETA: 3s - loss: 1.8425e-04 - acc: 1.000 - ETA: 3s - loss: 1.8248e-04 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9996 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 793us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.4549 - val_acc: 0.8491 Epoch 00478: val_loss did not improve from 0.55729 Epoch 479/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.6758e-07 - acc: 1.000 - ETA: 4s - loss: 2.2903e-04 - acc: 1.000 - ETA: 4s - loss: 1.2733e-04 - acc: 1.000 - ETA: 4s - loss: 8.9832e-05 - acc: 1.000 - ETA: 4s - loss: 7.0034e-05 - acc: 1.000 - ETA: 4s - loss: 5.9556e-05 - acc: 1.000 - ETA: 4s - loss: 4.9744e-05 - acc: 1.000 - ETA: 4s - loss: 4.2682e-05 - acc: 1.000 - ETA: 4s - loss: 3.7376e-05 - acc: 1.000 - ETA: 4s - loss: 3.4715e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9987 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 6s 824us/step - loss: 0.0146 - acc: 0.9984 - val_loss: 1.3383 - val_acc: 0.8527 Epoch 00479: val_loss did not improve from 0.55729 Epoch 480/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.3346e-07 - acc: 1.000 - ETA: 5s - loss: 3.4774e-04 - acc: 1.000 - ETA: 5s - loss: 2.2126e-04 - acc: 1.000 - ETA: 5s - loss: 2.1086e-04 - acc: 1.000 - ETA: 5s - loss: 0.0577 - acc: 0.9964 - ETA: 5s - loss: 0.0475 - acc: 0.997 - ETA: 5s - loss: 0.0386 - acc: 0.997 - ETA: 5s - loss: 0.0325 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - 5s 799us/step - loss: 0.0165 - acc: 0.9985 - val_loss: 1.4081 - val_acc: 0.8503 Epoch 00480: val_loss did not improve from 0.55729 Epoch 481/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.3515e-05 - acc: 1.000 - ETA: 5s - loss: 0.0154 - acc: 0.9937 - ETA: 4s - loss: 0.0774 - acc: 0.991 - ETA: 4s - loss: 0.0619 - acc: 0.993 - ETA: 4s - loss: 0.0490 - acc: 0.994 - ETA: 4s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.996 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 796us/step - loss: 0.0117 - acc: 0.9987 - val_loss: 1.5398 - val_acc: 0.8503 Epoch 00481: val_loss did not improve from 0.55729 Epoch 482/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.9142e-07 - acc: 1.000 - ETA: 5s - loss: 1.8328e-04 - acc: 1.000 - ETA: 5s - loss: 1.0669e-04 - acc: 1.000 - ETA: 4s - loss: 7.1476e-05 - acc: 1.000 - ETA: 4s - loss: 6.4050e-05 - acc: 1.000 - ETA: 4s - loss: 1.0038e-04 - acc: 1.000 - ETA: 4s - loss: 8.3331e-05 - acc: 1.000 - ETA: 4s - loss: 7.1139e-05 - acc: 1.000 - ETA: 4s - loss: 6.4073e-05 - acc: 1.000 - ETA: 4s - loss: 5.6666e-05 - acc: 1.000 - ETA: 4s - loss: 5.0790e-05 - acc: 1.000 - ETA: 4s - loss: 4.7157e-05 - acc: 1.000 - ETA: 4s - loss: 4.2981e-05 - acc: 1.000 - ETA: 4s - loss: 3.9498e-05 - acc: 1.000 - ETA: 4s - loss: 4.5473e-05 - acc: 1.000 - ETA: 4s - loss: 4.3070e-05 - acc: 1.000 - ETA: 4s - loss: 4.0210e-05 - acc: 1.000 - ETA: 4s - loss: 3.8310e-05 - acc: 1.000 - ETA: 4s - loss: 3.6031e-05 - acc: 1.000 - ETA: 4s - loss: 3.4123e-05 - acc: 1.000 - ETA: 3s - loss: 3.2414e-05 - acc: 1.000 - ETA: 3s - loss: 3.1172e-05 - acc: 1.000 - ETA: 3s - loss: 2.9681e-05 - acc: 1.000 - ETA: 3s - loss: 2.8309e-05 - acc: 1.000 - ETA: 3s - loss: 2.7059e-05 - acc: 1.000 - ETA: 3s - loss: 2.6195e-05 - acc: 1.000 - ETA: 3s - loss: 2.5177e-05 - acc: 1.000 - ETA: 3s - loss: 2.4210e-05 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9995 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 5s 794us/step - loss: 0.0092 - acc: 0.9988 - val_loss: 1.4546 - val_acc: 0.8563 Epoch 00482: val_loss did not improve from 0.55729 Epoch 483/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0669e-06 - acc: 1.000 - ETA: 5s - loss: 0.0702 - acc: 0.9875 - ETA: 5s - loss: 0.0352 - acc: 0.993 - ETA: 4s - loss: 0.0235 - acc: 0.995 - ETA: 4s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0134 - 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acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 794us/step - loss: 0.0119 - acc: 0.9981 - val_loss: 1.4735 - val_acc: 0.8539 Epoch 00483: val_loss did not improve from 0.55729 Epoch 484/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 3.2261e-07 - acc: 1.000 - ETA: 5s - loss: 3.9390e-05 - acc: 1.000 - ETA: 4s - loss: 2.6951e-05 - acc: 1.000 - ETA: 4s - loss: 2.1455e-05 - acc: 1.000 - ETA: 4s - loss: 2.1796e-04 - acc: 1.000 - ETA: 4s - loss: 1.9844e-04 - acc: 1.000 - ETA: 4s - loss: 1.7370e-04 - acc: 1.000 - ETA: 4s - loss: 1.5365e-04 - acc: 1.000 - ETA: 4s - loss: 1.4103e-04 - acc: 1.000 - ETA: 4s - loss: 1.2622e-04 - acc: 1.000 - ETA: 4s - loss: 1.1467e-04 - acc: 1.000 - ETA: 4s - loss: 1.0758e-04 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9990 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - 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acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 793us/step - loss: 0.0125 - acc: 0.9981 - val_loss: 1.4154 - val_acc: 0.8539 Epoch 00484: val_loss did not improve from 0.55729 Epoch 485/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 1.0000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.2770e-04 - acc: 1.000 - ETA: 4s - loss: 7.1695e-04 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9981 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 802us/step - loss: 0.0127 - acc: 0.9987 - val_loss: 1.4477 - val_acc: 0.8491 Epoch 00485: val_loss did not improve from 0.55729 Epoch 486/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3344e-04 - acc: 1.000 - ETA: 4s - loss: 4.9269e-05 - acc: 1.000 - ETA: 5s - loss: 5.3648e-04 - acc: 1.000 - ETA: 4s - loss: 3.7270e-04 - acc: 1.000 - ETA: 4s - loss: 3.1006e-04 - acc: 1.000 - ETA: 5s - loss: 2.5863e-04 - acc: 1.000 - ETA: 4s - loss: 2.1204e-04 - acc: 1.000 - ETA: 4s - loss: 1.9216e-04 - acc: 1.000 - ETA: 4s - loss: 1.6591e-04 - acc: 1.000 - ETA: 4s - loss: 1.7314e-04 - acc: 1.000 - ETA: 4s - loss: 1.5446e-04 - acc: 1.000 - ETA: 4s - loss: 1.4303e-04 - acc: 1.000 - ETA: 4s - loss: 1.3008e-04 - acc: 1.000 - ETA: 4s - loss: 1.4443e-04 - acc: 1.000 - ETA: 4s - loss: 1.3314e-04 - acc: 1.000 - ETA: 4s - loss: 1.2353e-04 - acc: 1.000 - ETA: 4s - loss: 1.1715e-04 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 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acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.998 - 5s 793us/step - loss: 0.0065 - acc: 0.9990 - val_loss: 1.4986 - val_acc: 0.8467 Epoch 00487: val_loss did not improve from 0.55729 Epoch 488/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1144e-07 - acc: 1.000 - ETA: 5s - loss: 1.8140e-06 - acc: 1.000 - ETA: 4s - loss: 0.0257 - acc: 0.9958 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - 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ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.6582e-04 - acc: 1.000 - ETA: 5s - loss: 1.1231e-04 - acc: 1.000 - ETA: 4s - loss: 9.2261e-05 - acc: 1.000 - ETA: 4s - loss: 6.9429e-05 - acc: 1.000 - ETA: 4s - loss: 6.1877e-05 - acc: 1.000 - ETA: 4s - loss: 5.8424e-05 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9981 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - 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acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - 5s 794us/step - loss: 0.0066 - acc: 0.9991 - val_loss: 1.4772 - val_acc: 0.8455 Epoch 00489: val_loss did not improve from 0.55729 Epoch 490/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1050e-05 - acc: 1.000 - ETA: 5s - loss: 1.5693e-05 - acc: 1.000 - ETA: 5s - loss: 6.6042e-05 - acc: 1.000 - ETA: 4s - loss: 4.4598e-05 - acc: 1.000 - ETA: 4s - loss: 3.3577e-05 - acc: 1.000 - ETA: 4s - loss: 2.8297e-05 - acc: 1.000 - ETA: 4s - loss: 2.3604e-05 - acc: 1.000 - ETA: 4s - loss: 2.0146e-05 - acc: 1.000 - ETA: 4s - loss: 3.2869e-04 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - 5s 795us/step - loss: 0.0151 - acc: 0.9987 - val_loss: 1.4097 - val_acc: 0.8515 Epoch 00490: val_loss did not improve from 0.55729 Epoch 491/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 4.7974e-04 - acc: 1.000 - ETA: 5s - loss: 2.4023e-04 - acc: 1.000 - ETA: 4s - loss: 1.8489e-04 - acc: 1.000 - ETA: 4s - loss: 0.0505 - acc: 0.9969 - ETA: 4s - loss: 0.0426 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 797us/step - loss: 0.0131 - acc: 0.9987 - val_loss: 1.4972 - val_acc: 0.8359 Epoch 00491: val_loss did not improve from 0.55729 Epoch 492/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.3956e-05 - acc: 1.000 - ETA: 5s - loss: 1.7364e-05 - acc: 1.000 - ETA: 4s - loss: 1.3004e-05 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 798us/step - loss: 0.0091 - acc: 0.9988 - val_loss: 1.4371 - val_acc: 0.8431 Epoch 00492: val_loss did not improve from 0.55729 Epoch 493/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.7813e-05 - acc: 1.000 - ETA: 5s - loss: 3.9251e-05 - acc: 1.000 - ETA: 4s - loss: 4.9990e-05 - acc: 1.000 - ETA: 4s - loss: 4.3516e-05 - acc: 1.000 - ETA: 4s - loss: 4.5790e-05 - acc: 1.000 - ETA: 4s - loss: 3.8134e-05 - acc: 1.000 - ETA: 4s - loss: 6.4544e-04 - acc: 1.000 - ETA: 4s - loss: 5.9391e-04 - acc: 1.000 - ETA: 4s - loss: 5.4288e-04 - acc: 1.000 - ETA: 4s - loss: 4.8583e-04 - acc: 1.000 - ETA: 4s - loss: 4.3989e-04 - acc: 1.000 - ETA: 4s - loss: 0.0170 - acc: 0.9989 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 798us/step - loss: 0.0134 - acc: 0.9987 - val_loss: 1.4701 - val_acc: 0.8467 Epoch 00494: val_loss did not improve from 0.55729 Epoch 495/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0029 - acc: 1.000 - ETA: 5s - loss: 7.1430e-04 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3388e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6997e-04 - acc: 1.000 - ETA: 4s - loss: 8.9704e-04 - acc: 1.000 - ETA: 4s - loss: 8.3931e-04 - acc: 1.000 - ETA: 4s - loss: 7.7365e-04 - acc: 1.000 - ETA: 4s - loss: 7.1646e-04 - acc: 1.000 - ETA: 4s - loss: 6.6715e-04 - acc: 1.000 - ETA: 4s - loss: 6.2416e-04 - acc: 1.000 - ETA: 4s - loss: 5.8672e-04 - acc: 1.000 - ETA: 4s - loss: 5.6122e-04 - acc: 1.000 - ETA: 4s - loss: 5.3056e-04 - acc: 1.000 - ETA: 3s - loss: 5.0306e-04 - acc: 1.000 - ETA: 3s - loss: 4.8421e-04 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9994 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 796us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.4045 - val_acc: 0.8587 Epoch 00495: val_loss did not improve from 0.55729 Epoch 496/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 2.2173e-07 - acc: 1.000 - ETA: 5s - loss: 1.0186e-06 - acc: 1.000 - ETA: 4s - loss: 4.1755e-06 - acc: 1.000 - ETA: 4s - loss: 3.4202e-06 - acc: 1.000 - ETA: 4s - loss: 2.9441e-06 - acc: 1.000 - ETA: 4s - loss: 2.4813e-06 - acc: 1.000 - ETA: 4s - loss: 2.0310e-05 - acc: 1.000 - ETA: 4s - loss: 1.7990e-05 - acc: 1.000 - ETA: 4s - loss: 1.6460e-05 - acc: 1.000 - ETA: 4s - loss: 1.4791e-05 - acc: 1.000 - ETA: 4s - loss: 1.3444e-05 - acc: 1.000 - ETA: 4s - loss: 1.6043e-05 - acc: 1.000 - ETA: 4s - loss: 1.5397e-05 - acc: 1.000 - ETA: 4s - loss: 1.4271e-05 - acc: 1.000 - ETA: 4s - loss: 2.1791e-05 - acc: 1.000 - ETA: 4s - loss: 2.0741e-05 - acc: 1.000 - ETA: 4s - loss: 1.9705e-05 - acc: 1.000 - ETA: 4s - loss: 1.8630e-05 - acc: 1.000 - ETA: 4s - loss: 1.7932e-05 - acc: 1.000 - ETA: 3s - loss: 1.7095e-05 - acc: 1.000 - ETA: 3s - loss: 1.6270e-05 - acc: 1.000 - ETA: 3s - loss: 1.5687e-05 - acc: 1.000 - ETA: 3s - loss: 1.5944e-05 - acc: 1.000 - ETA: 3s - loss: 1.5254e-05 - acc: 1.000 - ETA: 3s - loss: 1.5025e-05 - acc: 1.000 - ETA: 3s - loss: 1.4422e-05 - acc: 1.000 - ETA: 3s - loss: 1.3862e-05 - acc: 1.000 - ETA: 3s - loss: 1.3470e-05 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9995 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 793us/step - loss: 0.0108 - acc: 0.9982 - val_loss: 1.4614 - val_acc: 0.8383 Epoch 00496: val_loss did not improve from 0.55729 Epoch 497/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.6393e-04 - acc: 1.000 - ETA: 5s - loss: 8.2938e-05 - acc: 1.000 - ETA: 5s - loss: 1.8945e-04 - acc: 1.000 - ETA: 4s - loss: 3.1902e-04 - acc: 1.000 - ETA: 5s - loss: 2.6680e-04 - acc: 1.000 - ETA: 4s - loss: 2.4128e-04 - acc: 1.000 - ETA: 4s - loss: 2.0693e-04 - acc: 1.000 - ETA: 4s - loss: 1.8562e-04 - acc: 1.000 - ETA: 4s - loss: 1.6457e-04 - acc: 1.000 - ETA: 4s - loss: 1.5139e-04 - acc: 1.000 - ETA: 4s - loss: 1.3654e-04 - acc: 1.000 - ETA: 4s - loss: 1.2625e-04 - acc: 1.000 - ETA: 4s - loss: 1.3916e-04 - acc: 1.000 - ETA: 4s - loss: 1.3102e-04 - acc: 1.000 - ETA: 4s - loss: 1.2203e-04 - acc: 1.000 - ETA: 4s - loss: 1.1377e-04 - acc: 1.000 - ETA: 4s - loss: 1.0715e-04 - acc: 1.000 - ETA: 4s - loss: 1.2331e-04 - acc: 1.000 - ETA: 4s - loss: 3.9713e-04 - acc: 1.000 - ETA: 4s - loss: 3.7830e-04 - acc: 1.000 - ETA: 3s - loss: 3.5898e-04 - acc: 1.000 - ETA: 3s - loss: 3.5364e-04 - acc: 1.000 - ETA: 3s - loss: 3.4127e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9994 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0054 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0052 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0051 - acc: 0.998 - ETA: 0s - loss: 0.0050 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 795us/step - loss: 0.0087 - acc: 0.9984 - val_loss: 1.4432 - val_acc: 0.8491 Epoch 00497: val_loss did not improve from 0.55729 Epoch 498/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3292e-06 - acc: 1.000 - ETA: 5s - loss: 0.0037 - acc: 1.0000 - ETA: 5s - loss: 0.0962 - acc: 0.993 - ETA: 4s - loss: 0.0641 - acc: 0.995 - ETA: 4s - loss: 0.0513 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 794us/step - loss: 0.0112 - acc: 0.9987 - val_loss: 1.4187 - val_acc: 0.8527 Epoch 00498: val_loss did not improve from 0.55729 Epoch 499/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5186e-05 - acc: 1.000 - ETA: 5s - loss: 4.4373e-06 - acc: 1.000 - ETA: 5s - loss: 2.3016e-05 - acc: 1.000 - ETA: 4s - loss: 0.0472 - acc: 0.9958 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0307 - acc: 0.996 - ETA: 3s - loss: 0.0297 - acc: 0.996 - ETA: 3s - loss: 0.0283 - acc: 0.996 - ETA: 3s - loss: 0.0281 - acc: 0.995 - ETA: 3s - loss: 0.0272 - acc: 0.996 - ETA: 3s - loss: 0.0260 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0242 - acc: 0.996 - ETA: 3s - loss: 0.0233 - acc: 0.996 - ETA: 3s - loss: 0.0224 - acc: 0.996 - ETA: 3s - loss: 0.0218 - acc: 0.996 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 794us/step - loss: 0.0111 - acc: 0.9982 - val_loss: 1.3879 - val_acc: 0.8359 Epoch 00499: val_loss did not improve from 0.55729 Epoch 500/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6636e-04 - acc: 1.000 - ETA: 5s - loss: 5.1302e-04 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 1.0000 - ETA: 5s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.4814e-04 - acc: 1.000 - ETA: 3s - loss: 9.0957e-04 - acc: 1.000 - ETA: 3s - loss: 8.6756e-04 - acc: 1.000 - ETA: 3s - loss: 8.3586e-04 - acc: 1.000 - ETA: 3s - loss: 7.9714e-04 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9994 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 795us/step - loss: 0.0106 - acc: 0.9987 - val_loss: 1.3894 - val_acc: 0.8563 Epoch 00500: val_loss did not improve from 0.55729 Epoch 501/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 9.1362e-05 - acc: 1.000 - ETA: 5s - loss: 5.2673e-05 - acc: 1.000 - ETA: 5s - loss: 4.4966e-05 - acc: 1.000 - ETA: 5s - loss: 3.5464e-05 - acc: 1.000 - ETA: 5s - loss: 2.8034e-05 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.2603e-04 - acc: 1.000 - ETA: 4s - loss: 8.3472e-04 - acc: 1.000 - ETA: 4s - loss: 7.7374e-04 - acc: 1.000 - ETA: 4s - loss: 7.0504e-04 - acc: 1.000 - ETA: 4s - loss: 6.6377e-04 - acc: 1.000 - ETA: 4s - loss: 6.1276e-04 - acc: 1.000 - ETA: 4s - loss: 5.6901e-04 - acc: 1.000 - ETA: 4s - loss: 5.4021e-04 - acc: 1.000 - ETA: 4s - loss: 5.0593e-04 - acc: 1.000 - ETA: 4s - loss: 5.5193e-04 - acc: 1.000 - ETA: 4s - loss: 5.2847e-04 - acc: 1.000 - ETA: 4s - loss: 8.1287e-04 - acc: 1.000 - ETA: 4s - loss: 7.8189e-04 - acc: 1.000 - ETA: 4s - loss: 7.4329e-04 - acc: 1.000 - ETA: 3s - loss: 7.1747e-04 - acc: 1.000 - ETA: 3s - loss: 6.8487e-04 - acc: 1.000 - ETA: 3s - loss: 6.5514e-04 - acc: 1.000 - ETA: 3s - loss: 6.3448e-04 - acc: 1.000 - ETA: 3s - loss: 0.0048 - acc: 0.9995 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - 5s 801us/step - loss: 0.0063 - acc: 0.9991 - val_loss: 1.3919 - val_acc: 0.8635 Epoch 00501: val_loss did not improve from 0.55729 Epoch 502/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.4511e-06 - acc: 1.000 - ETA: 4s - loss: 1.6023e-06 - acc: 1.000 - ETA: 5s - loss: 1.0592e-06 - acc: 1.000 - ETA: 4s - loss: 1.1304e-04 - acc: 1.000 - ETA: 4s - loss: 8.4971e-05 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9975 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 805us/step - loss: 0.0122 - acc: 0.9984 - val_loss: 1.5097 - val_acc: 0.8491 Epoch 00502: val_loss did not improve from 0.55729 Epoch 503/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0432e-04 - acc: 1.000 - ETA: 4s - loss: 5.0795e-05 - acc: 1.000 - ETA: 4s - loss: 2.8509e-05 - acc: 1.000 - ETA: 4s - loss: 2.3104e-05 - acc: 1.000 - ETA: 4s - loss: 2.9346e-04 - acc: 1.000 - ETA: 4s - loss: 2.3528e-04 - acc: 1.000 - ETA: 4s - loss: 2.0578e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9981 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7271e-04 - acc: 0.999 - ETA: 4s - loss: 9.1533e-04 - acc: 0.999 - ETA: 4s - loss: 8.6383e-04 - acc: 0.999 - ETA: 4s - loss: 8.2882e-04 - acc: 0.999 - ETA: 3s - loss: 7.8633e-04 - acc: 0.999 - ETA: 3s - loss: 7.5309e-04 - acc: 0.999 - ETA: 3s - loss: 7.2686e-04 - acc: 0.999 - ETA: 3s - loss: 6.9431e-04 - acc: 0.999 - ETA: 3s - loss: 6.7269e-04 - acc: 0.999 - ETA: 3s - loss: 6.5168e-04 - acc: 0.999 - ETA: 3s - loss: 6.2563e-04 - acc: 0.999 - ETA: 3s - loss: 6.0185e-04 - acc: 0.999 - ETA: 3s - loss: 5.8500e-04 - acc: 0.999 - ETA: 3s - loss: 5.6393e-04 - acc: 0.999 - ETA: 3s - loss: 5.4450e-04 - acc: 0.999 - ETA: 3s - loss: 5.3066e-04 - acc: 0.999 - ETA: 3s - loss: 5.1332e-04 - acc: 0.999 - ETA: 3s - loss: 4.9712e-04 - acc: 0.999 - ETA: 3s - loss: 4.8556e-04 - acc: 0.999 - ETA: 3s - loss: 4.7123e-04 - acc: 0.999 - ETA: 3s - loss: 4.5747e-04 - acc: 0.999 - ETA: 3s - loss: 9.5250e-04 - acc: 0.999 - ETA: 2s - loss: 9.2611e-04 - acc: 0.999 - ETA: 2s - loss: 9.0116e-04 - acc: 0.999 - ETA: 2s - loss: 8.7745e-04 - acc: 0.999 - ETA: 2s - loss: 8.6048e-04 - acc: 0.999 - ETA: 2s - loss: 8.3885e-04 - acc: 0.999 - ETA: 2s - loss: 8.1831e-04 - acc: 0.999 - ETA: 2s - loss: 8.0359e-04 - acc: 0.999 - ETA: 2s - loss: 7.8487e-04 - acc: 0.999 - ETA: 2s - loss: 7.6687e-04 - acc: 0.999 - ETA: 2s - loss: 7.5387e-04 - acc: 0.999 - ETA: 2s - loss: 7.3722e-04 - acc: 0.999 - ETA: 2s - loss: 7.2138e-04 - acc: 0.999 - ETA: 2s - loss: 7.0991e-04 - acc: 0.999 - ETA: 2s - loss: 6.9516e-04 - acc: 0.999 - ETA: 2s - loss: 6.8448e-04 - acc: 0.999 - ETA: 2s - loss: 6.7073e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9993 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0053 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 797us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.4234 - val_acc: 0.8575 Epoch 00503: val_loss did not improve from 0.55729 Epoch 504/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5300e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-06 - acc: 1.000 - ETA: 5s - loss: 7.5440e-07 - acc: 1.000 - ETA: 5s - loss: 1.1085e-05 - acc: 1.000 - ETA: 4s - loss: 2.5623e-05 - acc: 1.000 - ETA: 4s - loss: 2.1709e-05 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.4318e-04 - acc: 1.000 - ETA: 4s - loss: 0.0072 - acc: 0.9983 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 794us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5445 - val_acc: 0.8479 Epoch 00504: val_loss did not improve from 0.55729 Epoch 505/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5272e-06 - acc: 1.000 - ETA: 5s - loss: 4.9893e-06 - acc: 1.000 - ETA: 5s - loss: 3.3582e-06 - acc: 1.000 - ETA: 5s - loss: 2.4805e-06 - acc: 1.000 - ETA: 4s - loss: 1.8973e-06 - acc: 1.000 - ETA: 4s - loss: 4.6961e-05 - acc: 1.000 - ETA: 4s - loss: 6.8294e-05 - acc: 1.000 - ETA: 4s - loss: 0.0299 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 794us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.3967 - val_acc: 0.8575 Epoch 00505: val_loss did not improve from 0.55729 Epoch 506/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9073e-07 - acc: 1.000 - ETA: 4s - loss: 5.9658e-06 - acc: 1.000 - ETA: 5s - loss: 3.9626e-06 - acc: 1.000 - ETA: 4s - loss: 5.5287e-06 - acc: 1.000 - ETA: 4s - loss: 7.4810e-05 - acc: 1.000 - ETA: 4s - loss: 9.4318e-05 - acc: 1.000 - ETA: 4s - loss: 8.2666e-05 - acc: 1.000 - ETA: 4s - loss: 7.0537e-05 - acc: 1.000 - ETA: 4s - loss: 6.8492e-05 - acc: 1.000 - ETA: 4s - loss: 6.1049e-05 - acc: 1.000 - ETA: 4s - loss: 5.4645e-05 - acc: 1.000 - ETA: 4s - loss: 4.9452e-05 - acc: 1.000 - ETA: 4s - loss: 7.0383e-05 - acc: 1.000 - ETA: 4s - loss: 6.5561e-05 - acc: 1.000 - ETA: 4s - loss: 6.2638e-05 - acc: 1.000 - ETA: 4s - loss: 5.8422e-05 - acc: 1.000 - ETA: 4s - loss: 5.4611e-05 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9985 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.996 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.996 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 1s - loss: 0.0216 - acc: 0.997 - ETA: 1s - loss: 0.0212 - acc: 0.997 - ETA: 1s - loss: 0.0209 - acc: 0.997 - ETA: 1s - loss: 0.0205 - acc: 0.997 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 792us/step - loss: 0.0152 - acc: 0.9984 - val_loss: 1.4349 - val_acc: 0.8587 Epoch 00506: val_loss did not improve from 0.55729 Epoch 507/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0863e-05 - acc: 1.000 - ETA: 5s - loss: 0.0436 - acc: 0.9875 - ETA: 5s - loss: 0.0218 - acc: 0.993 - ETA: 4s - loss: 0.0145 - acc: 0.995 - ETA: 4s - loss: 0.0116 - acc: 0.996 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.995 - ETA: 4s - loss: 0.0179 - acc: 0.996 - ETA: 4s - loss: 0.0157 - acc: 0.996 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 814us/step - loss: 0.0111 - acc: 0.9987 - val_loss: 1.4619 - val_acc: 0.8479 Epoch 00507: val_loss did not improve from 0.55729 Epoch 508/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5003e-04 - acc: 1.000 - ETA: 5s - loss: 2.2004e-04 - acc: 1.000 - ETA: 5s - loss: 1.1062e-04 - acc: 1.000 - ETA: 5s - loss: 1.6628e-04 - acc: 1.000 - ETA: 5s - loss: 3.1804e-04 - acc: 1.000 - ETA: 5s - loss: 2.6559e-04 - acc: 1.000 - ETA: 5s - loss: 0.0369 - acc: 0.9977 - ETA: 5s - loss: 0.0325 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0270 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 6s 834us/step - loss: 0.0099 - acc: 0.9987 - val_loss: 1.3994 - val_acc: 0.8563 Epoch 00508: val_loss did not improve from 0.55729 Epoch 509/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5287e-06 - acc: 1.000 - ETA: 5s - loss: 0.1230 - acc: 0.9875 - ETA: 5s - loss: 0.0615 - acc: 0.993 - ETA: 5s - loss: 0.0410 - acc: 0.995 - ETA: 5s - loss: 0.0328 - acc: 0.996 - ETA: 5s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.995 - ETA: 4s - loss: 0.0261 - acc: 0.996 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.996 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 838us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.4581 - val_acc: 0.8503 Epoch 00509: val_loss did not improve from 0.55729 Epoch 510/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8627e-05 - acc: 1.000 - ETA: 5s - loss: 4.8795e-06 - acc: 1.000 - ETA: 5s - loss: 2.6245e-06 - acc: 1.000 - ETA: 5s - loss: 2.0196e-06 - acc: 1.000 - ETA: 4s - loss: 1.7059e-06 - acc: 1.000 - ETA: 4s - loss: 1.3835e-06 - acc: 1.000 - ETA: 4s - loss: 1.8183e-06 - acc: 1.000 - ETA: 4s - loss: 2.0034e-06 - acc: 1.000 - ETA: 4s - loss: 1.9163e-06 - acc: 1.000 - ETA: 4s - loss: 1.7263e-06 - acc: 1.000 - ETA: 4s - loss: 1.6210e-06 - acc: 1.000 - ETA: 4s - loss: 1.5111e-06 - acc: 1.000 - ETA: 4s - loss: 2.1015e-04 - acc: 1.000 - ETA: 4s - loss: 1.9327e-04 - acc: 1.000 - ETA: 4s - loss: 1.7895e-04 - acc: 1.000 - ETA: 4s - loss: 1.6685e-04 - acc: 1.000 - ETA: 4s - loss: 1.5852e-04 - acc: 1.000 - ETA: 4s - loss: 1.5098e-04 - acc: 1.000 - ETA: 4s - loss: 1.9418e-04 - acc: 1.000 - ETA: 4s - loss: 1.8327e-04 - acc: 1.000 - ETA: 3s - loss: 1.7367e-04 - acc: 1.000 - ETA: 3s - loss: 1.7386e-04 - acc: 1.000 - ETA: 3s - loss: 1.6588e-04 - acc: 1.000 - ETA: 3s - loss: 1.6010e-04 - acc: 1.000 - ETA: 3s - loss: 1.5291e-04 - acc: 1.000 - ETA: 3s - loss: 1.4638e-04 - acc: 1.000 - ETA: 3s - loss: 1.4181e-04 - acc: 1.000 - ETA: 3s - loss: 1.3625e-04 - acc: 1.000 - ETA: 3s - loss: 1.3102e-04 - acc: 1.000 - ETA: 3s - loss: 0.0119 - acc: 0.9991 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 797us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.4184 - val_acc: 0.8503 Epoch 00510: val_loss did not improve from 0.55729 Epoch 511/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 2.3775e-06 - acc: 1.000 - ETA: 5s - loss: 1.5930e-06 - acc: 1.000 - ETA: 5s - loss: 0.1137 - acc: 0.9909 - ETA: 4s - loss: 0.0834 - acc: 0.993 - ETA: 4s - loss: 0.0659 - acc: 0.994 - ETA: 4s - loss: 0.0544 - acc: 0.995 - ETA: 4s - loss: 0.0485 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.996 - ETA: 4s - loss: 0.0371 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 1s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0208 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 797us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.4196 - val_acc: 0.8467 Epoch 00511: val_loss did not improve from 0.55729 Epoch 512/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.4074e-04 - acc: 1.000 - ETA: 5s - loss: 9.8890e-05 - acc: 1.000 - ETA: 5s - loss: 9.7817e-05 - acc: 1.000 - ETA: 5s - loss: 7.6832e-05 - acc: 1.000 - ETA: 4s - loss: 5.8214e-05 - acc: 1.000 - ETA: 4s - loss: 4.6736e-05 - acc: 1.000 - ETA: 4s - loss: 3.9005e-05 - acc: 1.000 - ETA: 4s - loss: 3.4684e-05 - acc: 1.000 - ETA: 4s - loss: 3.0237e-05 - acc: 1.000 - ETA: 4s - loss: 2.8616e-05 - acc: 1.000 - ETA: 4s - loss: 2.6390e-05 - acc: 1.000 - ETA: 4s - loss: 2.3910e-05 - acc: 1.000 - ETA: 4s - loss: 2.2389e-05 - acc: 1.000 - ETA: 4s - loss: 2.1199e-05 - acc: 1.000 - ETA: 4s - loss: 1.9918e-05 - acc: 1.000 - ETA: 4s - loss: 2.1904e-05 - acc: 1.000 - ETA: 4s - loss: 2.0476e-05 - acc: 1.000 - ETA: 4s - loss: 0.0050 - acc: 0.9992 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 800us/step - loss: 0.0111 - acc: 0.9985 - val_loss: 1.4400 - val_acc: 0.8611 Epoch 00512: val_loss did not improve from 0.55729 Epoch 513/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.6836e-06 - acc: 1.000 - ETA: 5s - loss: 2.0237e-06 - acc: 1.000 - ETA: 5s - loss: 2.7349e-06 - acc: 1.000 - ETA: 4s - loss: 0.0667 - acc: 0.9958 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 795us/step - loss: 0.0121 - acc: 0.9987 - val_loss: 1.5429 - val_acc: 0.8431 Epoch 00513: val_loss did not improve from 0.55729 Epoch 514/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9577e-05 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.7777e-04 - acc: 1.000 - ETA: 4s - loss: 7.3152e-04 - acc: 1.000 - ETA: 4s - loss: 7.3361e-04 - acc: 1.000 - ETA: 4s - loss: 6.3994e-04 - acc: 1.000 - ETA: 4s - loss: 5.6805e-04 - acc: 1.000 - ETA: 4s - loss: 5.1159e-04 - acc: 1.000 - ETA: 4s - loss: 4.7519e-04 - acc: 1.000 - ETA: 4s - loss: 4.3392e-04 - acc: 1.000 - ETA: 4s - loss: 3.9923e-04 - acc: 1.000 - ETA: 4s - loss: 3.6967e-04 - acc: 1.000 - ETA: 4s - loss: 3.4423e-04 - acc: 1.000 - ETA: 4s - loss: 3.2207e-04 - acc: 1.000 - ETA: 4s - loss: 3.0256e-04 - acc: 1.000 - ETA: 4s - loss: 2.8949e-04 - acc: 1.000 - ETA: 4s - loss: 2.7853e-04 - acc: 1.000 - ETA: 3s - loss: 2.6755e-04 - acc: 1.000 - ETA: 3s - loss: 2.5418e-04 - acc: 1.000 - ETA: 3s - loss: 2.4500e-04 - acc: 1.000 - ETA: 3s - loss: 2.3381e-04 - acc: 1.000 - ETA: 3s - loss: 2.2355e-04 - acc: 1.000 - ETA: 3s - loss: 2.3452e-04 - acc: 1.000 - ETA: 3s - loss: 2.2535e-04 - acc: 1.000 - ETA: 3s - loss: 2.1655e-04 - acc: 1.000 - ETA: 3s - loss: 2.1046e-04 - acc: 1.000 - ETA: 3s - loss: 2.0274e-04 - acc: 1.000 - ETA: 3s - loss: 1.9558e-04 - acc: 1.000 - ETA: 3s - loss: 1.9058e-04 - acc: 1.000 - ETA: 3s - loss: 1.8424e-04 - acc: 1.000 - ETA: 3s - loss: 1.7964e-04 - acc: 1.000 - ETA: 3s - loss: 1.7638e-04 - acc: 1.000 - ETA: 3s - loss: 1.7782e-04 - acc: 1.000 - ETA: 3s - loss: 1.7256e-04 - acc: 1.000 - ETA: 3s - loss: 1.6881e-04 - acc: 1.000 - ETA: 2s - loss: 1.6406e-04 - acc: 1.000 - ETA: 2s - loss: 1.5959e-04 - acc: 1.000 - ETA: 2s - loss: 1.5707e-04 - acc: 1.000 - ETA: 2s - loss: 1.5297e-04 - acc: 1.000 - ETA: 2s - loss: 1.4910e-04 - acc: 1.000 - ETA: 2s - loss: 1.4631e-04 - acc: 1.000 - ETA: 2s - loss: 0.0051 - acc: 0.9997 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 798us/step - loss: 0.0122 - acc: 0.9993 - val_loss: 1.4091 - val_acc: 0.8539 Epoch 00514: val_loss did not improve from 0.55729 Epoch 515/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9372e-07 - acc: 1.000 - ETA: 5s - loss: 1.8701e-07 - acc: 1.000 - ETA: 5s - loss: 8.6367e-06 - acc: 1.000 - ETA: 4s - loss: 0.0876 - acc: 0.9917 - ETA: 4s - loss: 0.0657 - acc: 0.993 - ETA: 4s - loss: 0.0525 - acc: 0.995 - ETA: 4s - loss: 0.0457 - acc: 0.995 - ETA: 4s - loss: 0.0389 - acc: 0.996 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 792us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.4595 - val_acc: 0.8455 Epoch 00515: val_loss did not improve from 0.55729 Epoch 516/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.7386e-06 - acc: 1.000 - ETA: 5s - loss: 3.2016e-06 - acc: 1.000 - ETA: 5s - loss: 2.1942e-06 - acc: 1.000 - ETA: 4s - loss: 1.7289e-06 - acc: 1.000 - ETA: 4s - loss: 0.0222 - acc: 0.9971 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - 5s 792us/step - loss: 0.0154 - acc: 0.9985 - val_loss: 1.3710 - val_acc: 0.8623 Epoch 00516: val_loss did not improve from 0.55729 Epoch 517/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.8578e-07 - acc: 1.000 - ETA: 5s - loss: 3.3975e-07 - acc: 1.000 - ETA: 5s - loss: 0.0230 - acc: 0.9944 - ETA: 5s - loss: 0.0179 - acc: 0.995 - ETA: 4s - loss: 0.0135 - acc: 0.996 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 795us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.5650 - val_acc: 0.8467 Epoch 00517: val_loss did not improve from 0.55729 Epoch 518/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9278e-04 - acc: 1.000 - ETA: 4s - loss: 4.9584e-05 - acc: 1.000 - ETA: 5s - loss: 0.1008 - acc: 0.9937 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 794us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.4761 - val_acc: 0.8563 Epoch 00518: val_loss did not improve from 0.55729 Epoch 519/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4275e-06 - acc: 1.000 - ETA: 5s - loss: 7.2867e-07 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.9936e-04 - acc: 1.000 - ETA: 4s - loss: 7.5778e-04 - acc: 1.000 - ETA: 4s - loss: 6.2881e-04 - acc: 1.000 - ETA: 4s - loss: 5.3572e-04 - acc: 1.000 - ETA: 4s - loss: 4.6799e-04 - acc: 1.000 - ETA: 4s - loss: 4.2671e-04 - acc: 1.000 - ETA: 4s - loss: 3.8181e-04 - acc: 1.000 - ETA: 4s - loss: 3.5404e-04 - acc: 1.000 - ETA: 4s - loss: 3.2280e-04 - acc: 1.000 - ETA: 4s - loss: 0.0167 - acc: 0.9990 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 795us/step - loss: 0.0151 - acc: 0.9985 - val_loss: 1.4732 - val_acc: 0.8551 Epoch 00519: val_loss did not improve from 0.55729 Epoch 520/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4986e-05 - acc: 1.000 - ETA: 5s - loss: 3.2577e-04 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9958 - ETA: 4s - loss: 0.0050 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9699e-04 - acc: 0.999 - ETA: 3s - loss: 9.4794e-04 - acc: 0.999 - ETA: 3s - loss: 9.1557e-04 - acc: 0.999 - ETA: 3s - loss: 8.7464e-04 - acc: 0.999 - ETA: 3s - loss: 8.3665e-04 - acc: 0.999 - ETA: 3s - loss: 8.1024e-04 - acc: 0.999 - ETA: 3s - loss: 7.8955e-04 - acc: 0.999 - ETA: 3s - loss: 7.5890e-04 - acc: 0.999 - ETA: 3s - loss: 7.3054e-04 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.9991 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 799us/step - loss: 0.0102 - acc: 0.9985 - val_loss: 1.4195 - val_acc: 0.8551 Epoch 00520: val_loss did not improve from 0.55729 Epoch 521/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4820e-05 - acc: 1.000 - ETA: 5s - loss: 6.3971e-06 - acc: 1.000 - ETA: 5s - loss: 3.3286e-06 - acc: 1.000 - ETA: 4s - loss: 3.0598e-06 - acc: 1.000 - ETA: 4s - loss: 2.3721e-06 - acc: 1.000 - ETA: 4s - loss: 2.0542e-06 - acc: 1.000 - ETA: 4s - loss: 1.8644e-06 - acc: 1.000 - ETA: 4s - loss: 1.6465e-06 - acc: 1.000 - ETA: 4s - loss: 1.4526e-06 - acc: 1.000 - ETA: 4s - loss: 1.7215e-06 - acc: 1.000 - ETA: 4s - loss: 1.6014e-06 - acc: 1.000 - ETA: 4s - loss: 1.5043e-06 - acc: 1.000 - ETA: 4s - loss: 1.3888e-06 - acc: 1.000 - ETA: 4s - loss: 1.9788e-04 - acc: 1.000 - ETA: 4s - loss: 1.8303e-04 - acc: 1.000 - ETA: 4s - loss: 1.7327e-04 - acc: 1.000 - ETA: 4s - loss: 1.6187e-04 - acc: 1.000 - ETA: 4s - loss: 1.5425e-04 - acc: 1.000 - ETA: 4s - loss: 1.4525e-04 - acc: 1.000 - ETA: 4s - loss: 1.9138e-04 - acc: 1.000 - ETA: 4s - loss: 1.8129e-04 - acc: 1.000 - ETA: 3s - loss: 1.7201e-04 - acc: 1.000 - ETA: 3s - loss: 1.6586e-04 - acc: 1.000 - ETA: 3s - loss: 1.5881e-04 - acc: 1.000 - ETA: 3s - loss: 1.5168e-04 - acc: 1.000 - ETA: 3s - loss: 1.4685e-04 - acc: 1.000 - ETA: 3s - loss: 1.4075e-04 - acc: 1.000 - ETA: 3s - loss: 1.3650e-04 - acc: 1.000 - ETA: 3s - loss: 1.3201e-04 - acc: 1.000 - ETA: 3s - loss: 1.2709e-04 - acc: 1.000 - ETA: 3s - loss: 1.2371e-04 - acc: 1.000 - ETA: 3s - loss: 1.1956e-04 - acc: 1.000 - ETA: 3s - loss: 1.1552e-04 - acc: 1.000 - ETA: 3s - loss: 0.0065 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 800us/step - loss: 0.0144 - acc: 0.9987 - val_loss: 1.4935 - val_acc: 0.8491 Epoch 00521: val_loss did not improve from 0.55729 Epoch 522/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.9307e-07 - acc: 1.000 - ETA: 5s - loss: 1.2303e-06 - acc: 1.000 - ETA: 4s - loss: 1.8339e-06 - acc: 1.000 - ETA: 4s - loss: 3.1437e-06 - acc: 1.000 - ETA: 4s - loss: 2.6543e-06 - acc: 1.000 - ETA: 4s - loss: 2.1532e-06 - acc: 1.000 - ETA: 4s - loss: 1.8181e-06 - acc: 1.000 - ETA: 4s - loss: 1.6190e-06 - acc: 1.000 - ETA: 4s - loss: 3.5115e-06 - acc: 1.000 - ETA: 4s - loss: 3.2046e-06 - acc: 1.000 - ETA: 4s - loss: 2.0726e-05 - acc: 1.000 - ETA: 4s - loss: 1.9256e-05 - acc: 1.000 - ETA: 4s - loss: 1.8211e-05 - acc: 1.000 - ETA: 4s - loss: 2.0859e-05 - acc: 1.000 - ETA: 4s - loss: 1.9432e-05 - acc: 1.000 - ETA: 4s - loss: 1.8417e-05 - acc: 1.000 - ETA: 4s - loss: 1.7222e-05 - acc: 1.000 - ETA: 4s - loss: 1.6211e-05 - acc: 1.000 - ETA: 4s - loss: 1.5336e-05 - acc: 1.000 - ETA: 3s - loss: 1.1976e-04 - acc: 1.000 - ETA: 3s - loss: 1.1513e-04 - acc: 1.000 - ETA: 3s - loss: 1.0975e-04 - acc: 1.000 - ETA: 3s - loss: 1.0515e-04 - acc: 1.000 - ETA: 3s - loss: 1.0050e-04 - acc: 1.000 - ETA: 3s - loss: 1.0458e-04 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9995 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 794us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.3586 - val_acc: 0.8587 Epoch 00522: val_loss did not improve from 0.55729 Epoch 523/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 8.2181e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-06 - acc: 1.000 - ETA: 5s - loss: 1.0277e-06 - acc: 1.000 - ETA: 4s - loss: 1.1041e-06 - acc: 1.000 - ETA: 4s - loss: 5.3412e-05 - acc: 1.000 - ETA: 4s - loss: 4.6192e-05 - acc: 1.000 - ETA: 4s - loss: 3.9391e-05 - acc: 1.000 - ETA: 4s - loss: 3.5332e-05 - acc: 1.000 - ETA: 4s - loss: 0.0245 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 794us/step - loss: 0.0130 - acc: 0.9988 - val_loss: 1.4092 - val_acc: 0.8527 Epoch 00523: val_loss did not improve from 0.55729 Epoch 524/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3530e-06 - acc: 1.000 - ETA: 4s - loss: 6.5140e-05 - acc: 1.000 - ETA: 5s - loss: 4.4185e-05 - acc: 1.000 - ETA: 4s - loss: 3.0065e-05 - acc: 1.000 - ETA: 4s - loss: 2.3114e-05 - acc: 1.000 - ETA: 4s - loss: 1.9754e-05 - acc: 1.000 - ETA: 4s - loss: 1.8759e-05 - acc: 1.000 - ETA: 4s - loss: 1.9432e-05 - acc: 1.000 - ETA: 4s - loss: 1.2045e-04 - acc: 1.000 - ETA: 4s - loss: 1.0676e-04 - acc: 1.000 - ETA: 4s - loss: 9.8374e-05 - acc: 1.000 - ETA: 4s - loss: 9.2293e-05 - acc: 1.000 - ETA: 4s - loss: 8.4280e-05 - acc: 1.000 - ETA: 4s - loss: 8.4420e-05 - acc: 1.000 - ETA: 4s - loss: 7.9696e-05 - acc: 1.000 - ETA: 4s - loss: 7.4606e-05 - acc: 1.000 - ETA: 4s - loss: 7.0884e-05 - acc: 1.000 - ETA: 4s - loss: 4.8307e-04 - acc: 1.000 - ETA: 4s - loss: 4.5567e-04 - acc: 1.000 - ETA: 4s - loss: 4.3041e-04 - acc: 1.000 - ETA: 3s - loss: 4.1320e-04 - acc: 1.000 - ETA: 3s - loss: 3.9460e-04 - acc: 1.000 - ETA: 3s - loss: 3.7623e-04 - acc: 1.000 - ETA: 3s - loss: 3.5927e-04 - acc: 1.000 - ETA: 3s - loss: 9.3975e-04 - acc: 0.999 - ETA: 3s - loss: 9.0126e-04 - acc: 0.999 - ETA: 3s - loss: 8.6449e-04 - acc: 0.999 - ETA: 3s - loss: 8.4393e-04 - acc: 0.999 - ETA: 3s - loss: 8.1439e-04 - acc: 0.999 - ETA: 3s - loss: 7.8472e-04 - acc: 0.999 - ETA: 3s - loss: 7.5697e-04 - acc: 0.999 - ETA: 3s - loss: 7.3123e-04 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.9992 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 797us/step - loss: 0.0111 - acc: 0.9985 - val_loss: 1.3978 - val_acc: 0.8647 Epoch 00524: val_loss did not improve from 0.55729 Epoch 525/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3828e-07 - acc: 1.000 - ETA: 5s - loss: 5.8027e-06 - acc: 1.000 - ETA: 4s - loss: 4.2974e-06 - acc: 1.000 - ETA: 4s - loss: 3.5140e-06 - acc: 1.000 - ETA: 4s - loss: 3.1489e-06 - acc: 1.000 - ETA: 4s - loss: 2.6590e-06 - acc: 1.000 - ETA: 4s - loss: 2.6267e-06 - acc: 1.000 - ETA: 4s - loss: 2.3425e-06 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - 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acc: 0.997 - ETA: 1s - loss: 0.0222 - acc: 0.997 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 1s - loss: 0.0215 - acc: 0.997 - ETA: 1s - loss: 0.0212 - acc: 0.997 - ETA: 1s - loss: 0.0209 - acc: 0.997 - ETA: 1s - loss: 0.0206 - acc: 0.997 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 797us/step - loss: 0.0148 - acc: 0.9985 - val_loss: 1.3965 - val_acc: 0.8671 Epoch 00525: val_loss did not improve from 0.55729 Epoch 526/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 1.6913e-07 - acc: 1.000 - ETA: 5s - loss: 3.0976e-04 - acc: 1.000 - ETA: 4s - loss: 2.3131e-04 - acc: 1.000 - ETA: 4s - loss: 1.8268e-04 - acc: 1.000 - ETA: 4s - loss: 1.5779e-04 - acc: 1.000 - ETA: 4s - loss: 1.3359e-04 - acc: 1.000 - ETA: 4s - loss: 1.1978e-04 - acc: 1.000 - ETA: 4s - loss: 1.0529e-04 - acc: 1.000 - ETA: 4s - loss: 9.4281e-05 - acc: 1.000 - ETA: 4s - loss: 8.7227e-05 - acc: 1.000 - ETA: 4s - loss: 7.9382e-05 - acc: 1.000 - ETA: 4s - loss: 7.4400e-05 - acc: 1.000 - ETA: 4s - loss: 7.0100e-05 - acc: 1.000 - 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acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 794us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.4086 - val_acc: 0.8563 Epoch 00526: val_loss did not improve from 0.55729 Epoch 527/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.1907e-06 - acc: 1.000 - ETA: 5s - loss: 1.2470e-05 - acc: 1.000 - ETA: 4s - loss: 1.0649e-05 - acc: 1.000 - ETA: 4s - loss: 2.7647e-04 - acc: 1.000 - ETA: 4s - loss: 4.4885e-04 - acc: 1.000 - ETA: 4s - loss: 3.7423e-04 - acc: 1.000 - ETA: 4s - loss: 3.3351e-04 - acc: 1.000 - ETA: 4s - loss: 2.9061e-04 - acc: 1.000 - ETA: 4s - loss: 2.5806e-04 - acc: 1.000 - ETA: 4s - loss: 2.3799e-04 - acc: 1.000 - ETA: 4s - loss: 2.1543e-04 - acc: 1.000 - ETA: 4s - loss: 1.9879e-04 - acc: 1.000 - ETA: 4s - loss: 1.8295e-04 - acc: 1.000 - ETA: 4s - loss: 1.7261e-04 - acc: 1.000 - ETA: 4s - loss: 1.6096e-04 - acc: 1.000 - ETA: 4s - loss: 1.5047e-04 - acc: 1.000 - ETA: 4s - loss: 1.4124e-04 - acc: 1.000 - ETA: 4s - loss: 1.3324e-04 - acc: 1.000 - ETA: 4s - loss: 1.2769e-04 - acc: 1.000 - ETA: 3s - loss: 1.5292e-04 - acc: 1.000 - ETA: 3s - loss: 1.4738e-04 - acc: 1.000 - ETA: 3s - loss: 1.4040e-04 - acc: 1.000 - ETA: 3s - loss: 1.3573e-04 - acc: 1.000 - 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acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 794us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.3359 - val_acc: 0.8575 Epoch 00527: val_loss did not improve from 0.55729 Epoch 528/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5167e-07 - acc: 1.000 - ETA: 5s - loss: 9.0675e-07 - acc: 1.000 - ETA: 5s - loss: 1.3475e-06 - acc: 1.000 - ETA: 4s - loss: 1.6290e-06 - acc: 1.000 - ETA: 4s - loss: 1.4466e-06 - acc: 1.000 - ETA: 4s - loss: 1.2389e-06 - acc: 1.000 - ETA: 4s - loss: 1.0567e-06 - acc: 1.000 - ETA: 4s - loss: 9.8010e-07 - acc: 1.000 - ETA: 4s - loss: 9.9486e-07 - acc: 1.000 - ETA: 4s - loss: 9.1769e-07 - acc: 1.000 - ETA: 4s - loss: 9.1199e-07 - acc: 1.000 - ETA: 4s - loss: 8.5441e-07 - acc: 1.000 - ETA: 4s - loss: 7.8946e-07 - acc: 1.000 - ETA: 4s - loss: 8.2488e-07 - acc: 1.000 - ETA: 4s - loss: 7.7961e-07 - acc: 1.000 - ETA: 4s - loss: 7.3348e-07 - acc: 1.000 - ETA: 4s - loss: 2.7430e-05 - acc: 1.000 - ETA: 4s - loss: 2.5895e-05 - acc: 1.000 - ETA: 4s - loss: 2.4746e-05 - acc: 1.000 - ETA: 4s - loss: 2.3423e-05 - acc: 1.000 - ETA: 3s - loss: 2.3148e-05 - acc: 1.000 - ETA: 3s - loss: 2.2263e-05 - acc: 1.000 - ETA: 3s - loss: 2.1196e-05 - acc: 1.000 - ETA: 3s - loss: 2.0224e-05 - acc: 1.000 - ETA: 3s - loss: 1.9368e-05 - acc: 1.000 - ETA: 3s - loss: 1.8549e-05 - acc: 1.000 - ETA: 3s - loss: 1.8269e-05 - acc: 1.000 - ETA: 3s - loss: 1.7552e-05 - acc: 1.000 - ETA: 3s - loss: 1.6890e-05 - acc: 1.000 - ETA: 3s - loss: 1.6278e-05 - acc: 1.000 - ETA: 3s - loss: 1.5846e-05 - acc: 1.000 - ETA: 3s - loss: 1.5325e-05 - acc: 1.000 - ETA: 3s - loss: 1.4942e-05 - acc: 1.000 - ETA: 3s - loss: 1.4799e-05 - acc: 1.000 - ETA: 3s - loss: 1.4577e-05 - acc: 1.000 - ETA: 3s - loss: 1.4177e-05 - acc: 1.000 - ETA: 3s - loss: 1.4532e-05 - acc: 1.000 - ETA: 3s - loss: 1.4270e-05 - acc: 1.000 - ETA: 2s - loss: 1.3908e-05 - acc: 1.000 - ETA: 2s - loss: 1.3547e-05 - acc: 1.000 - ETA: 2s - loss: 1.5710e-05 - acc: 1.000 - ETA: 2s - loss: 0.0024 - acc: 0.9997 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 796us/step - loss: 0.0142 - acc: 0.9985 - val_loss: 1.4393 - val_acc: 0.8635 Epoch 00528: val_loss did not improve from 0.55729 Epoch 529/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.8734e-06 - acc: 1.000 - ETA: 5s - loss: 3.5485e-06 - acc: 1.000 - ETA: 5s - loss: 2.6869e-06 - acc: 1.000 - ETA: 4s - loss: 2.3499e-06 - acc: 1.000 - ETA: 5s - loss: 3.8902e-04 - acc: 1.000 - ETA: 4s - loss: 3.1832e-04 - acc: 1.000 - ETA: 4s - loss: 2.9199e-04 - acc: 1.000 - ETA: 4s - loss: 2.6227e-04 - acc: 1.000 - ETA: 4s - loss: 2.3058e-04 - acc: 1.000 - ETA: 4s - loss: 0.0311 - acc: 0.9973 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0406 - acc: 0.996 - ETA: 4s - loss: 0.0374 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - 5s 803us/step - loss: 0.0082 - acc: 0.9990 - val_loss: 1.3901 - val_acc: 0.8503 Epoch 00529: val_loss did not improve from 0.55729 Epoch 530/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5321e-05 - acc: 1.000 - ETA: 5s - loss: 5.0685e-06 - acc: 1.000 - ETA: 5s - loss: 3.3284e-06 - acc: 1.000 - ETA: 5s - loss: 2.6071e-06 - acc: 1.000 - ETA: 5s - loss: 2.1342e-06 - acc: 1.000 - ETA: 5s - loss: 1.7176e-06 - acc: 1.000 - ETA: 4s - loss: 2.7808e-06 - acc: 1.000 - ETA: 4s - loss: 3.0925e-06 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 812us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5190 - val_acc: 0.8527 Epoch 00530: val_loss did not improve from 0.55729 Epoch 531/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.5345 - acc: 0.950 - ETA: 5s - loss: 0.1336 - acc: 0.987 - ETA: 5s - loss: 0.0764 - acc: 0.992 - ETA: 5s - loss: 0.1219 - acc: 0.990 - ETA: 5s - loss: 0.0958 - acc: 0.992 - ETA: 5s - loss: 0.0745 - acc: 0.994 - ETA: 4s - loss: 0.0639 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0479 - acc: 0.996 - ETA: 4s - loss: 0.0420 - acc: 0.996 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 809us/step - loss: 0.0133 - acc: 0.9985 - val_loss: 1.4046 - val_acc: 0.8551 Epoch 00531: val_loss did not improve from 0.55729 Epoch 532/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.4347e-06 - acc: 1.000 - ETA: 5s - loss: 1.6431e-04 - acc: 1.000 - ETA: 5s - loss: 1.0501e-04 - acc: 1.000 - ETA: 5s - loss: 7.6801e-05 - acc: 1.000 - ETA: 5s - loss: 5.6389e-05 - acc: 1.000 - ETA: 5s - loss: 4.7031e-05 - acc: 1.000 - ETA: 4s - loss: 7.5301e-05 - acc: 1.000 - ETA: 4s - loss: 6.6289e-05 - acc: 1.000 - ETA: 4s - loss: 5.7570e-05 - acc: 1.000 - ETA: 4s - loss: 5.0669e-05 - acc: 1.000 - ETA: 4s - loss: 4.6489e-05 - acc: 1.000 - ETA: 4s - loss: 4.1860e-05 - acc: 1.000 - ETA: 4s - loss: 3.8959e-05 - acc: 1.000 - ETA: 4s - loss: 3.5860e-05 - acc: 1.000 - ETA: 4s - loss: 3.3754e-05 - acc: 1.000 - ETA: 4s - loss: 3.1466e-05 - acc: 1.000 - ETA: 4s - loss: 3.5503e-05 - acc: 1.000 - ETA: 4s - loss: 3.4558e-05 - acc: 1.000 - ETA: 4s - loss: 3.2439e-05 - acc: 1.000 - ETA: 4s - loss: 3.1183e-05 - acc: 1.000 - ETA: 4s - loss: 2.9457e-05 - acc: 1.000 - ETA: 4s - loss: 2.8285e-05 - acc: 1.000 - ETA: 4s - loss: 2.6893e-05 - acc: 1.000 - ETA: 3s - loss: 4.1307e-05 - acc: 1.000 - ETA: 3s - loss: 3.9514e-05 - acc: 1.000 - ETA: 3s - loss: 3.7770e-05 - acc: 1.000 - ETA: 3s - loss: 3.7410e-05 - acc: 1.000 - ETA: 3s - loss: 3.5874e-05 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9995 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - 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acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 807us/step - loss: 0.0147 - acc: 0.9988 - val_loss: 1.4166 - val_acc: 0.8515 Epoch 00532: val_loss did not improve from 0.55729 Epoch 533/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.3140e-06 - acc: 1.000 - ETA: 5s - loss: 2.0692e-06 - acc: 1.000 - ETA: 5s - loss: 2.9671e-06 - acc: 1.000 - ETA: 5s - loss: 2.3451e-06 - acc: 1.000 - ETA: 4s - loss: 8.6393e-04 - acc: 1.000 - ETA: 5s - loss: 7.1999e-04 - acc: 1.000 - ETA: 4s - loss: 5.8922e-04 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9980 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - 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ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - 5s 806us/step - loss: 0.0149 - acc: 0.9987 - val_loss: 1.4503 - val_acc: 0.8611 Epoch 00533: val_loss did not improve from 0.55729 Epoch 534/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0615e-05 - acc: 1.000 - ETA: 5s - loss: 4.8645e-06 - acc: 1.000 - ETA: 5s - loss: 5.6968e-06 - acc: 1.000 - ETA: 5s - loss: 4.3809e-06 - acc: 1.000 - ETA: 5s - loss: 3.7944e-06 - acc: 1.000 - ETA: 4s - loss: 3.3255e-06 - acc: 1.000 - ETA: 4s - loss: 4.3998e-06 - acc: 1.000 - ETA: 4s - loss: 3.8179e-06 - acc: 1.000 - ETA: 4s - loss: 3.6160e-06 - acc: 1.000 - ETA: 4s - loss: 3.5407e-06 - acc: 1.000 - ETA: 4s - loss: 3.1978e-06 - acc: 1.000 - ETA: 4s - loss: 2.9893e-06 - acc: 1.000 - ETA: 4s - loss: 2.7968e-06 - acc: 1.000 - ETA: 4s - loss: 2.6545e-06 - acc: 1.000 - ETA: 4s - loss: 6.9686e-06 - acc: 1.000 - ETA: 4s - loss: 6.4919e-06 - acc: 1.000 - ETA: 4s - loss: 6.2779e-06 - acc: 1.000 - ETA: 4s - loss: 5.9039e-06 - acc: 1.000 - ETA: 4s - loss: 7.5959e-06 - acc: 1.000 - ETA: 4s - loss: 7.3002e-06 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9993 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 801us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.4091 - val_acc: 0.8515 Epoch 00534: val_loss did not improve from 0.55729 Epoch 535/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3809e-07 - acc: 1.000 - ETA: 5s - loss: 2.3618e-07 - acc: 1.000 - ETA: 5s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 3.9839e-04 - acc: 1.000 - ETA: 4s - loss: 2.9254e-04 - acc: 1.000 - ETA: 4s - loss: 2.3131e-04 - acc: 1.000 - ETA: 4s - loss: 2.0387e-04 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9981 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 3s - loss: 0.0140 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 799us/step - loss: 0.0105 - acc: 0.9987 - val_loss: 1.4170 - val_acc: 0.8503 Epoch 00535: val_loss did not improve from 0.55729 Epoch 536/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.6985e-06 - acc: 1.000 - ETA: 4s - loss: 4.4493e-04 - acc: 1.000 - ETA: 5s - loss: 3.0872e-04 - acc: 1.000 - ETA: 4s - loss: 2.1383e-04 - acc: 1.000 - ETA: 4s - loss: 1.6605e-04 - acc: 1.000 - ETA: 4s - loss: 1.4115e-04 - acc: 1.000 - ETA: 4s - loss: 1.1694e-04 - acc: 1.000 - ETA: 4s - loss: 1.0489e-04 - acc: 1.000 - ETA: 4s - loss: 1.0523e-04 - acc: 1.000 - ETA: 4s - loss: 9.4007e-05 - acc: 1.000 - ETA: 4s - loss: 8.6403e-05 - acc: 1.000 - ETA: 4s - loss: 7.8092e-05 - acc: 1.000 - ETA: 4s - loss: 7.2850e-05 - acc: 1.000 - ETA: 4s - loss: 6.7464e-05 - acc: 1.000 - ETA: 4s - loss: 7.7640e-05 - acc: 1.000 - ETA: 4s - loss: 7.2053e-05 - acc: 1.000 - ETA: 4s - loss: 6.8410e-05 - acc: 1.000 - ETA: 4s - loss: 6.6912e-05 - acc: 1.000 - ETA: 4s - loss: 9.8787e-05 - acc: 1.000 - ETA: 4s - loss: 9.4939e-05 - acc: 1.000 - ETA: 4s - loss: 8.9741e-05 - acc: 1.000 - ETA: 4s - loss: 1.0017e-04 - acc: 1.000 - ETA: 3s - loss: 1.0075e-04 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 800us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.5095 - val_acc: 0.8503 Epoch 00536: val_loss did not improve from 0.55729 Epoch 537/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8578e-07 - acc: 1.000 - ETA: 5s - loss: 0.0937 - acc: 0.9875 - ETA: 5s - loss: 0.1476 - acc: 0.987 - ETA: 5s - loss: 0.0984 - acc: 0.991 - ETA: 5s - loss: 0.0788 - acc: 0.993 - ETA: 4s - loss: 0.0622 - acc: 0.994 - ETA: 4s - loss: 0.0514 - acc: 0.995 - ETA: 4s - loss: 0.0454 - acc: 0.996 - ETA: 4s - loss: 0.0394 - acc: 0.996 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 803us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.4474 - val_acc: 0.8611 Epoch 00537: val_loss did not improve from 0.55729 Epoch 538/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3128e-05 - acc: 1.000 - ETA: 5s - loss: 8.6528e-06 - acc: 1.000 - ETA: 5s - loss: 6.4156e-06 - acc: 1.000 - ETA: 4s - loss: 6.9185e-06 - acc: 1.000 - ETA: 4s - loss: 1.1061e-05 - acc: 1.000 - ETA: 4s - loss: 9.5880e-06 - acc: 1.000 - ETA: 4s - loss: 8.1649e-06 - acc: 1.000 - ETA: 4s - loss: 7.3326e-06 - acc: 1.000 - ETA: 4s - loss: 6.6400e-06 - acc: 1.000 - ETA: 4s - loss: 6.0698e-06 - acc: 1.000 - ETA: 4s - loss: 1.4173e-05 - acc: 1.000 - ETA: 4s - loss: 6.3933e-05 - acc: 1.000 - ETA: 4s - loss: 5.8743e-05 - acc: 1.000 - ETA: 4s - loss: 5.5378e-05 - acc: 1.000 - ETA: 4s - loss: 5.6609e-05 - acc: 1.000 - ETA: 4s - loss: 5.3203e-05 - acc: 1.000 - ETA: 4s - loss: 4.9824e-05 - acc: 1.000 - ETA: 4s - loss: 4.7711e-05 - acc: 1.000 - ETA: 4s - loss: 4.4961e-05 - acc: 1.000 - ETA: 4s - loss: 4.2577e-05 - acc: 1.000 - ETA: 4s - loss: 1.9690e-04 - acc: 1.000 - ETA: 3s - loss: 1.8735e-04 - acc: 1.000 - ETA: 3s - loss: 1.9446e-04 - acc: 1.000 - ETA: 3s - loss: 1.8583e-04 - acc: 1.000 - ETA: 3s - loss: 1.8009e-04 - acc: 1.000 - ETA: 3s - loss: 1.7252e-04 - acc: 1.000 - ETA: 3s - loss: 1.6557e-04 - acc: 1.000 - ETA: 3s - loss: 1.7207e-04 - acc: 1.000 - ETA: 3s - loss: 1.6559e-04 - acc: 1.000 - ETA: 3s - loss: 1.5973e-04 - acc: 1.000 - ETA: 3s - loss: 1.5421e-04 - acc: 1.000 - ETA: 3s - loss: 1.5026e-04 - acc: 1.000 - ETA: 3s - loss: 1.4864e-04 - acc: 1.000 - ETA: 3s - loss: 1.4389e-04 - acc: 1.000 - ETA: 3s - loss: 1.4242e-04 - acc: 1.000 - ETA: 3s - loss: 1.4070e-04 - acc: 1.000 - ETA: 3s - loss: 1.3768e-04 - acc: 1.000 - ETA: 3s - loss: 1.3374e-04 - acc: 1.000 - ETA: 2s - loss: 1.6058e-04 - acc: 1.000 - ETA: 2s - loss: 1.5729e-04 - acc: 1.000 - ETA: 2s - loss: 1.5362e-04 - acc: 1.000 - ETA: 2s - loss: 1.5062e-04 - acc: 1.000 - ETA: 2s - loss: 1.4679e-04 - acc: 1.000 - ETA: 2s - loss: 0.0051 - acc: 0.9997 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - 5s 800us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.4527 - val_acc: 0.8479 Epoch 00538: val_loss did not improve from 0.55729 Epoch 539/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.4493e-06 - acc: 1.000 - ETA: 4s - loss: 9.1958e-06 - acc: 1.000 - ETA: 5s - loss: 1.3890e-05 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.000 - ETA: 4s - loss: 0.0291 - acc: 0.995 - ETA: 4s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.997 - ETA: 0s - loss: 0.0156 - acc: 0.997 - ETA: 0s - loss: 0.0154 - acc: 0.997 - ETA: 0s - loss: 0.0153 - acc: 0.997 - ETA: 0s - loss: 0.0151 - acc: 0.997 - ETA: 0s - loss: 0.0150 - acc: 0.997 - ETA: 0s - loss: 0.0148 - acc: 0.997 - ETA: 0s - loss: 0.0146 - acc: 0.997 - 5s 801us/step - loss: 0.0145 - acc: 0.9979 - val_loss: 1.3347 - val_acc: 0.8635 Epoch 00539: val_loss did not improve from 0.55729 Epoch 540/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4899e-06 - acc: 1.000 - ETA: 5s - loss: 4.8446e-06 - acc: 1.000 - ETA: 5s - loss: 3.0173e-06 - acc: 1.000 - ETA: 5s - loss: 2.5485e-06 - acc: 1.000 - ETA: 4s - loss: 2.2160e-06 - acc: 1.000 - ETA: 5s - loss: 7.3344e-04 - acc: 1.000 - ETA: 4s - loss: 6.0064e-04 - acc: 1.000 - ETA: 4s - loss: 5.0912e-04 - acc: 1.000 - ETA: 4s - loss: 4.8487e-04 - acc: 1.000 - ETA: 4s - loss: 4.7423e-04 - acc: 1.000 - ETA: 4s - loss: 4.2337e-04 - acc: 1.000 - ETA: 4s - loss: 3.9166e-04 - acc: 1.000 - ETA: 4s - loss: 3.6906e-04 - acc: 1.000 - ETA: 4s - loss: 3.4595e-04 - acc: 1.000 - ETA: 4s - loss: 3.1932e-04 - acc: 1.000 - ETA: 4s - loss: 2.9618e-04 - acc: 1.000 - ETA: 4s - loss: 2.8095e-04 - acc: 1.000 - ETA: 4s - loss: 2.6327e-04 - acc: 1.000 - ETA: 4s - loss: 0.0181 - acc: 0.9985 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 798us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.4019 - val_acc: 0.8551 Epoch 00540: val_loss did not improve from 0.55729 Epoch 541/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5795e-07 - acc: 1.000 - ETA: 4s - loss: 1.3318e-05 - acc: 1.000 - ETA: 5s - loss: 8.4442e-06 - acc: 1.000 - ETA: 4s - loss: 6.8010e-06 - acc: 1.000 - ETA: 4s - loss: 5.1755e-06 - acc: 1.000 - ETA: 4s - loss: 8.7907e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9978 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 795us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.4390 - val_acc: 0.8527 Epoch 00541: val_loss did not improve from 0.55729 Epoch 542/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.5565e-07 - acc: 1.000 - ETA: 5s - loss: 3.6730e-05 - acc: 1.000 - ETA: 5s - loss: 1.8448e-05 - acc: 1.000 - ETA: 4s - loss: 1.2339e-05 - acc: 1.000 - ETA: 4s - loss: 9.8992e-06 - acc: 1.000 - ETA: 4s - loss: 8.2621e-06 - acc: 1.000 - ETA: 4s - loss: 9.5644e-06 - acc: 1.000 - ETA: 4s - loss: 8.4746e-06 - acc: 1.000 - ETA: 4s - loss: 7.3693e-06 - acc: 1.000 - ETA: 4s - loss: 6.5981e-06 - acc: 1.000 - ETA: 4s - loss: 6.0775e-06 - acc: 1.000 - ETA: 4s - loss: 2.1445e-05 - acc: 1.000 - ETA: 4s - loss: 2.0436e-05 - acc: 1.000 - ETA: 4s - loss: 1.8747e-05 - acc: 1.000 - ETA: 4s - loss: 1.7391e-05 - acc: 1.000 - ETA: 4s - loss: 1.6455e-05 - acc: 1.000 - ETA: 4s - loss: 1.5637e-05 - acc: 1.000 - ETA: 4s - loss: 1.4654e-05 - acc: 1.000 - ETA: 4s - loss: 1.3817e-05 - acc: 1.000 - ETA: 4s - loss: 1.3045e-05 - acc: 1.000 - ETA: 4s - loss: 1.2534e-05 - acc: 1.000 - ETA: 3s - loss: 0.0103 - acc: 0.9994 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 796us/step - loss: 0.0116 - acc: 0.9987 - val_loss: 1.4333 - val_acc: 0.8515 Epoch 00542: val_loss did not improve from 0.55729 Epoch 543/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 5.4287e-04 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.0000 - ETA: 5s - loss: 0.0683 - acc: 0.995 - ETA: 5s - loss: 0.0547 - acc: 0.996 - ETA: 4s - loss: 0.0432 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - 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acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 6s 825us/step - loss: 0.0110 - acc: 0.9987 - val_loss: 1.4047 - val_acc: 0.8515 Epoch 00543: val_loss did not improve from 0.55729 Epoch 544/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8876e-07 - acc: 1.000 - ETA: 5s - loss: 1.4802e-04 - acc: 1.000 - ETA: 5s - loss: 6.6267e-04 - acc: 1.000 - ETA: 5s - loss: 4.6452e-04 - acc: 1.000 - ETA: 5s - loss: 3.5752e-04 - acc: 1.000 - ETA: 5s - loss: 2.9070e-04 - acc: 1.000 - ETA: 5s - loss: 0.0191 - acc: 0.9974 - ETA: 5s - loss: 0.0165 - acc: 0.997 - ETA: 5s - loss: 0.0148 - acc: 0.998 - ETA: 5s - loss: 0.0132 - acc: 0.998 - ETA: 5s - loss: 0.0119 - acc: 0.998 - ETA: 5s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 6s 845us/step - loss: 0.0117 - acc: 0.9985 - val_loss: 1.4369 - val_acc: 0.8527 Epoch 00544: val_loss did not improve from 0.55729 Epoch 545/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3565e-05 - acc: 1.000 - ETA: 5s - loss: 3.5156e-06 - acc: 1.000 - ETA: 5s - loss: 2.2421e-06 - acc: 1.000 - ETA: 5s - loss: 1.9072e-06 - acc: 1.000 - ETA: 5s - loss: 7.9097e-04 - acc: 1.000 - ETA: 5s - loss: 6.9550e-04 - acc: 1.000 - ETA: 5s - loss: 5.9169e-04 - acc: 1.000 - ETA: 5s - loss: 5.1453e-04 - acc: 1.000 - ETA: 5s - loss: 7.3182e-04 - acc: 1.000 - ETA: 5s - loss: 6.7381e-04 - acc: 1.000 - ETA: 5s - loss: 6.2144e-04 - acc: 1.000 - ETA: 4s - loss: 5.6822e-04 - acc: 1.000 - ETA: 4s - loss: 5.2337e-04 - acc: 1.000 - ETA: 4s - loss: 4.8514e-04 - acc: 1.000 - ETA: 4s - loss: 4.5217e-04 - acc: 1.000 - ETA: 4s - loss: 4.2366e-04 - acc: 1.000 - ETA: 4s - loss: 3.9825e-04 - acc: 1.000 - ETA: 4s - loss: 3.7574e-04 - acc: 1.000 - ETA: 4s - loss: 3.5563e-04 - acc: 1.000 - ETA: 4s - loss: 6.4654e-04 - acc: 1.000 - ETA: 4s - loss: 6.1727e-04 - acc: 1.000 - ETA: 4s - loss: 5.9059e-04 - acc: 1.000 - ETA: 4s - loss: 5.6455e-04 - acc: 1.000 - ETA: 4s - loss: 5.4071e-04 - acc: 1.000 - ETA: 4s - loss: 5.2472e-04 - acc: 1.000 - ETA: 4s - loss: 5.0433e-04 - acc: 1.000 - ETA: 4s - loss: 4.8543e-04 - acc: 1.000 - ETA: 4s - loss: 4.6790e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9994 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - 6s 832us/step - loss: 0.0077 - acc: 0.9991 - val_loss: 1.3892 - val_acc: 0.8599 Epoch 00545: val_loss did not improve from 0.55729 Epoch 546/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9900 - ETA: 4s - loss: 0.0058 - acc: 0.994 - ETA: 4s - loss: 0.0044 - acc: 0.995 - ETA: 4s - loss: 0.0036 - acc: 0.996 - ETA: 4s - loss: 0.0387 - acc: 0.995 - ETA: 4s - loss: 0.0322 - acc: 0.995 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 794us/step - loss: 0.0137 - acc: 0.9990 - val_loss: 1.4456 - val_acc: 0.8383 Epoch 00546: val_loss did not improve from 0.55729 Epoch 547/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 3.0390e-06 - acc: 1.000 - ETA: 4s - loss: 1.7923e-06 - acc: 1.000 - ETA: 4s - loss: 1.9256e-06 - acc: 1.000 - ETA: 4s - loss: 1.8768e-06 - acc: 1.000 - ETA: 4s - loss: 1.7630e-06 - acc: 1.000 - ETA: 4s - loss: 2.3085e-05 - acc: 1.000 - ETA: 5s - loss: 2.0360e-05 - acc: 1.000 - ETA: 4s - loss: 1.7575e-05 - acc: 1.000 - ETA: 4s - loss: 6.9885e-05 - acc: 1.000 - ETA: 4s - loss: 0.0125 - acc: 0.9986 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 803us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.3655 - val_acc: 0.8575 Epoch 00547: val_loss did not improve from 0.55729 Epoch 548/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 6.9291e-07 - acc: 1.000 - ETA: 5s - loss: 1.0323e-06 - acc: 1.000 - ETA: 4s - loss: 0.0409 - acc: 0.9958 - ETA: 4s - loss: 0.0328 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0353 - acc: 0.997 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 797us/step - loss: 0.0129 - acc: 0.9982 - val_loss: 1.4371 - val_acc: 0.8503 Epoch 00548: val_loss did not improve from 0.55729 Epoch 549/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9935e-07 - acc: 1.000 - ETA: 5s - loss: 8.4330e-06 - acc: 1.000 - ETA: 5s - loss: 4.2776e-06 - acc: 1.000 - ETA: 4s - loss: 1.1342e-05 - acc: 1.000 - ETA: 4s - loss: 9.3712e-06 - acc: 1.000 - ETA: 4s - loss: 7.4530e-06 - acc: 1.000 - ETA: 4s - loss: 8.3019e-06 - acc: 1.000 - ETA: 4s - loss: 9.2164e-06 - acc: 1.000 - ETA: 4s - loss: 8.1940e-06 - acc: 1.000 - ETA: 4s - loss: 7.3085e-06 - acc: 1.000 - ETA: 4s - loss: 6.7261e-06 - acc: 1.000 - ETA: 4s - loss: 6.1338e-06 - acc: 1.000 - ETA: 4s - loss: 6.2743e-06 - acc: 1.000 - ETA: 4s - loss: 5.8215e-06 - acc: 1.000 - ETA: 4s - loss: 1.5944e-05 - acc: 1.000 - ETA: 4s - loss: 1.0023e-04 - acc: 1.000 - ETA: 4s - loss: 9.6037e-05 - acc: 1.000 - ETA: 4s - loss: 9.1299e-05 - acc: 1.000 - ETA: 4s - loss: 8.7114e-05 - acc: 1.000 - ETA: 4s - loss: 8.3407e-05 - acc: 1.000 - ETA: 4s - loss: 7.8916e-05 - acc: 1.000 - ETA: 3s - loss: 7.5317e-05 - acc: 1.000 - ETA: 3s - loss: 7.2532e-05 - acc: 1.000 - ETA: 3s - loss: 7.0246e-05 - acc: 1.000 - ETA: 3s - loss: 6.7096e-05 - acc: 1.000 - ETA: 3s - loss: 6.4217e-05 - acc: 1.000 - ETA: 3s - loss: 6.2240e-05 - acc: 1.000 - ETA: 3s - loss: 5.9859e-05 - acc: 1.000 - ETA: 3s - loss: 5.7710e-05 - acc: 1.000 - ETA: 3s - loss: 0.0049 - acc: 0.9995 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 795us/step - loss: 0.0103 - acc: 0.9987 - val_loss: 1.4471 - val_acc: 0.8527 Epoch 00549: val_loss did not improve from 0.55729 Epoch 550/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.1260e-07 - acc: 1.000 - ETA: 4s - loss: 2.5550e-05 - acc: 1.000 - ETA: 4s - loss: 1.4287e-05 - acc: 1.000 - ETA: 4s - loss: 1.0303e-05 - acc: 1.000 - ETA: 4s - loss: 8.4483e-06 - acc: 1.000 - ETA: 4s - loss: 8.7548e-06 - acc: 1.000 - ETA: 4s - loss: 7.7484e-06 - acc: 1.000 - ETA: 4s - loss: 6.8798e-06 - acc: 1.000 - ETA: 4s - loss: 6.1249e-06 - acc: 1.000 - ETA: 4s - loss: 5.5300e-06 - acc: 1.000 - ETA: 4s - loss: 5.1515e-06 - acc: 1.000 - ETA: 4s - loss: 4.6741e-06 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.9989 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 798us/step - loss: 0.0103 - acc: 0.9988 - val_loss: 1.4758 - val_acc: 0.8563 Epoch 00550: val_loss did not improve from 0.55729 Epoch 551/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.3425e-04 - acc: 1.000 - ETA: 5s - loss: 8.5987e-05 - acc: 1.000 - ETA: 4s - loss: 2.4417e-04 - acc: 1.000 - ETA: 4s - loss: 1.8322e-04 - acc: 1.000 - ETA: 4s - loss: 3.3887e-04 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.7552e-04 - acc: 1.000 - ETA: 4s - loss: 8.8779e-04 - acc: 1.000 - ETA: 4s - loss: 8.1813e-04 - acc: 1.000 - ETA: 4s - loss: 7.3876e-04 - acc: 1.000 - ETA: 4s - loss: 0.0138 - acc: 0.9988 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 797us/step - loss: 0.0097 - acc: 0.9987 - val_loss: 1.4620 - val_acc: 0.8491 Epoch 00551: val_loss did not improve from 0.55729 Epoch 552/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 3.2365e-07 - acc: 1.000 - ETA: 5s - loss: 3.2745e-05 - acc: 1.000 - ETA: 4s - loss: 2.2013e-05 - acc: 1.000 - ETA: 4s - loss: 0.0446 - acc: 0.9967 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 796us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.4478 - val_acc: 0.8371 Epoch 00552: val_loss did not improve from 0.55729 Epoch 553/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.9670e-07 - acc: 1.000 - ETA: 4s - loss: 9.1771e-06 - acc: 1.000 - ETA: 5s - loss: 6.3772e-06 - acc: 1.000 - ETA: 4s - loss: 9.5804e-05 - acc: 1.000 - ETA: 4s - loss: 0.0432 - acc: 0.9969 - ETA: 4s - loss: 0.0363 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0418 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.998 - ETA: 3s - loss: 0.0290 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.998 - ETA: 3s - loss: 0.0309 - acc: 0.998 - ETA: 3s - loss: 0.0297 - acc: 0.998 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0279 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 797us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.4510 - val_acc: 0.8455 Epoch 00553: val_loss did not improve from 0.55729 Epoch 554/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0713e-07 - acc: 1.000 - ETA: 5s - loss: 3.0399e-07 - acc: 1.000 - ETA: 4s - loss: 3.2634e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.0660e-04 - acc: 1.000 - ETA: 4s - loss: 7.7451e-04 - acc: 1.000 - ETA: 4s - loss: 6.9718e-04 - acc: 1.000 - ETA: 4s - loss: 6.1580e-04 - acc: 1.000 - ETA: 4s - loss: 5.6948e-04 - acc: 1.000 - ETA: 4s - loss: 5.2020e-04 - acc: 1.000 - ETA: 4s - loss: 4.8565e-04 - acc: 1.000 - ETA: 4s - loss: 4.4637e-04 - acc: 1.000 - ETA: 4s - loss: 4.1345e-04 - acc: 1.000 - ETA: 4s - loss: 3.9134e-04 - acc: 1.000 - ETA: 4s - loss: 3.6539e-04 - acc: 1.000 - ETA: 4s - loss: 3.4338e-04 - acc: 1.000 - ETA: 4s - loss: 3.5088e-04 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9993 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 794us/step - loss: 0.0099 - acc: 0.9987 - val_loss: 1.3684 - val_acc: 0.8539 Epoch 00554: val_loss did not improve from 0.55729 Epoch 555/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3975e-07 - acc: 1.000 - ETA: 4s - loss: 1.8775e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0225 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.997 - ETA: 2s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0224 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - 6s 827us/step - loss: 0.0169 - acc: 0.9984 - val_loss: 1.4488 - val_acc: 0.8539 Epoch 00555: val_loss did not improve from 0.55729 Epoch 556/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4900e-06 - acc: 1.000 - ETA: 5s - loss: 1.0029e-06 - acc: 1.000 - ETA: 5s - loss: 3.1476e-06 - acc: 1.000 - ETA: 5s - loss: 2.0808e-06 - acc: 1.000 - ETA: 5s - loss: 1.9238e-06 - acc: 1.000 - ETA: 5s - loss: 1.6178e-06 - acc: 1.000 - ETA: 5s - loss: 1.3939e-06 - acc: 1.000 - ETA: 5s - loss: 1.2167e-06 - acc: 1.000 - ETA: 5s - loss: 1.5518e-06 - acc: 1.000 - ETA: 5s - loss: 0.0168 - acc: 0.9983 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 858us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.5282 - val_acc: 0.8479 Epoch 00556: val_loss did not improve from 0.55729 Epoch 557/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0052 - acc: 1.0000 - ETA: 5s - loss: 0.0026 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.5119e-04 - acc: 1.000 - ETA: 4s - loss: 8.3636e-04 - acc: 1.000 - ETA: 4s - loss: 7.4986e-04 - acc: 1.000 - ETA: 4s - loss: 6.7958e-04 - acc: 1.000 - ETA: 4s - loss: 6.0409e-04 - acc: 1.000 - ETA: 4s - loss: 5.5768e-04 - acc: 1.000 - ETA: 4s - loss: 5.0757e-04 - acc: 1.000 - ETA: 4s - loss: 4.7786e-04 - acc: 1.000 - ETA: 4s - loss: 4.4042e-04 - acc: 1.000 - ETA: 4s - loss: 4.2496e-04 - acc: 1.000 - ETA: 4s - loss: 6.2699e-04 - acc: 1.000 - ETA: 4s - loss: 5.9619e-04 - acc: 1.000 - ETA: 4s - loss: 5.5987e-04 - acc: 1.000 - ETA: 4s - loss: 5.3518e-04 - acc: 1.000 - ETA: 4s - loss: 5.0548e-04 - acc: 1.000 - ETA: 4s - loss: 4.7889e-04 - acc: 1.000 - ETA: 4s - loss: 4.6222e-04 - acc: 1.000 - ETA: 3s - loss: 4.4017e-04 - acc: 1.000 - ETA: 3s - loss: 4.2043e-04 - acc: 1.000 - ETA: 3s - loss: 4.0853e-04 - acc: 1.000 - ETA: 3s - loss: 3.9121e-04 - acc: 1.000 - ETA: 3s - loss: 3.7638e-04 - acc: 1.000 - ETA: 3s - loss: 3.6522e-04 - acc: 1.000 - ETA: 3s - loss: 3.5132e-04 - acc: 1.000 - ETA: 3s - loss: 3.3879e-04 - acc: 1.000 - ETA: 3s - loss: 3.2973e-04 - acc: 1.000 - ETA: 3s - loss: 3.1836e-04 - acc: 1.000 - ETA: 3s - loss: 3.0775e-04 - acc: 1.000 - ETA: 3s - loss: 3.0026e-04 - acc: 1.000 - ETA: 3s - loss: 2.9083e-04 - acc: 1.000 - ETA: 3s - loss: 2.8202e-04 - acc: 1.000 - ETA: 3s - loss: 2.7571e-04 - acc: 1.000 - ETA: 3s - loss: 2.6773e-04 - acc: 1.000 - ETA: 2s - loss: 2.6024e-04 - acc: 1.000 - ETA: 2s - loss: 0.0034 - acc: 0.9997 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 800us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.4189 - val_acc: 0.8515 Epoch 00557: val_loss did not improve from 0.55729 Epoch 558/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 2.1398e-07 - acc: 1.000 - ETA: 5s - loss: 2.1942e-07 - acc: 1.000 - ETA: 5s - loss: 1.9399e-07 - acc: 1.000 - ETA: 4s - loss: 2.2252e-07 - acc: 1.000 - ETA: 5s - loss: 4.1045e-07 - acc: 1.000 - ETA: 4s - loss: 4.2415e-07 - acc: 1.000 - ETA: 4s - loss: 1.4591e-06 - acc: 1.000 - ETA: 4s - loss: 1.3215e-06 - acc: 1.000 - ETA: 4s - loss: 1.2108e-06 - acc: 1.000 - ETA: 4s - loss: 1.0938e-06 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 799us/step - loss: 0.0104 - acc: 0.9985 - val_loss: 1.4570 - val_acc: 0.8515 Epoch 00558: val_loss did not improve from 0.55729 Epoch 559/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 0.0053 - acc: 1.0000 - ETA: 5s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3340e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.8679e-04 - acc: 1.000 - ETA: 4s - loss: 8.8065e-04 - acc: 1.000 - ETA: 4s - loss: 7.9479e-04 - acc: 1.000 - ETA: 4s - loss: 7.4063e-04 - acc: 1.000 - ETA: 4s - loss: 7.2180e-04 - acc: 1.000 - ETA: 4s - loss: 6.6650e-04 - acc: 1.000 - ETA: 4s - loss: 6.3015e-04 - acc: 1.000 - ETA: 4s - loss: 8.4268e-04 - acc: 1.000 - ETA: 4s - loss: 7.8960e-04 - acc: 1.000 - ETA: 4s - loss: 7.5373e-04 - acc: 1.000 - ETA: 4s - loss: 7.1070e-04 - acc: 1.000 - ETA: 4s - loss: 6.7896e-04 - acc: 1.000 - ETA: 3s - loss: 6.4421e-04 - acc: 1.000 - ETA: 3s - loss: 6.1661e-04 - acc: 1.000 - ETA: 3s - loss: 5.9485e-04 - acc: 1.000 - ETA: 3s - loss: 5.6821e-04 - acc: 1.000 - ETA: 3s - loss: 5.4977e-04 - acc: 1.000 - ETA: 3s - loss: 5.2687e-04 - acc: 1.000 - ETA: 3s - loss: 5.1304e-04 - acc: 1.000 - ETA: 3s - loss: 4.9848e-04 - acc: 1.000 - ETA: 3s - loss: 4.8009e-04 - acc: 1.000 - ETA: 3s - loss: 4.6283e-04 - acc: 1.000 - ETA: 3s - loss: 4.5069e-04 - acc: 1.000 - ETA: 3s - loss: 4.3542e-04 - acc: 1.000 - ETA: 3s - loss: 4.2548e-04 - acc: 1.000 - ETA: 3s - loss: 4.1579e-04 - acc: 1.000 - ETA: 3s - loss: 4.0298e-04 - acc: 1.000 - ETA: 3s - loss: 3.9087e-04 - acc: 1.000 - ETA: 3s - loss: 3.8463e-04 - acc: 1.000 - ETA: 3s - loss: 3.8429e-04 - acc: 1.000 - ETA: 2s - loss: 3.7362e-04 - acc: 1.000 - ETA: 2s - loss: 3.6353e-04 - acc: 1.000 - ETA: 2s - loss: 3.5631e-04 - acc: 1.000 - ETA: 2s - loss: 3.4938e-04 - acc: 1.000 - ETA: 2s - loss: 3.4056e-04 - acc: 1.000 - ETA: 2s - loss: 3.3217e-04 - acc: 1.000 - ETA: 2s - loss: 3.2417e-04 - acc: 1.000 - ETA: 2s - loss: 3.2063e-04 - acc: 1.000 - ETA: 2s - loss: 3.1322e-04 - acc: 1.000 - ETA: 2s - loss: 0.0028 - acc: 0.9997 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - 5s 798us/step - loss: 0.0086 - acc: 0.9991 - val_loss: 1.3795 - val_acc: 0.8479 Epoch 00559: val_loss did not improve from 0.55729 Epoch 560/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 1.0477e-04 - acc: 1.000 - ETA: 5s - loss: 8.4518e-05 - acc: 1.000 - ETA: 4s - loss: 5.8609e-05 - acc: 1.000 - ETA: 4s - loss: 4.9053e-05 - acc: 1.000 - ETA: 4s - loss: 3.9927e-05 - acc: 1.000 - ETA: 4s - loss: 3.3778e-05 - acc: 1.000 - ETA: 4s - loss: 3.1012e-05 - acc: 1.000 - ETA: 4s - loss: 3.1597e-05 - acc: 1.000 - ETA: 4s - loss: 2.8932e-05 - acc: 1.000 - ETA: 4s - loss: 2.8270e-05 - acc: 1.000 - ETA: 4s - loss: 5.1697e-04 - acc: 1.000 - ETA: 4s - loss: 4.7469e-04 - acc: 1.000 - ETA: 4s - loss: 6.4550e-04 - acc: 1.000 - ETA: 4s - loss: 5.9686e-04 - acc: 1.000 - ETA: 4s - loss: 5.8613e-04 - acc: 1.000 - ETA: 4s - loss: 5.4813e-04 - acc: 1.000 - ETA: 4s - loss: 6.3379e-04 - acc: 1.000 - ETA: 4s - loss: 6.0587e-04 - acc: 1.000 - ETA: 4s - loss: 5.9552e-04 - acc: 1.000 - ETA: 3s - loss: 5.6497e-04 - acc: 1.000 - ETA: 3s - loss: 5.4353e-04 - acc: 1.000 - ETA: 3s - loss: 5.1748e-04 - acc: 1.000 - ETA: 3s - loss: 4.9430e-04 - acc: 1.000 - ETA: 3s - loss: 4.7786e-04 - acc: 1.000 - ETA: 3s - loss: 4.5753e-04 - acc: 1.000 - ETA: 3s - loss: 4.7926e-04 - acc: 1.000 - ETA: 3s - loss: 4.6503e-04 - acc: 1.000 - ETA: 3s - loss: 4.4741e-04 - acc: 1.000 - ETA: 3s - loss: 4.4006e-04 - acc: 1.000 - ETA: 3s - loss: 4.2874e-04 - acc: 1.000 - ETA: 3s - loss: 4.1398e-04 - acc: 1.000 - ETA: 3s - loss: 4.0040e-04 - acc: 1.000 - ETA: 3s - loss: 3.9073e-04 - acc: 1.000 - ETA: 3s - loss: 3.7844e-04 - acc: 1.000 - ETA: 3s - loss: 5.0792e-04 - acc: 1.000 - ETA: 3s - loss: 4.9655e-04 - acc: 1.000 - ETA: 3s - loss: 4.8221e-04 - acc: 1.000 - ETA: 2s - loss: 0.0051 - acc: 0.9993 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 795us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.3452 - val_acc: 0.8491 Epoch 00560: val_loss did not improve from 0.55729 Epoch 561/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.8266e-07 - acc: 1.000 - ETA: 5s - loss: 6.4672e-07 - acc: 1.000 - ETA: 4s - loss: 5.3695e-07 - acc: 1.000 - ETA: 4s - loss: 7.3341e-05 - acc: 1.000 - ETA: 4s - loss: 5.8804e-05 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9979 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 794us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.3896 - val_acc: 0.8587 Epoch 00561: val_loss did not improve from 0.55729 Epoch 562/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1165e-05 - acc: 1.000 - ETA: 4s - loss: 2.9471e-06 - acc: 1.000 - ETA: 4s - loss: 3.0073e-06 - acc: 1.000 - ETA: 4s - loss: 2.5464e-06 - acc: 1.000 - ETA: 4s - loss: 3.1228e-06 - acc: 1.000 - ETA: 4s - loss: 2.5558e-06 - acc: 1.000 - ETA: 4s - loss: 2.1785e-06 - acc: 1.000 - ETA: 4s - loss: 2.5833e-06 - acc: 1.000 - ETA: 4s - loss: 2.4661e-06 - acc: 1.000 - ETA: 4s - loss: 4.7666e-06 - acc: 1.000 - ETA: 4s - loss: 4.4746e-06 - acc: 1.000 - ETA: 4s - loss: 4.1774e-06 - acc: 1.000 - ETA: 4s - loss: 3.8800e-06 - acc: 1.000 - ETA: 4s - loss: 3.7966e-06 - acc: 1.000 - ETA: 4s - loss: 3.6541e-06 - acc: 1.000 - ETA: 4s - loss: 3.5465e-06 - acc: 1.000 - ETA: 4s - loss: 3.3274e-06 - acc: 1.000 - ETA: 4s - loss: 4.0170e-06 - acc: 1.000 - ETA: 4s - loss: 3.8857e-06 - acc: 1.000 - ETA: 4s - loss: 3.6767e-06 - acc: 1.000 - ETA: 3s - loss: 3.5431e-06 - acc: 1.000 - ETA: 3s - loss: 3.9485e-06 - acc: 1.000 - ETA: 3s - loss: 3.7849e-06 - acc: 1.000 - ETA: 3s - loss: 3.7059e-06 - acc: 1.000 - ETA: 3s - loss: 3.5482e-06 - acc: 1.000 - ETA: 3s - loss: 3.4036e-06 - acc: 1.000 - ETA: 3s - loss: 3.2790e-06 - acc: 1.000 - ETA: 3s - loss: 3.0516e-04 - acc: 1.000 - ETA: 3s - loss: 2.9759e-04 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9995 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 801us/step - loss: 0.0129 - acc: 0.9985 - val_loss: 1.4545 - val_acc: 0.8527 Epoch 00562: val_loss did not improve from 0.55729 Epoch 563/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3544e-07 - acc: 1.000 - ETA: 4s - loss: 1.7638e-06 - acc: 1.000 - ETA: 4s - loss: 1.3680e-06 - acc: 1.000 - ETA: 4s - loss: 1.0993e-05 - acc: 1.000 - ETA: 4s - loss: 8.9888e-06 - acc: 1.000 - ETA: 4s - loss: 7.5631e-06 - acc: 1.000 - ETA: 4s - loss: 7.4517e-06 - acc: 1.000 - ETA: 4s - loss: 6.6824e-06 - acc: 1.000 - ETA: 4s - loss: 5.8430e-06 - acc: 1.000 - ETA: 4s - loss: 5.6193e-06 - acc: 1.000 - ETA: 4s - loss: 0.0206 - acc: 0.9987 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 792us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.4636 - val_acc: 0.8551 Epoch 00563: val_loss did not improve from 0.55729 Epoch 564/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2994e-07 - acc: 1.000 - ETA: 5s - loss: 3.3544e-07 - acc: 1.000 - ETA: 5s - loss: 6.9019e-07 - acc: 1.000 - ETA: 4s - loss: 6.1078e-07 - acc: 1.000 - ETA: 4s - loss: 6.2124e-07 - acc: 1.000 - ETA: 4s - loss: 1.9937e-05 - acc: 1.000 - ETA: 4s - loss: 1.7129e-05 - acc: 1.000 - ETA: 4s - loss: 1.5540e-05 - acc: 1.000 - ETA: 4s - loss: 1.3879e-05 - acc: 1.000 - ETA: 4s - loss: 1.2901e-05 - acc: 1.000 - ETA: 4s - loss: 1.2034e-05 - acc: 1.000 - ETA: 4s - loss: 1.1278e-05 - acc: 1.000 - ETA: 4s - loss: 1.0439e-05 - acc: 1.000 - ETA: 4s - loss: 9.6875e-06 - acc: 1.000 - ETA: 4s - loss: 9.0526e-06 - acc: 1.000 - ETA: 4s - loss: 1.1032e-05 - acc: 1.000 - ETA: 4s - loss: 1.0948e-05 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9993 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 792us/step - loss: 0.0129 - acc: 0.9987 - val_loss: 1.4719 - val_acc: 0.8539 Epoch 00564: val_loss did not improve from 0.55729 Epoch 565/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2485e-07 - acc: 1.000 - ETA: 4s - loss: 8.4265e-05 - acc: 1.000 - ETA: 4s - loss: 0.0369 - acc: 0.9944 - ETA: 4s - loss: 0.0277 - acc: 0.995 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.995 - ETA: 4s - loss: 0.0254 - acc: 0.995 - ETA: 4s - loss: 0.0217 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.996 - ETA: 4s - loss: 0.0167 - acc: 0.997 - 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acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 5s 795us/step - loss: 0.0086 - acc: 0.9987 - val_loss: 1.4810 - val_acc: 0.8527 Epoch 00565: val_loss did not improve from 0.55729 Epoch 566/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1756e-07 - acc: 1.000 - ETA: 5s - loss: 3.3602e-07 - acc: 1.000 - ETA: 5s - loss: 2.4103e-07 - acc: 1.000 - ETA: 4s - loss: 2.8536e-07 - acc: 1.000 - ETA: 4s - loss: 1.7489e-05 - acc: 1.000 - ETA: 4s - loss: 1.3853e-05 - acc: 1.000 - ETA: 4s - loss: 1.1478e-05 - acc: 1.000 - ETA: 4s - loss: 1.0261e-05 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9983 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0130 - acc: 0.997 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.997 - ETA: 1s - loss: 0.0124 - acc: 0.997 - ETA: 1s - loss: 0.0121 - acc: 0.997 - ETA: 1s - loss: 0.0119 - acc: 0.997 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 794us/step - loss: 0.0099 - acc: 0.9984 - val_loss: 1.4610 - val_acc: 0.8443 Epoch 00566: val_loss did not improve from 0.55729 Epoch 567/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9132e-07 - acc: 1.000 - ETA: 5s - loss: 0.0253 - acc: 0.9937 - ETA: 4s - loss: 0.0169 - acc: 0.995 - ETA: 4s - loss: 0.0136 - acc: 0.996 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 4s - loss: 0.0093 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.997 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 793us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.3356 - val_acc: 0.8563 Epoch 00567: val_loss did not improve from 0.55729 Epoch 568/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 4.5569e-05 - acc: 1.000 - ETA: 4s - loss: 2.5725e-05 - acc: 1.000 - ETA: 4s - loss: 2.2188e-05 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9971 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.996 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 793us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.3598 - val_acc: 0.8575 Epoch 00568: val_loss did not improve from 0.55729 Epoch 569/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.5915e-06 - acc: 1.000 - ETA: 5s - loss: 9.6375e-07 - acc: 1.000 - ETA: 5s - loss: 7.4832e-07 - acc: 1.000 - ETA: 4s - loss: 6.7017e-07 - acc: 1.000 - ETA: 4s - loss: 5.5527e-07 - acc: 1.000 - ETA: 4s - loss: 8.1117e-07 - acc: 1.000 - ETA: 4s - loss: 8.4744e-07 - acc: 1.000 - ETA: 4s - loss: 1.9063e-06 - acc: 1.000 - ETA: 4s - loss: 1.7011e-06 - acc: 1.000 - ETA: 4s - loss: 1.8051e-06 - acc: 1.000 - ETA: 4s - loss: 2.3034e-06 - acc: 1.000 - ETA: 4s - loss: 2.1914e-06 - acc: 1.000 - ETA: 4s - loss: 2.0683e-06 - acc: 1.000 - ETA: 4s - loss: 1.9533e-06 - acc: 1.000 - ETA: 4s - loss: 2.2831e-06 - acc: 1.000 - ETA: 4s - loss: 2.2562e-06 - acc: 1.000 - ETA: 4s - loss: 2.1329e-06 - acc: 1.000 - ETA: 4s - loss: 3.2807e-06 - acc: 1.000 - ETA: 4s - loss: 4.0001e-06 - acc: 1.000 - ETA: 3s - loss: 4.2576e-06 - acc: 1.000 - ETA: 3s - loss: 4.0543e-06 - acc: 1.000 - ETA: 3s - loss: 6.0791e-06 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9994 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 5s 801us/step - loss: 0.0157 - acc: 0.9981 - val_loss: 1.4110 - val_acc: 0.8467 Epoch 00569: val_loss did not improve from 0.55729 Epoch 570/2000 6680/6680 [==============================] - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 2.9467e-04 - acc: 1.000 - ETA: 5s - loss: 1.8425e-04 - acc: 1.000 - ETA: 4s - loss: 1.7774e-04 - acc: 1.000 - ETA: 4s - loss: 1.4233e-04 - acc: 1.000 - ETA: 4s - loss: 1.1255e-04 - acc: 1.000 - ETA: 4s - loss: 9.7250e-05 - acc: 1.000 - ETA: 4s - loss: 8.5843e-05 - acc: 1.000 - ETA: 4s - loss: 7.4115e-05 - acc: 1.000 - ETA: 4s - loss: 6.6626e-05 - acc: 1.000 - ETA: 4s - loss: 5.9490e-05 - acc: 1.000 - ETA: 4s - loss: 5.5253e-05 - acc: 1.000 - ETA: 4s - loss: 5.0426e-05 - acc: 1.000 - ETA: 4s - loss: 4.7217e-05 - acc: 1.000 - ETA: 4s - loss: 5.6283e-05 - acc: 1.000 - ETA: 4s - loss: 5.2222e-05 - acc: 1.000 - ETA: 4s - loss: 4.8827e-05 - acc: 1.000 - ETA: 4s - loss: 4.5747e-05 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9992 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - 5s 796us/step - loss: 0.0167 - acc: 0.9985 - val_loss: 1.5034 - val_acc: 0.8599 Epoch 00570: val_loss did not improve from 0.55729 Epoch 571/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1551e-05 - acc: 1.000 - ETA: 5s - loss: 6.0972e-06 - acc: 1.000 - ETA: 5s - loss: 3.2229e-06 - acc: 1.000 - ETA: 5s - loss: 2.7620e-06 - acc: 1.000 - ETA: 4s - loss: 2.0894e-06 - acc: 1.000 - ETA: 4s - loss: 2.1773e-06 - acc: 1.000 - ETA: 4s - loss: 2.7726e-06 - acc: 1.000 - ETA: 4s - loss: 2.4674e-06 - acc: 1.000 - ETA: 4s - loss: 2.7912e-06 - acc: 1.000 - ETA: 4s - loss: 2.4843e-06 - acc: 1.000 - ETA: 4s - loss: 3.8758e-06 - acc: 1.000 - ETA: 4s - loss: 3.5877e-06 - acc: 1.000 - ETA: 4s - loss: 3.6281e-06 - acc: 1.000 - ETA: 4s - loss: 3.3419e-06 - acc: 1.000 - ETA: 4s - loss: 7.1271e-06 - acc: 1.000 - ETA: 4s - loss: 0.0056 - acc: 0.9991 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 795us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.4577 - val_acc: 0.8563 Epoch 00571: val_loss did not improve from 0.55729 Epoch 572/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 2.5414e-04 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.0000 - ETA: 4s - loss: 0.0043 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 1.000 - ETA: 4s - loss: 0.0027 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 797us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.4876 - val_acc: 0.8455 Epoch 00572: val_loss did not improve from 0.55729 Epoch 573/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.4836e-07 - acc: 1.000 - ETA: 4s - loss: 4.0699e-06 - acc: 1.000 - ETA: 5s - loss: 2.6148e-06 - acc: 1.000 - ETA: 4s - loss: 2.7083e-05 - acc: 1.000 - ETA: 4s - loss: 2.5878e-05 - acc: 1.000 - ETA: 4s - loss: 2.0736e-05 - acc: 1.000 - ETA: 4s - loss: 3.4103e-05 - acc: 1.000 - ETA: 4s - loss: 3.0739e-05 - acc: 1.000 - ETA: 4s - loss: 2.6890e-05 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.9985 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0340 - acc: 0.996 - ETA: 3s - loss: 0.0330 - acc: 0.997 - ETA: 3s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0305 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - 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acc: 0.998 - ETA: 1s - loss: 0.0236 - acc: 0.997 - ETA: 1s - loss: 0.0232 - acc: 0.997 - ETA: 1s - loss: 0.0233 - acc: 0.997 - ETA: 1s - loss: 0.0229 - acc: 0.997 - ETA: 1s - loss: 0.0225 - acc: 0.997 - ETA: 1s - loss: 0.0221 - acc: 0.997 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 1s - loss: 0.0216 - acc: 0.997 - ETA: 1s - loss: 0.0213 - acc: 0.997 - ETA: 1s - loss: 0.0210 - acc: 0.997 - ETA: 1s - loss: 0.0207 - acc: 0.997 - ETA: 0s - loss: 0.0205 - acc: 0.998 - ETA: 0s - loss: 0.0202 - acc: 0.998 - ETA: 0s - loss: 0.0199 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - 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ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 5s 808us/step - loss: 0.0158 - acc: 0.9984 - val_loss: 1.4243 - val_acc: 0.8455 Epoch 00574: val_loss did not improve from 0.55729 Epoch 575/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1111e-05 - acc: 1.000 - ETA: 5s - loss: 3.3284e-06 - acc: 1.000 - ETA: 5s - loss: 6.3322e-05 - acc: 1.000 - ETA: 5s - loss: 4.6193e-05 - acc: 1.000 - ETA: 5s - loss: 3.6422e-05 - acc: 1.000 - ETA: 5s - loss: 7.2468e-05 - acc: 1.000 - ETA: 4s - loss: 5.8957e-05 - acc: 1.000 - ETA: 4s - loss: 2.5561e-04 - acc: 1.000 - ETA: 4s - loss: 2.2724e-04 - acc: 1.000 - ETA: 4s - loss: 7.2878e-04 - acc: 1.000 - ETA: 4s - loss: 6.4551e-04 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9987 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - 5s 818us/step - loss: 0.0081 - acc: 0.9985 - val_loss: 1.4313 - val_acc: 0.8515 Epoch 00575: val_loss did not improve from 0.55729 Epoch 576/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-06 - acc: 1.000 - ETA: 5s - loss: 2.1477e-05 - acc: 1.000 - ETA: 5s - loss: 1.1140e-05 - acc: 1.000 - ETA: 5s - loss: 9.2717e-06 - acc: 1.000 - ETA: 5s - loss: 1.7418e-05 - acc: 1.000 - ETA: 5s - loss: 2.5758e-04 - acc: 1.000 - ETA: 4s - loss: 2.5629e-04 - acc: 1.000 - ETA: 4s - loss: 3.3272e-04 - acc: 1.000 - ETA: 4s - loss: 2.9742e-04 - acc: 1.000 - ETA: 4s - loss: 2.6030e-04 - acc: 1.000 - ETA: 4s - loss: 2.3818e-04 - acc: 1.000 - ETA: 4s - loss: 2.1378e-04 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9988 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 815us/step - loss: 0.0127 - acc: 0.9985 - val_loss: 1.3671 - val_acc: 0.8491 Epoch 00576: val_loss did not improve from 0.55729 Epoch 577/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.8280e-07 - acc: 1.000 - ETA: 5s - loss: 2.0085e-06 - acc: 1.000 - ETA: 5s - loss: 1.6079e-06 - acc: 1.000 - ETA: 4s - loss: 1.3106e-06 - acc: 1.000 - ETA: 4s - loss: 9.2895e-05 - acc: 1.000 - ETA: 4s - loss: 3.4122e-04 - acc: 1.000 - ETA: 4s - loss: 3.1084e-04 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9983 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 811us/step - loss: 0.0129 - acc: 0.9984 - val_loss: 1.4057 - val_acc: 0.8503 Epoch 00577: val_loss did not improve from 0.55729 Epoch 578/2000 6680/6680 [==============================] - ETA: 5s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 1.7257e-06 - acc: 1.000 - ETA: 5s - loss: 1.3624e-06 - acc: 1.000 - ETA: 4s - loss: 2.4528e-05 - acc: 1.000 - ETA: 4s - loss: 1.9872e-05 - acc: 1.000 - ETA: 4s - loss: 1.5832e-05 - acc: 1.000 - ETA: 4s - loss: 1.3565e-05 - acc: 1.000 - ETA: 4s - loss: 1.2142e-05 - acc: 1.000 - ETA: 4s - loss: 1.1125e-05 - acc: 1.000 - ETA: 4s - loss: 9.7995e-06 - acc: 1.000 - ETA: 4s - loss: 8.7819e-06 - acc: 1.000 - ETA: 4s - loss: 1.0345e-05 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 809us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.4776 - val_acc: 0.8539 Epoch 00578: val_loss did not improve from 0.55729 Epoch 579/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9670e-07 - acc: 1.000 - ETA: 5s - loss: 2.1383e-07 - acc: 1.000 - ETA: 5s - loss: 5.0851e-07 - acc: 1.000 - ETA: 5s - loss: 6.0662e-07 - acc: 1.000 - ETA: 4s - loss: 5.3148e-07 - acc: 1.000 - ETA: 4s - loss: 4.8735e-07 - acc: 1.000 - ETA: 4s - loss: 5.2194e-07 - acc: 1.000 - ETA: 4s - loss: 4.7364e-07 - acc: 1.000 - ETA: 4s - loss: 6.0962e-07 - acc: 1.000 - ETA: 4s - loss: 6.3217e-07 - acc: 1.000 - ETA: 4s - loss: 1.1417e-06 - acc: 1.000 - ETA: 4s - loss: 8.3958e-06 - acc: 1.000 - ETA: 4s - loss: 7.8323e-06 - acc: 1.000 - ETA: 4s - loss: 7.2508e-06 - acc: 1.000 - ETA: 4s - loss: 7.0648e-06 - acc: 1.000 - ETA: 4s - loss: 6.5621e-06 - acc: 1.000 - ETA: 4s - loss: 7.7000e-06 - acc: 1.000 - ETA: 4s - loss: 7.2423e-06 - acc: 1.000 - ETA: 4s - loss: 6.9137e-06 - acc: 1.000 - ETA: 4s - loss: 6.5214e-06 - acc: 1.000 - ETA: 4s - loss: 6.3295e-06 - acc: 1.000 - ETA: 4s - loss: 6.0027e-06 - acc: 1.000 - ETA: 4s - loss: 5.7808e-06 - acc: 1.000 - ETA: 3s - loss: 5.5198e-06 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9994 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 809us/step - loss: 0.0131 - acc: 0.9987 - val_loss: 1.4322 - val_acc: 0.8491 Epoch 00579: val_loss did not improve from 0.55729 Epoch 580/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6391e-07 - acc: 1.000 - ETA: 4s - loss: 4.6037e-06 - acc: 1.000 - ETA: 5s - loss: 3.0275e-06 - acc: 1.000 - ETA: 4s - loss: 2.0794e-06 - acc: 1.000 - ETA: 4s - loss: 4.6633e-05 - acc: 1.000 - ETA: 4s - loss: 3.7348e-05 - acc: 1.000 - ETA: 4s - loss: 3.0903e-05 - acc: 1.000 - ETA: 4s - loss: 2.7684e-05 - acc: 1.000 - ETA: 4s - loss: 2.4874e-05 - acc: 1.000 - ETA: 4s - loss: 2.8117e-04 - acc: 1.000 - ETA: 4s - loss: 2.5219e-04 - acc: 1.000 - ETA: 4s - loss: 2.3329e-04 - acc: 1.000 - ETA: 4s - loss: 2.1243e-04 - acc: 1.000 - ETA: 4s - loss: 2.1826e-04 - acc: 1.000 - ETA: 4s - loss: 2.1593e-04 - acc: 1.000 - ETA: 4s - loss: 2.0080e-04 - acc: 1.000 - ETA: 4s - loss: 1.8701e-04 - acc: 1.000 - ETA: 4s - loss: 1.7786e-04 - acc: 1.000 - ETA: 4s - loss: 1.7163e-04 - acc: 1.000 - ETA: 4s - loss: 1.6878e-04 - acc: 1.000 - ETA: 4s - loss: 1.5943e-04 - acc: 1.000 - ETA: 4s - loss: 1.5425e-04 - acc: 1.000 - ETA: 3s - loss: 1.4670e-04 - acc: 1.000 - ETA: 3s - loss: 1.5543e-04 - acc: 1.000 - ETA: 3s - loss: 1.4910e-04 - acc: 1.000 - ETA: 3s - loss: 1.4250e-04 - acc: 1.000 - ETA: 3s - loss: 1.3646e-04 - acc: 1.000 - ETA: 3s - loss: 1.3092e-04 - acc: 1.000 - ETA: 3s - loss: 1.2765e-04 - acc: 1.000 - ETA: 3s - loss: 1.2280e-04 - acc: 1.000 - ETA: 3s - loss: 1.1939e-04 - acc: 1.000 - ETA: 3s - loss: 1.1716e-04 - acc: 1.000 - ETA: 3s - loss: 1.1424e-04 - acc: 1.000 - ETA: 3s - loss: 1.1041e-04 - acc: 1.000 - ETA: 3s - loss: 1.0778e-04 - acc: 1.000 - ETA: 3s - loss: 1.0456e-04 - acc: 1.000 - ETA: 3s - loss: 1.0394e-04 - acc: 1.000 - ETA: 3s - loss: 1.0088e-04 - acc: 1.000 - ETA: 3s - loss: 9.7942e-05 - acc: 1.000 - ETA: 3s - loss: 9.5849e-05 - acc: 1.000 - ETA: 2s - loss: 9.3288e-05 - acc: 1.000 - ETA: 2s - loss: 9.1456e-05 - acc: 1.000 - ETA: 2s - loss: 8.9036e-05 - acc: 1.000 - ETA: 2s - loss: 8.6756e-05 - acc: 1.000 - ETA: 2s - loss: 8.5112e-05 - acc: 1.000 - ETA: 2s - loss: 8.3529e-05 - acc: 1.000 - ETA: 2s - loss: 8.1509e-05 - acc: 1.000 - ETA: 2s - loss: 7.9583e-05 - acc: 1.000 - ETA: 2s - loss: 7.8204e-05 - acc: 1.000 - ETA: 2s - loss: 3.0656e-04 - acc: 0.999 - ETA: 2s - loss: 2.9978e-04 - acc: 0.999 - ETA: 2s - loss: 2.9487e-04 - acc: 0.999 - ETA: 2s - loss: 2.8857e-04 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.9995 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 808us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5214 - val_acc: 0.8419 Epoch 00580: val_loss did not improve from 0.55729 Epoch 581/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8610e-07 - acc: 1.000 - ETA: 5s - loss: 1.5490e-06 - acc: 1.000 - ETA: 5s - loss: 1.1508e-04 - acc: 1.000 - ETA: 5s - loss: 7.5861e-05 - acc: 1.000 - ETA: 5s - loss: 7.3971e-05 - acc: 1.000 - ETA: 5s - loss: 5.9996e-05 - acc: 1.000 - ETA: 4s - loss: 4.9142e-05 - acc: 1.000 - ETA: 4s - loss: 4.3832e-05 - acc: 1.000 - ETA: 4s - loss: 4.1374e-05 - acc: 1.000 - ETA: 4s - loss: 4.2647e-05 - acc: 1.000 - ETA: 4s - loss: 4.0811e-05 - acc: 1.000 - ETA: 4s - loss: 4.2797e-05 - acc: 1.000 - ETA: 4s - loss: 4.2592e-05 - acc: 1.000 - ETA: 4s - loss: 4.0011e-05 - acc: 1.000 - ETA: 4s - loss: 4.6997e-05 - acc: 1.000 - ETA: 4s - loss: 4.4455e-05 - acc: 1.000 - ETA: 4s - loss: 4.6336e-05 - acc: 1.000 - ETA: 4s - loss: 4.3467e-05 - acc: 1.000 - ETA: 4s - loss: 4.1511e-05 - acc: 1.000 - ETA: 4s - loss: 3.9210e-05 - acc: 1.000 - ETA: 4s - loss: 3.7074e-05 - acc: 1.000 - ETA: 4s - loss: 3.5646e-05 - acc: 1.000 - ETA: 3s - loss: 3.3877e-05 - acc: 1.000 - ETA: 3s - loss: 3.2877e-05 - acc: 1.000 - ETA: 3s - loss: 3.1376e-05 - acc: 1.000 - ETA: 3s - loss: 3.0028e-05 - acc: 1.000 - ETA: 3s - loss: 0.0086 - acc: 0.9995 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 804us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.4250 - val_acc: 0.8455 Epoch 00581: val_loss did not improve from 0.55729 Epoch 582/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9385e-07 - acc: 1.000 - ETA: 4s - loss: 5.3877e-07 - acc: 1.000 - ETA: 5s - loss: 4.8057e-07 - acc: 1.000 - ETA: 4s - loss: 5.9550e-07 - acc: 1.000 - ETA: 4s - loss: 4.8840e-05 - acc: 1.000 - ETA: 4s - loss: 4.0984e-05 - acc: 1.000 - ETA: 4s - loss: 3.6445e-05 - acc: 1.000 - ETA: 4s - loss: 3.3169e-05 - acc: 1.000 - ETA: 4s - loss: 4.8577e-05 - acc: 1.000 - ETA: 4s - loss: 4.8769e-05 - acc: 1.000 - ETA: 4s - loss: 4.6414e-05 - acc: 1.000 - ETA: 4s - loss: 4.4627e-05 - acc: 1.000 - ETA: 4s - loss: 4.1905e-05 - acc: 1.000 - ETA: 4s - loss: 3.8825e-05 - acc: 1.000 - ETA: 4s - loss: 3.7082e-05 - acc: 1.000 - ETA: 4s - loss: 3.4627e-05 - acc: 1.000 - ETA: 4s - loss: 3.4574e-05 - acc: 1.000 - ETA: 4s - loss: 3.3052e-05 - acc: 1.000 - ETA: 4s - loss: 5.0084e-04 - acc: 1.000 - ETA: 4s - loss: 4.8065e-04 - acc: 1.000 - ETA: 3s - loss: 4.5610e-04 - acc: 1.000 - ETA: 3s - loss: 4.3392e-04 - acc: 1.000 - ETA: 3s - loss: 4.1902e-04 - acc: 1.000 - ETA: 3s - loss: 4.0020e-04 - acc: 1.000 - ETA: 3s - loss: 3.8718e-04 - acc: 1.000 - ETA: 3s - loss: 3.7115e-04 - acc: 1.000 - ETA: 3s - loss: 3.5990e-04 - acc: 1.000 - ETA: 3s - loss: 3.4699e-04 - acc: 1.000 - ETA: 3s - loss: 3.3718e-04 - acc: 1.000 - ETA: 3s - loss: 3.2507e-04 - acc: 1.000 - ETA: 3s - loss: 3.1645e-04 - acc: 1.000 - ETA: 3s - loss: 0.0030 - acc: 0.9996 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 804us/step - loss: 0.0117 - acc: 0.9988 - val_loss: 1.4634 - val_acc: 0.8503 Epoch 00582: val_loss did not improve from 0.55729 Epoch 583/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3438e-06 - acc: 1.000 - ETA: 4s - loss: 4.4858e-06 - acc: 1.000 - ETA: 5s - loss: 1.1807e-05 - acc: 1.000 - ETA: 4s - loss: 8.2079e-06 - acc: 1.000 - ETA: 4s - loss: 6.8114e-06 - acc: 1.000 - ETA: 4s - loss: 5.7816e-06 - acc: 1.000 - ETA: 4s - loss: 5.4329e-06 - acc: 1.000 - ETA: 4s - loss: 1.7424e-04 - acc: 1.000 - ETA: 4s - loss: 1.5105e-04 - acc: 1.000 - ETA: 4s - loss: 1.3735e-04 - acc: 1.000 - ETA: 4s - loss: 2.1046e-04 - acc: 1.000 - ETA: 4s - loss: 1.9040e-04 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9977 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 2s - loss: 0.0016 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 5s 801us/step - loss: 0.0085 - acc: 0.9988 - val_loss: 1.4442 - val_acc: 0.8575 Epoch 00583: val_loss did not improve from 0.55729 Epoch 584/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0125 - acc: 0.9875 - ETA: 5s - loss: 0.0062 - acc: 0.993 - ETA: 4s - loss: 0.0042 - acc: 0.995 - ETA: 4s - loss: 0.0033 - acc: 0.996 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8108e-04 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.9983 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.8014e-04 - acc: 0.999 - ETA: 2s - loss: 9.6572e-04 - acc: 0.999 - ETA: 1s - loss: 9.4714e-04 - acc: 0.999 - ETA: 1s - loss: 9.2959e-04 - acc: 0.999 - ETA: 1s - loss: 9.1656e-04 - acc: 0.999 - ETA: 1s - loss: 8.9974e-04 - acc: 0.999 - ETA: 1s - loss: 8.8355e-04 - acc: 0.999 - ETA: 1s - loss: 8.7177e-04 - acc: 0.999 - ETA: 1s - loss: 8.5654e-04 - acc: 0.999 - ETA: 1s - loss: 8.4185e-04 - acc: 0.999 - ETA: 1s - loss: 8.2766e-04 - acc: 0.999 - ETA: 1s - loss: 8.1732e-04 - acc: 0.999 - ETA: 1s - loss: 8.0392e-04 - acc: 0.999 - ETA: 1s - loss: 7.9096e-04 - acc: 0.999 - ETA: 1s - loss: 7.8151e-04 - acc: 0.999 - ETA: 1s - loss: 7.6925e-04 - acc: 0.999 - ETA: 1s - loss: 7.6031e-04 - acc: 0.999 - ETA: 1s - loss: 7.4870e-04 - acc: 0.999 - ETA: 1s - loss: 7.4023e-04 - acc: 0.999 - ETA: 1s - loss: 7.2923e-04 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.9994 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - 5s 802us/step - loss: 0.0059 - acc: 0.9990 - val_loss: 1.4210 - val_acc: 0.8419 Epoch 00584: val_loss did not improve from 0.55729 Epoch 585/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4353e-04 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 5s - loss: 5.0846e-04 - acc: 1.000 - ETA: 4s - loss: 3.4287e-04 - acc: 1.000 - ETA: 4s - loss: 2.7880e-04 - acc: 1.000 - ETA: 4s - loss: 4.5437e-04 - acc: 1.000 - ETA: 4s - loss: 3.7589e-04 - acc: 1.000 - ETA: 4s - loss: 3.3409e-04 - acc: 1.000 - ETA: 4s - loss: 2.8960e-04 - acc: 1.000 - ETA: 4s - loss: 2.6330e-04 - acc: 1.000 - ETA: 4s - loss: 2.6033e-04 - acc: 1.000 - ETA: 4s - loss: 2.4087e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9989 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 800us/step - loss: 0.0117 - acc: 0.9990 - val_loss: 1.5511 - val_acc: 0.8431 Epoch 00585: val_loss did not improve from 0.55729 Epoch 586/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.4427e-05 - acc: 1.000 - ETA: 5s - loss: 4.5785e-04 - acc: 1.000 - ETA: 5s - loss: 2.2995e-04 - acc: 1.000 - ETA: 4s - loss: 1.5413e-04 - acc: 1.000 - ETA: 4s - loss: 1.4525e-04 - acc: 1.000 - ETA: 4s - loss: 1.1470e-04 - acc: 1.000 - ETA: 4s - loss: 9.4887e-05 - acc: 1.000 - ETA: 4s - loss: 8.0856e-05 - acc: 1.000 - ETA: 4s - loss: 7.2449e-05 - acc: 1.000 - ETA: 4s - loss: 6.6909e-05 - acc: 1.000 - ETA: 4s - loss: 5.9952e-05 - acc: 1.000 - ETA: 4s - loss: 5.4260e-05 - acc: 1.000 - ETA: 4s - loss: 4.9563e-05 - acc: 1.000 - ETA: 4s - loss: 4.6603e-05 - acc: 1.000 - ETA: 4s - loss: 4.3133e-05 - acc: 1.000 - ETA: 4s - loss: 4.0115e-05 - acc: 1.000 - ETA: 4s - loss: 3.8115e-05 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9992 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - 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acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 798us/step - loss: 0.0119 - acc: 0.9988 - val_loss: 1.5071 - val_acc: 0.8443 Epoch 00586: val_loss did not improve from 0.55729 Epoch 587/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 3.2634e-07 - acc: 1.000 - ETA: 5s - loss: 3.9339e-07 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 0.9955 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4267e-04 - acc: 0.999 - ETA: 4s - loss: 8.7904e-04 - acc: 0.999 - ETA: 4s - loss: 8.3651e-04 - acc: 0.999 - ETA: 4s - loss: 7.8615e-04 - acc: 0.999 - ETA: 4s - loss: 7.5202e-04 - acc: 0.999 - ETA: 4s - loss: 7.1083e-04 - acc: 0.999 - ETA: 4s - loss: 6.8342e-04 - acc: 0.999 - ETA: 3s - loss: 6.4949e-04 - acc: 0.999 - ETA: 3s - loss: 6.1858e-04 - acc: 0.999 - ETA: 3s - loss: 5.9047e-04 - acc: 0.999 - ETA: 3s - loss: 5.7102e-04 - acc: 0.999 - ETA: 3s - loss: 5.4708e-04 - acc: 0.999 - ETA: 3s - loss: 5.3034e-04 - acc: 0.999 - ETA: 3s - loss: 5.1055e-04 - acc: 0.999 - ETA: 3s - loss: 4.9129e-04 - acc: 0.999 - ETA: 3s - loss: 4.7778e-04 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.9991 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 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acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 6s 844us/step - loss: 0.0153 - acc: 0.9985 - val_loss: 1.5081 - val_acc: 0.8467 Epoch 00588: val_loss did not improve from 0.55729 Epoch 589/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4007e-07 - acc: 1.000 - ETA: 6s - loss: 3.4516e-06 - acc: 1.000 - ETA: 5s - loss: 2.0575e-06 - acc: 1.000 - ETA: 5s - loss: 1.4855e-06 - acc: 1.000 - ETA: 5s - loss: 1.5995e-06 - acc: 1.000 - ETA: 5s - loss: 1.3382e-06 - acc: 1.000 - ETA: 5s - loss: 1.1627e-06 - acc: 1.000 - ETA: 5s - loss: 1.1551e-06 - acc: 1.000 - ETA: 5s - loss: 1.1868e-05 - acc: 1.000 - ETA: 5s - loss: 2.5449e-05 - acc: 1.000 - ETA: 5s - loss: 2.3076e-05 - acc: 1.000 - ETA: 5s - loss: 2.3258e-05 - acc: 1.000 - ETA: 4s - loss: 2.0900e-05 - acc: 1.000 - ETA: 4s - loss: 1.9434e-05 - acc: 1.000 - ETA: 4s - loss: 1.9438e-05 - acc: 1.000 - ETA: 4s - loss: 1.8337e-05 - acc: 1.000 - ETA: 4s - loss: 1.7369e-05 - acc: 1.000 - ETA: 4s - loss: 1.6259e-05 - acc: 1.000 - ETA: 4s - loss: 1.5956e-05 - acc: 1.000 - ETA: 4s - loss: 1.5191e-05 - acc: 1.000 - ETA: 4s - loss: 1.4283e-05 - acc: 1.000 - ETA: 4s - loss: 1.5357e-05 - acc: 1.000 - ETA: 4s - loss: 1.4523e-05 - acc: 1.000 - ETA: 4s - loss: 1.3965e-05 - acc: 1.000 - ETA: 4s - loss: 1.3472e-05 - acc: 1.000 - ETA: 4s - loss: 1.2830e-05 - acc: 1.000 - ETA: 4s - loss: 1.2393e-05 - acc: 1.000 - ETA: 3s - loss: 1.1854e-05 - acc: 1.000 - ETA: 3s - loss: 1.1508e-05 - acc: 1.000 - ETA: 3s - loss: 1.1171e-05 - acc: 1.000 - ETA: 3s - loss: 1.0836e-05 - acc: 1.000 - ETA: 3s - loss: 1.0433e-05 - acc: 1.000 - ETA: 3s - loss: 1.0143e-05 - acc: 1.000 - ETA: 3s - loss: 9.9785e-06 - acc: 1.000 - ETA: 3s - loss: 9.6331e-06 - acc: 1.000 - ETA: 3s - loss: 9.3951e-06 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 0.9996 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 835us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.4301 - val_acc: 0.8503 Epoch 00589: val_loss did not improve from 0.55729 Epoch 590/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4039e-05 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 5s - loss: 7.0580e-04 - acc: 1.000 - ETA: 5s - loss: 4.8198e-04 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9969 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0113 - acc: 0.996 - 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acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - 5s 805us/step - loss: 0.0164 - acc: 0.9985 - val_loss: 1.5249 - val_acc: 0.8467 Epoch 00590: val_loss did not improve from 0.55729 Epoch 591/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.6776e-06 - acc: 1.000 - ETA: 5s - loss: 2.4865e-05 - acc: 1.000 - ETA: 5s - loss: 3.8898e-04 - acc: 1.000 - ETA: 5s - loss: 2.9184e-04 - acc: 1.000 - ETA: 5s - loss: 2.3411e-04 - acc: 1.000 - ETA: 5s - loss: 2.5184e-04 - acc: 1.000 - ETA: 4s - loss: 3.0740e-04 - acc: 1.000 - ETA: 4s - loss: 2.7224e-04 - acc: 1.000 - ETA: 4s - loss: 2.3474e-04 - acc: 1.000 - ETA: 4s - loss: 2.3227e-04 - acc: 1.000 - ETA: 4s - loss: 2.0724e-04 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9988 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 811us/step - loss: 0.0145 - acc: 0.9987 - val_loss: 1.4415 - val_acc: 0.8539 Epoch 00591: val_loss did not improve from 0.55729 Epoch 592/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0531e-07 - acc: 1.000 - ETA: 5s - loss: 3.1889e-07 - acc: 1.000 - ETA: 5s - loss: 2.7806e-06 - acc: 1.000 - ETA: 5s - loss: 3.5017e-06 - acc: 1.000 - ETA: 5s - loss: 8.7659e-06 - acc: 1.000 - ETA: 5s - loss: 7.2634e-06 - acc: 1.000 - ETA: 5s - loss: 6.1962e-06 - acc: 1.000 - ETA: 5s - loss: 0.0350 - acc: 0.9978 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 5s - loss: 0.0278 - acc: 0.998 - ETA: 5s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0412 - acc: 0.997 - ETA: 4s - loss: 0.0382 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 5s 816us/step - loss: 0.0157 - acc: 0.9988 - val_loss: 1.4933 - val_acc: 0.8491 Epoch 00592: val_loss did not improve from 0.55729 Epoch 593/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.3274e-06 - acc: 1.000 - ETA: 5s - loss: 2.7368e-06 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.3078e-04 - acc: 1.000 - ETA: 4s - loss: 6.9969e-04 - acc: 1.000 - ETA: 4s - loss: 5.9228e-04 - acc: 1.000 - ETA: 4s - loss: 5.0457e-04 - acc: 1.000 - ETA: 4s - loss: 4.5444e-04 - acc: 1.000 - ETA: 4s - loss: 4.0100e-04 - acc: 1.000 - ETA: 4s - loss: 3.5892e-04 - acc: 1.000 - ETA: 4s - loss: 3.3268e-04 - acc: 1.000 - ETA: 4s - loss: 3.0312e-04 - acc: 1.000 - ETA: 4s - loss: 2.7839e-04 - acc: 1.000 - ETA: 4s - loss: 2.5739e-04 - acc: 1.000 - ETA: 4s - loss: 2.4464e-04 - acc: 1.000 - ETA: 4s - loss: 2.3224e-04 - acc: 1.000 - ETA: 4s - loss: 2.1764e-04 - acc: 1.000 - ETA: 4s - loss: 2.0476e-04 - acc: 1.000 - ETA: 4s - loss: 1.9614e-04 - acc: 1.000 - ETA: 4s - loss: 1.8990e-04 - acc: 1.000 - ETA: 4s - loss: 2.2792e-04 - acc: 1.000 - ETA: 4s - loss: 2.1845e-04 - acc: 1.000 - ETA: 3s - loss: 2.0821e-04 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9994 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 800us/step - loss: 0.0112 - acc: 0.9993 - val_loss: 1.4918 - val_acc: 0.8479 Epoch 00593: val_loss did not improve from 0.55729 Epoch 594/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.6242e-07 - acc: 1.000 - ETA: 5s - loss: 1.5311e-07 - acc: 1.000 - ETA: 4s - loss: 1.7658e-07 - acc: 1.000 - ETA: 4s - loss: 7.2671e-04 - acc: 1.000 - ETA: 4s - loss: 0.0306 - acc: 0.9974 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 795us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.5768 - val_acc: 0.8419 Epoch 00594: val_loss did not improve from 0.55729 Epoch 595/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4865e-05 - acc: 1.000 - ETA: 5s - loss: 1.1777e-05 - acc: 1.000 - ETA: 5s - loss: 3.6145e-05 - acc: 1.000 - ETA: 5s - loss: 2.6383e-05 - acc: 1.000 - ETA: 4s - loss: 2.9265e-05 - acc: 1.000 - ETA: 4s - loss: 7.3376e-04 - acc: 1.000 - ETA: 4s - loss: 6.1708e-04 - acc: 1.000 - ETA: 4s - loss: 5.2651e-04 - acc: 1.000 - ETA: 4s - loss: 4.7475e-04 - acc: 1.000 - ETA: 4s - loss: 4.2289e-04 - acc: 1.000 - ETA: 4s - loss: 3.7949e-04 - acc: 1.000 - ETA: 4s - loss: 3.4881e-04 - acc: 1.000 - ETA: 4s - loss: 3.2577e-04 - acc: 1.000 - ETA: 4s - loss: 2.9925e-04 - acc: 1.000 - ETA: 4s - loss: 2.7692e-04 - acc: 1.000 - ETA: 4s - loss: 2.6210e-04 - acc: 1.000 - ETA: 4s - loss: 2.4469e-04 - acc: 1.000 - ETA: 4s - loss: 2.2968e-04 - acc: 1.000 - ETA: 4s - loss: 2.1959e-04 - acc: 1.000 - ETA: 4s - loss: 2.0735e-04 - acc: 1.000 - ETA: 3s - loss: 1.9630e-04 - acc: 1.000 - ETA: 3s - loss: 1.8721e-04 - acc: 1.000 - ETA: 3s - loss: 1.8037e-04 - acc: 1.000 - ETA: 3s - loss: 1.7257e-04 - acc: 1.000 - ETA: 3s - loss: 1.6492e-04 - acc: 1.000 - ETA: 3s - loss: 1.6233e-04 - acc: 1.000 - ETA: 3s - loss: 1.5585e-04 - acc: 1.000 - ETA: 3s - loss: 1.4974e-04 - acc: 1.000 - ETA: 3s - loss: 1.4550e-04 - acc: 1.000 - ETA: 3s - loss: 1.4046e-04 - acc: 1.000 - ETA: 3s - loss: 1.3550e-04 - acc: 1.000 - ETA: 3s - loss: 1.3200e-04 - acc: 1.000 - ETA: 3s - loss: 1.2887e-04 - acc: 1.000 - ETA: 3s - loss: 1.2472e-04 - acc: 1.000 - ETA: 3s - loss: 1.2083e-04 - acc: 1.000 - ETA: 3s - loss: 1.1815e-04 - acc: 1.000 - ETA: 3s - loss: 1.1466e-04 - acc: 1.000 - ETA: 2s - loss: 1.1136e-04 - acc: 1.000 - ETA: 2s - loss: 1.0874e-04 - acc: 1.000 - ETA: 2s - loss: 1.0579e-04 - acc: 1.000 - ETA: 2s - loss: 0.0032 - acc: 0.9997 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.4118 - val_acc: 0.8623 Epoch 00595: val_loss did not improve from 0.55729 Epoch 596/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5243e-06 - acc: 1.000 - ETA: 5s - loss: 2.3567e-06 - acc: 1.000 - ETA: 5s - loss: 1.8702e-06 - acc: 1.000 - ETA: 5s - loss: 1.5026e-06 - acc: 1.000 - ETA: 4s - loss: 1.1596e-06 - acc: 1.000 - ETA: 4s - loss: 1.0632e-06 - acc: 1.000 - ETA: 4s - loss: 1.8521e-06 - acc: 1.000 - ETA: 4s - loss: 1.6703e-06 - acc: 1.000 - ETA: 4s - loss: 3.9990e-06 - acc: 1.000 - ETA: 4s - loss: 3.5427e-06 - acc: 1.000 - ETA: 4s - loss: 3.2704e-06 - acc: 1.000 - ETA: 4s - loss: 3.0420e-06 - acc: 1.000 - ETA: 4s - loss: 2.7864e-06 - acc: 1.000 - ETA: 4s - loss: 2.5951e-06 - acc: 1.000 - ETA: 4s - loss: 2.4196e-06 - acc: 1.000 - ETA: 4s - loss: 2.2603e-06 - acc: 1.000 - ETA: 4s - loss: 3.4338e-06 - acc: 1.000 - ETA: 4s - loss: 3.2319e-06 - acc: 1.000 - ETA: 4s - loss: 3.0936e-06 - acc: 1.000 - ETA: 4s - loss: 3.0030e-06 - acc: 1.000 - ETA: 4s - loss: 3.0101e-06 - acc: 1.000 - ETA: 3s - loss: 4.4030e-06 - acc: 1.000 - ETA: 3s - loss: 4.2638e-06 - acc: 1.000 - ETA: 3s - loss: 4.1273e-06 - acc: 1.000 - ETA: 3s - loss: 3.9546e-06 - acc: 1.000 - ETA: 3s - loss: 3.7895e-06 - acc: 1.000 - ETA: 3s - loss: 3.7747e-06 - acc: 1.000 - ETA: 3s - loss: 3.7556e-06 - acc: 1.000 - ETA: 3s - loss: 3.6159e-06 - acc: 1.000 - ETA: 3s - loss: 3.5175e-06 - acc: 1.000 - ETA: 3s - loss: 4.6356e-06 - acc: 1.000 - ETA: 3s - loss: 2.2428e-05 - acc: 1.000 - ETA: 3s - loss: 2.1673e-05 - acc: 1.000 - ETA: 3s - loss: 2.1162e-05 - acc: 1.000 - ETA: 3s - loss: 0.0065 - acc: 0.9996 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - 5s 794us/step - loss: 0.0064 - acc: 0.9994 - val_loss: 1.5264 - val_acc: 0.8527 Epoch 00596: val_loss did not improve from 0.55729 Epoch 597/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0862e-07 - acc: 1.000 - ETA: 4s - loss: 7.8150e-06 - acc: 1.000 - ETA: 4s - loss: 4.4277e-06 - acc: 1.000 - ETA: 4s - loss: 3.4052e-06 - acc: 1.000 - ETA: 4s - loss: 2.6415e-06 - acc: 1.000 - ETA: 4s - loss: 2.1476e-04 - acc: 1.000 - ETA: 4s - loss: 1.8696e-04 - acc: 1.000 - ETA: 4s - loss: 1.5930e-04 - acc: 1.000 - ETA: 4s - loss: 1.3915e-04 - acc: 1.000 - ETA: 4s - loss: 1.2693e-04 - acc: 1.000 - ETA: 4s - loss: 1.1719e-04 - acc: 1.000 - ETA: 4s - loss: 1.2680e-04 - acc: 1.000 - ETA: 4s - loss: 1.1582e-04 - acc: 1.000 - ETA: 4s - loss: 1.1122e-04 - acc: 1.000 - ETA: 4s - loss: 1.0494e-04 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9991 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - 5s 795us/step - loss: 0.0081 - acc: 0.9991 - val_loss: 1.4885 - val_acc: 0.8407 Epoch 00597: val_loss did not improve from 0.55729 Epoch 598/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4537e-05 - acc: 1.000 - ETA: 4s - loss: 4.1817e-06 - acc: 1.000 - ETA: 4s - loss: 2.4070e-06 - acc: 1.000 - ETA: 4s - loss: 1.9096e-06 - acc: 1.000 - ETA: 4s - loss: 2.9015e-06 - acc: 1.000 - ETA: 4s - loss: 2.3465e-06 - acc: 1.000 - ETA: 4s - loss: 1.1700e-04 - acc: 1.000 - ETA: 4s - loss: 1.0031e-04 - acc: 1.000 - ETA: 4s - loss: 0.0359 - acc: 0.9969 - ETA: 4s - loss: 0.0329 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 793us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.4748 - val_acc: 0.8503 Epoch 00598: val_loss did not improve from 0.55729 Epoch 599/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2368e-07 - acc: 1.000 - ETA: 4s - loss: 1.2405e-07 - acc: 1.000 - ETA: 4s - loss: 2.6301e-07 - acc: 1.000 - ETA: 4s - loss: 2.4425e-07 - acc: 1.000 - ETA: 4s - loss: 2.2705e-07 - acc: 1.000 - ETA: 4s - loss: 3.7393e-07 - acc: 1.000 - ETA: 4s - loss: 3.4755e-07 - acc: 1.000 - ETA: 4s - loss: 5.8117e-07 - acc: 1.000 - ETA: 4s - loss: 5.4737e-07 - acc: 1.000 - ETA: 4s - loss: 5.1368e-07 - acc: 1.000 - ETA: 4s - loss: 6.7467e-07 - acc: 1.000 - ETA: 4s - loss: 6.3792e-07 - acc: 1.000 - ETA: 4s - loss: 6.1577e-07 - acc: 1.000 - ETA: 4s - loss: 5.8267e-07 - acc: 1.000 - ETA: 4s - loss: 5.5864e-07 - acc: 1.000 - ETA: 4s - loss: 5.3323e-07 - acc: 1.000 - ETA: 4s - loss: 5.2820e-07 - acc: 1.000 - ETA: 3s - loss: 5.0639e-07 - acc: 1.000 - ETA: 3s - loss: 2.7313e-06 - acc: 1.000 - ETA: 3s - loss: 1.5913e-05 - acc: 1.000 - ETA: 3s - loss: 7.3217e-05 - acc: 1.000 - ETA: 3s - loss: 6.9969e-05 - acc: 1.000 - ETA: 3s - loss: 6.7757e-05 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 792us/step - loss: 0.0123 - acc: 0.9987 - val_loss: 1.5607 - val_acc: 0.8419 Epoch 00599: val_loss did not improve from 0.55729 Epoch 600/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 4.6954e-06 - acc: 1.000 - ETA: 5s - loss: 5.6013e-06 - acc: 1.000 - ETA: 4s - loss: 5.3272e-05 - acc: 1.000 - ETA: 4s - loss: 4.3768e-05 - acc: 1.000 - ETA: 4s - loss: 3.5065e-05 - acc: 1.000 - ETA: 4s - loss: 2.9845e-05 - acc: 1.000 - ETA: 4s - loss: 2.6087e-05 - acc: 1.000 - ETA: 4s - loss: 2.3271e-05 - acc: 1.000 - ETA: 4s - loss: 2.1355e-05 - acc: 1.000 - ETA: 4s - loss: 1.9334e-05 - acc: 1.000 - ETA: 4s - loss: 1.7567e-05 - acc: 1.000 - ETA: 4s - loss: 1.6492e-05 - acc: 1.000 - ETA: 4s - loss: 1.5485e-05 - acc: 1.000 - ETA: 4s - loss: 1.4355e-05 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 0.9991 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 795us/step - loss: 0.0108 - acc: 0.9993 - val_loss: 1.5239 - val_acc: 0.8527 Epoch 00600: val_loss did not improve from 0.55729 Epoch 601/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1974e-06 - acc: 1.000 - ETA: 5s - loss: 1.6039e-06 - acc: 1.000 - ETA: 5s - loss: 4.1029e-06 - acc: 1.000 - ETA: 5s - loss: 1.0902e-04 - acc: 1.000 - ETA: 5s - loss: 8.5419e-05 - acc: 1.000 - ETA: 4s - loss: 7.3237e-05 - acc: 1.000 - ETA: 4s - loss: 6.2132e-05 - acc: 1.000 - ETA: 4s - loss: 5.8830e-05 - acc: 1.000 - ETA: 4s - loss: 5.1520e-05 - acc: 1.000 - ETA: 4s - loss: 4.5820e-05 - acc: 1.000 - ETA: 4s - loss: 4.2317e-05 - acc: 1.000 - ETA: 4s - loss: 3.8522e-05 - acc: 1.000 - ETA: 4s - loss: 3.6060e-05 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9990 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0132 - acc: 0.997 - ETA: 0s - loss: 0.0130 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 800us/step - loss: 0.0123 - acc: 0.9981 - val_loss: 1.4722 - val_acc: 0.8503 Epoch 00601: val_loss did not improve from 0.55729 Epoch 602/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.1321e-04 - acc: 1.000 - ETA: 5s - loss: 7.1072e-05 - acc: 1.000 - ETA: 4s - loss: 8.1181e-05 - acc: 1.000 - ETA: 4s - loss: 6.5014e-05 - acc: 1.000 - ETA: 4s - loss: 6.7930e-05 - acc: 1.000 - ETA: 4s - loss: 5.6203e-05 - acc: 1.000 - ETA: 4s - loss: 4.7914e-05 - acc: 1.000 - ETA: 4s - loss: 1.1272e-04 - acc: 1.000 - ETA: 4s - loss: 1.2671e-04 - acc: 1.000 - ETA: 4s - loss: 1.1392e-04 - acc: 1.000 - ETA: 4s - loss: 1.0310e-04 - acc: 1.000 - ETA: 4s - loss: 9.6238e-05 - acc: 1.000 - ETA: 4s - loss: 8.8408e-05 - acc: 1.000 - ETA: 4s - loss: 8.2271e-05 - acc: 1.000 - ETA: 4s - loss: 7.8683e-05 - acc: 1.000 - ETA: 4s - loss: 7.3470e-05 - acc: 1.000 - ETA: 4s - loss: 7.0179e-05 - acc: 1.000 - ETA: 4s - loss: 6.6021e-05 - acc: 1.000 - ETA: 4s - loss: 6.2408e-05 - acc: 1.000 - ETA: 4s - loss: 5.9916e-05 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9994 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 797us/step - loss: 0.0135 - acc: 0.9985 - val_loss: 1.4976 - val_acc: 0.8587 Epoch 00602: val_loss did not improve from 0.55729 Epoch 603/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 1.1869e-06 - acc: 1.000 - ETA: 5s - loss: 7.3912e-07 - acc: 1.000 - ETA: 5s - loss: 0.0400 - acc: 0.9955 - ETA: 4s - loss: 0.0307 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 797us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5574 - val_acc: 0.8539 Epoch 00603: val_loss did not improve from 0.55729 Epoch 604/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 4s - loss: 7.0097e-07 - acc: 1.000 - ETA: 4s - loss: 2.2522e-06 - acc: 1.000 - ETA: 4s - loss: 1.7672e-06 - acc: 1.000 - ETA: 4s - loss: 1.3777e-06 - acc: 1.000 - ETA: 4s - loss: 2.4661e-05 - acc: 1.000 - ETA: 4s - loss: 2.1841e-05 - acc: 1.000 - ETA: 4s - loss: 1.9191e-05 - acc: 1.000 - ETA: 4s - loss: 1.6791e-05 - acc: 1.000 - ETA: 4s - loss: 1.5450e-05 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9987 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - 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acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 794us/step - loss: 0.0105 - acc: 0.9985 - val_loss: 1.4789 - val_acc: 0.8527 Epoch 00604: val_loss did not improve from 0.55729 Epoch 605/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1332e-05 - acc: 1.000 - ETA: 4s - loss: 2.5320e-05 - acc: 1.000 - ETA: 5s - loss: 1.6542e-05 - acc: 1.000 - ETA: 4s - loss: 1.3060e-05 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9969 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.996 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0089 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0092 - acc: 0.997 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 796us/step - loss: 0.0112 - acc: 0.9984 - val_loss: 1.4864 - val_acc: 0.8431 Epoch 00605: val_loss did not improve from 0.55729 Epoch 606/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1048e-05 - acc: 1.000 - ETA: 4s - loss: 4.3091e-06 - acc: 1.000 - ETA: 5s - loss: 2.5184e-05 - acc: 1.000 - ETA: 4s - loss: 3.9095e-05 - acc: 1.000 - ETA: 4s - loss: 3.0686e-05 - acc: 1.000 - ETA: 4s - loss: 3.3908e-05 - acc: 1.000 - ETA: 4s - loss: 2.9630e-05 - acc: 1.000 - ETA: 4s - loss: 2.5611e-05 - acc: 1.000 - ETA: 4s - loss: 2.2514e-05 - acc: 1.000 - ETA: 4s - loss: 2.0536e-05 - acc: 1.000 - ETA: 4s - loss: 1.8931e-05 - acc: 1.000 - ETA: 4s - loss: 1.7147e-05 - acc: 1.000 - ETA: 4s - loss: 1.5727e-05 - acc: 1.000 - ETA: 4s - loss: 8.8061e-05 - acc: 1.000 - ETA: 4s - loss: 8.3284e-05 - acc: 1.000 - ETA: 4s - loss: 7.7470e-05 - acc: 1.000 - ETA: 4s - loss: 7.2858e-05 - acc: 1.000 - ETA: 4s - loss: 6.9450e-05 - acc: 1.000 - ETA: 4s - loss: 6.5385e-05 - acc: 1.000 - ETA: 4s - loss: 6.2629e-05 - acc: 1.000 - ETA: 3s - loss: 5.9388e-05 - acc: 1.000 - ETA: 3s - loss: 5.7112e-05 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9994 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 794us/step - loss: 0.0137 - acc: 0.9990 - val_loss: 1.4941 - val_acc: 0.8503 Epoch 00606: val_loss did not improve from 0.55729 Epoch 607/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.3019e-04 - acc: 1.000 - ETA: 5s - loss: 1.3223e-04 - acc: 1.000 - ETA: 5s - loss: 1.1049e-04 - acc: 1.000 - ETA: 5s - loss: 7.3757e-05 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.9561e-04 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9987 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0281 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 795us/step - loss: 0.0151 - acc: 0.9988 - val_loss: 1.4402 - val_acc: 0.8551 Epoch 00607: val_loss did not improve from 0.55729 Epoch 608/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 2.3365e-07 - acc: 1.000 - ETA: 5s - loss: 3.9849e-04 - acc: 1.000 - ETA: 4s - loss: 2.7634e-04 - acc: 1.000 - ETA: 4s - loss: 2.2545e-04 - acc: 1.000 - ETA: 4s - loss: 1.9167e-04 - acc: 1.000 - ETA: 4s - loss: 1.6077e-04 - acc: 1.000 - ETA: 4s - loss: 1.3849e-04 - acc: 1.000 - ETA: 4s - loss: 1.2511e-04 - acc: 1.000 - ETA: 4s - loss: 1.1101e-04 - acc: 1.000 - ETA: 4s - loss: 1.0243e-04 - acc: 1.000 - ETA: 4s - loss: 9.2937e-05 - acc: 1.000 - ETA: 4s - loss: 8.6910e-05 - acc: 1.000 - ETA: 4s - loss: 8.0000e-05 - acc: 1.000 - ETA: 4s - loss: 7.4094e-05 - acc: 1.000 - ETA: 4s - loss: 7.0201e-05 - acc: 1.000 - ETA: 4s - loss: 6.5607e-05 - acc: 1.000 - ETA: 4s - loss: 6.1579e-05 - acc: 1.000 - ETA: 4s - loss: 5.9920e-05 - acc: 1.000 - ETA: 4s - loss: 5.6729e-05 - acc: 1.000 - ETA: 3s - loss: 5.5798e-05 - acc: 1.000 - ETA: 3s - loss: 5.3076e-05 - acc: 1.000 - ETA: 3s - loss: 5.0575e-05 - acc: 1.000 - ETA: 3s - loss: 4.8292e-05 - acc: 1.000 - ETA: 3s - loss: 4.6205e-05 - acc: 1.000 - ETA: 3s - loss: 4.4803e-05 - acc: 1.000 - ETA: 3s - loss: 4.3082e-05 - acc: 1.000 - ETA: 3s - loss: 5.8294e-05 - acc: 1.000 - ETA: 3s - loss: 5.6651e-05 - acc: 1.000 - ETA: 3s - loss: 5.4659e-05 - acc: 1.000 - ETA: 3s - loss: 5.2748e-05 - acc: 1.000 - ETA: 3s - loss: 5.0964e-05 - acc: 1.000 - ETA: 3s - loss: 4.9298e-05 - acc: 1.000 - ETA: 3s - loss: 4.8118e-05 - acc: 1.000 - ETA: 3s - loss: 4.9096e-05 - acc: 1.000 - ETA: 3s - loss: 4.7983e-05 - acc: 1.000 - ETA: 3s - loss: 4.6576e-05 - acc: 1.000 - ETA: 2s - loss: 4.5309e-05 - acc: 1.000 - ETA: 2s - loss: 4.4055e-05 - acc: 1.000 - ETA: 2s - loss: 4.3368e-05 - acc: 1.000 - ETA: 2s - loss: 4.2224e-05 - acc: 1.000 - ETA: 2s - loss: 0.0022 - acc: 0.9997 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 5s 793us/step - loss: 0.0091 - acc: 0.9991 - val_loss: 1.5503 - val_acc: 0.8491 Epoch 00608: val_loss did not improve from 0.55729 Epoch 609/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 1.5223e-06 - acc: 1.000 - ETA: 5s - loss: 2.8010e-04 - acc: 1.000 - ETA: 4s - loss: 1.8681e-04 - acc: 1.000 - ETA: 4s - loss: 1.4050e-04 - acc: 1.000 - ETA: 4s - loss: 1.1836e-04 - acc: 1.000 - ETA: 4s - loss: 1.2174e-04 - acc: 1.000 - ETA: 4s - loss: 1.0306e-04 - acc: 1.000 - ETA: 4s - loss: 8.9339e-05 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9985 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - 5s 797us/step - loss: 0.0069 - acc: 0.9987 - val_loss: 1.3861 - val_acc: 0.8479 Epoch 00609: val_loss did not improve from 0.55729 Epoch 610/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 2.6345e-07 - acc: 1.000 - ETA: 5s - loss: 1.2898e-06 - acc: 1.000 - ETA: 5s - loss: 2.1419e-06 - acc: 1.000 - ETA: 4s - loss: 1.6437e-06 - acc: 1.000 - ETA: 4s - loss: 1.6726e-06 - acc: 1.000 - ETA: 4s - loss: 0.0350 - acc: 0.9978 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 795us/step - loss: 0.0116 - acc: 0.9988 - val_loss: 1.5206 - val_acc: 0.8467 Epoch 00610: val_loss did not improve from 0.55729 Epoch 611/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1756e-07 - acc: 1.000 - ETA: 5s - loss: 0.2036 - acc: 0.9875 - ETA: 5s - loss: 0.1021 - acc: 0.993 - ETA: 4s - loss: 0.0681 - acc: 0.995 - ETA: 4s - loss: 0.0511 - acc: 0.996 - ETA: 4s - loss: 0.0408 - acc: 0.997 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - 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ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 794us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4711 - val_acc: 0.8419 Epoch 00611: val_loss did not improve from 0.55729 Epoch 612/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8013e-05 - acc: 1.000 - ETA: 5s - loss: 4.8429e-06 - acc: 1.000 - ETA: 5s - loss: 2.6386e-06 - acc: 1.000 - ETA: 4s - loss: 1.8614e-06 - acc: 1.000 - ETA: 4s - loss: 1.4262e-06 - acc: 1.000 - ETA: 4s - loss: 1.2274e-06 - acc: 1.000 - ETA: 4s - loss: 1.2239e-06 - acc: 1.000 - ETA: 4s - loss: 1.0606e-06 - acc: 1.000 - ETA: 4s - loss: 1.1665e-06 - acc: 1.000 - ETA: 4s - loss: 1.3595e-06 - acc: 1.000 - ETA: 4s - loss: 1.8513e-04 - acc: 1.000 - ETA: 4s - loss: 1.6754e-04 - acc: 1.000 - ETA: 4s - loss: 0.0181 - acc: 0.9989 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 795us/step - loss: 0.0147 - acc: 0.9987 - val_loss: 1.4310 - val_acc: 0.8539 Epoch 00612: val_loss did not improve from 0.55729 Epoch 613/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 2.1011e-07 - acc: 1.000 - ETA: 5s - loss: 3.4906e-07 - acc: 1.000 - ETA: 4s - loss: 1.7065e-06 - acc: 1.000 - ETA: 4s - loss: 1.4554e-06 - acc: 1.000 - ETA: 4s - loss: 1.3108e-04 - acc: 1.000 - ETA: 4s - loss: 1.0837e-04 - acc: 1.000 - ETA: 4s - loss: 9.2394e-05 - acc: 1.000 - ETA: 4s - loss: 8.3445e-05 - acc: 1.000 - ETA: 4s - loss: 7.3668e-05 - acc: 1.000 - ETA: 4s - loss: 7.6869e-05 - acc: 1.000 - ETA: 4s - loss: 6.9563e-05 - acc: 1.000 - ETA: 4s - loss: 6.4934e-05 - acc: 1.000 - ETA: 4s - loss: 5.9650e-05 - acc: 1.000 - ETA: 4s - loss: 5.5707e-05 - acc: 1.000 - ETA: 4s - loss: 5.2799e-05 - acc: 1.000 - ETA: 4s - loss: 4.9290e-05 - acc: 1.000 - ETA: 4s - loss: 4.6459e-05 - acc: 1.000 - ETA: 4s - loss: 4.3733e-05 - acc: 1.000 - ETA: 4s - loss: 4.1912e-05 - acc: 1.000 - ETA: 3s - loss: 4.0855e-05 - acc: 1.000 - ETA: 3s - loss: 4.1188e-05 - acc: 1.000 - ETA: 3s - loss: 3.9220e-05 - acc: 1.000 - ETA: 3s - loss: 3.7856e-05 - acc: 1.000 - ETA: 3s - loss: 3.6181e-05 - acc: 1.000 - ETA: 3s - loss: 3.4648e-05 - acc: 1.000 - ETA: 3s - loss: 3.3586e-05 - acc: 1.000 - ETA: 3s - loss: 3.2279e-05 - acc: 1.000 - ETA: 3s - loss: 3.1114e-05 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9995 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - 5s 796us/step - loss: 0.0063 - acc: 0.9991 - val_loss: 1.4202 - val_acc: 0.8611 Epoch 00613: val_loss did not improve from 0.55729 Epoch 614/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.9047e-05 - acc: 1.000 - ETA: 5s - loss: 2.2799e-05 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0538 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 804us/step - loss: 0.0151 - acc: 0.9985 - val_loss: 1.4317 - val_acc: 0.8515 Epoch 00614: val_loss did not improve from 0.55729 Epoch 615/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 5.6778e-06 - acc: 1.000 - ETA: 5s - loss: 3.3602e-04 - acc: 1.000 - ETA: 4s - loss: 2.2454e-04 - acc: 1.000 - ETA: 4s - loss: 2.1148e-04 - acc: 1.000 - ETA: 4s - loss: 1.6700e-04 - acc: 1.000 - ETA: 4s - loss: 1.3804e-04 - acc: 1.000 - ETA: 4s - loss: 1.2375e-04 - acc: 1.000 - ETA: 4s - loss: 1.0732e-04 - acc: 1.000 - ETA: 4s - loss: 9.4735e-05 - acc: 1.000 - ETA: 4s - loss: 8.7065e-05 - acc: 1.000 - ETA: 4s - loss: 1.1036e-04 - acc: 1.000 - ETA: 4s - loss: 1.0103e-04 - acc: 1.000 - ETA: 4s - loss: 9.8310e-04 - acc: 0.999 - ETA: 4s - loss: 9.2658e-04 - acc: 0.999 - ETA: 4s - loss: 8.6117e-04 - acc: 0.999 - ETA: 4s - loss: 8.8508e-04 - acc: 0.999 - ETA: 4s - loss: 8.2924e-04 - acc: 0.999 - ETA: 4s - loss: 7.7993e-04 - acc: 0.999 - ETA: 4s - loss: 7.4652e-04 - acc: 0.999 - ETA: 4s - loss: 7.0618e-04 - acc: 0.999 - ETA: 3s - loss: 6.7001e-04 - acc: 0.999 - ETA: 3s - loss: 6.4536e-04 - acc: 0.999 - ETA: 3s - loss: 6.1502e-04 - acc: 0.999 - ETA: 3s - loss: 5.9406e-04 - acc: 0.999 - ETA: 3s - loss: 5.6946e-04 - acc: 0.999 - ETA: 3s - loss: 5.5150e-04 - acc: 0.999 - ETA: 3s - loss: 5.2926e-04 - acc: 0.999 - ETA: 3s - loss: 5.0889e-04 - acc: 0.999 - ETA: 3s - loss: 4.9345e-04 - acc: 0.999 - ETA: 3s - loss: 4.8001e-04 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.9991 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 2s - loss: 0.0039 - acc: 0.998 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 795us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.4037 - val_acc: 0.8515 Epoch 00615: val_loss did not improve from 0.55729 Epoch 616/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3991e-06 - acc: 1.000 - ETA: 5s - loss: 1.6764e-06 - acc: 1.000 - ETA: 5s - loss: 2.1087e-04 - acc: 1.000 - ETA: 4s - loss: 1.4076e-04 - acc: 1.000 - ETA: 4s - loss: 1.2688e-04 - acc: 1.000 - ETA: 4s - loss: 1.0687e-04 - acc: 1.000 - ETA: 4s - loss: 9.1362e-05 - acc: 1.000 - ETA: 4s - loss: 7.7855e-05 - acc: 1.000 - ETA: 4s - loss: 7.0381e-05 - acc: 1.000 - ETA: 4s - loss: 6.2438e-05 - acc: 1.000 - ETA: 4s - loss: 5.5887e-05 - acc: 1.000 - ETA: 4s - loss: 5.1273e-05 - acc: 1.000 - ETA: 4s - loss: 4.8071e-05 - acc: 1.000 - ETA: 4s - loss: 4.5080e-05 - acc: 1.000 - ETA: 4s - loss: 4.1677e-05 - acc: 1.000 - ETA: 4s - loss: 4.6173e-05 - acc: 1.000 - ETA: 4s - loss: 4.5536e-05 - acc: 1.000 - ETA: 4s - loss: 4.2671e-05 - acc: 1.000 - ETA: 4s - loss: 4.5169e-04 - acc: 1.000 - ETA: 4s - loss: 4.2626e-04 - acc: 1.000 - ETA: 4s - loss: 4.1783e-04 - acc: 1.000 - ETA: 3s - loss: 3.9643e-04 - acc: 1.000 - ETA: 3s - loss: 3.7768e-04 - acc: 1.000 - ETA: 3s - loss: 3.6435e-04 - acc: 1.000 - ETA: 3s - loss: 3.4835e-04 - acc: 1.000 - ETA: 3s - loss: 3.3338e-04 - acc: 1.000 - ETA: 3s - loss: 3.2296e-04 - acc: 1.000 - ETA: 3s - loss: 3.1005e-04 - acc: 1.000 - ETA: 3s - loss: 2.9844e-04 - acc: 1.000 - ETA: 3s - loss: 2.9008e-04 - acc: 1.000 - ETA: 3s - loss: 2.7964e-04 - acc: 1.000 - ETA: 3s - loss: 2.7016e-04 - acc: 1.000 - ETA: 3s - loss: 2.6109e-04 - acc: 1.000 - ETA: 3s - loss: 2.5467e-04 - acc: 1.000 - ETA: 3s - loss: 2.4663e-04 - acc: 1.000 - ETA: 3s - loss: 2.3904e-04 - acc: 1.000 - ETA: 3s - loss: 2.3366e-04 - acc: 1.000 - ETA: 3s - loss: 2.2684e-04 - acc: 1.000 - ETA: 3s - loss: 2.2199e-04 - acc: 1.000 - ETA: 2s - loss: 2.1582e-04 - acc: 1.000 - ETA: 2s - loss: 2.1062e-04 - acc: 1.000 - ETA: 2s - loss: 2.0508e-04 - acc: 1.000 - ETA: 2s - loss: 2.0114e-04 - acc: 1.000 - ETA: 2s - loss: 1.9608e-04 - acc: 1.000 - ETA: 2s - loss: 1.9128e-04 - acc: 1.000 - ETA: 2s - loss: 1.8671e-04 - acc: 1.000 - ETA: 2s - loss: 1.8342e-04 - acc: 1.000 - ETA: 2s - loss: 1.7922e-04 - acc: 1.000 - ETA: 2s - loss: 1.7619e-04 - acc: 1.000 - ETA: 2s - loss: 1.7230e-04 - acc: 1.000 - ETA: 2s - loss: 1.6858e-04 - acc: 1.000 - ETA: 2s - loss: 1.6589e-04 - acc: 1.000 - ETA: 2s - loss: 1.6248e-04 - acc: 1.000 - ETA: 2s - loss: 1.5918e-04 - acc: 1.000 - ETA: 2s - loss: 0.0019 - acc: 0.9997 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 797us/step - loss: 0.0117 - acc: 0.9985 - val_loss: 1.4761 - val_acc: 0.8503 Epoch 00616: val_loss did not improve from 0.55729 Epoch 617/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5883e-06 - acc: 1.000 - ETA: 5s - loss: 1.2316e-06 - acc: 1.000 - ETA: 5s - loss: 7.6654e-05 - acc: 1.000 - ETA: 4s - loss: 5.2182e-05 - acc: 1.000 - ETA: 4s - loss: 4.1850e-05 - acc: 1.000 - ETA: 4s - loss: 3.3228e-05 - acc: 1.000 - ETA: 4s - loss: 4.2236e-05 - acc: 1.000 - ETA: 4s - loss: 3.7746e-05 - acc: 1.000 - ETA: 4s - loss: 3.2778e-05 - acc: 1.000 - ETA: 4s - loss: 3.4731e-05 - acc: 1.000 - ETA: 4s - loss: 3.1932e-05 - acc: 1.000 - ETA: 4s - loss: 2.9511e-05 - acc: 1.000 - ETA: 4s - loss: 3.0357e-05 - acc: 1.000 - ETA: 4s - loss: 2.8657e-05 - acc: 1.000 - ETA: 4s - loss: 2.7087e-05 - acc: 1.000 - ETA: 4s - loss: 2.5192e-05 - acc: 1.000 - ETA: 4s - loss: 2.3541e-05 - acc: 1.000 - ETA: 4s - loss: 2.2437e-05 - acc: 1.000 - ETA: 4s - loss: 2.2349e-05 - acc: 1.000 - ETA: 4s - loss: 2.1160e-05 - acc: 1.000 - ETA: 4s - loss: 2.0907e-05 - acc: 1.000 - ETA: 3s - loss: 2.0563e-05 - acc: 1.000 - ETA: 3s - loss: 2.0025e-05 - acc: 1.000 - ETA: 3s - loss: 1.9332e-05 - acc: 1.000 - ETA: 3s - loss: 1.8736e-05 - acc: 1.000 - ETA: 3s - loss: 6.2690e-05 - acc: 1.000 - ETA: 3s - loss: 6.0305e-05 - acc: 1.000 - ETA: 3s - loss: 5.7936e-05 - acc: 1.000 - ETA: 3s - loss: 5.6271e-05 - acc: 1.000 - ETA: 3s - loss: 5.4207e-05 - acc: 1.000 - ETA: 3s - loss: 5.2275e-05 - acc: 1.000 - ETA: 3s - loss: 5.0484e-05 - acc: 1.000 - ETA: 3s - loss: 4.9346e-05 - acc: 1.000 - ETA: 3s - loss: 4.8010e-05 - acc: 1.000 - ETA: 3s - loss: 4.7903e-05 - acc: 1.000 - ETA: 3s - loss: 4.6490e-05 - acc: 1.000 - ETA: 3s - loss: 4.5454e-05 - acc: 1.000 - ETA: 3s - loss: 4.4141e-05 - acc: 1.000 - ETA: 2s - loss: 4.2921e-05 - acc: 1.000 - ETA: 2s - loss: 4.2558e-05 - acc: 1.000 - ETA: 2s - loss: 4.1459e-05 - acc: 1.000 - ETA: 2s - loss: 4.0386e-05 - acc: 1.000 - ETA: 2s - loss: 4.0462e-05 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 793us/step - loss: 0.0082 - acc: 0.9991 - val_loss: 1.4386 - val_acc: 0.8527 Epoch 00617: val_loss did not improve from 0.55729 Epoch 618/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.5693e-05 - acc: 1.000 - ETA: 5s - loss: 1.5249e-05 - acc: 1.000 - ETA: 5s - loss: 8.1485e-06 - acc: 1.000 - ETA: 5s - loss: 5.9823e-06 - acc: 1.000 - ETA: 4s - loss: 4.7756e-06 - acc: 1.000 - ETA: 4s - loss: 3.8019e-06 - acc: 1.000 - ETA: 4s - loss: 3.9058e-06 - acc: 1.000 - ETA: 4s - loss: 4.1079e-06 - acc: 1.000 - ETA: 4s - loss: 3.5918e-06 - acc: 1.000 - ETA: 4s - loss: 3.5125e-06 - acc: 1.000 - ETA: 4s - loss: 3.3511e-06 - acc: 1.000 - ETA: 4s - loss: 3.0801e-06 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9989 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 795us/step - loss: 0.0116 - acc: 0.9987 - val_loss: 1.4324 - val_acc: 0.8455 Epoch 00618: val_loss did not improve from 0.55729 Epoch 619/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.7145e-06 - acc: 1.000 - ETA: 5s - loss: 8.3125e-06 - acc: 1.000 - ETA: 4s - loss: 5.9167e-06 - acc: 1.000 - ETA: 4s - loss: 3.0621e-05 - acc: 1.000 - ETA: 4s - loss: 2.5815e-05 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9978 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 795us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.4458 - val_acc: 0.8515 Epoch 00619: val_loss did not improve from 0.55729 Epoch 620/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 2.8685e-07 - acc: 1.000 - ETA: 5s - loss: 4.5967e-06 - acc: 1.000 - ETA: 4s - loss: 8.9353e-06 - acc: 1.000 - ETA: 4s - loss: 7.4220e-06 - acc: 1.000 - ETA: 4s - loss: 2.9021e-05 - acc: 1.000 - ETA: 4s - loss: 2.6782e-05 - acc: 1.000 - ETA: 4s - loss: 2.2850e-05 - acc: 1.000 - ETA: 4s - loss: 1.0812e-04 - acc: 1.000 - ETA: 4s - loss: 9.5702e-05 - acc: 1.000 - ETA: 4s - loss: 3.0947e-04 - acc: 1.000 - ETA: 4s - loss: 2.8179e-04 - acc: 1.000 - ETA: 4s - loss: 2.6309e-04 - acc: 1.000 - ETA: 4s - loss: 3.8349e-04 - acc: 1.000 - ETA: 4s - loss: 3.5462e-04 - acc: 1.000 - ETA: 4s - loss: 3.2976e-04 - acc: 1.000 - ETA: 4s - loss: 3.1332e-04 - acc: 1.000 - ETA: 4s - loss: 2.9386e-04 - acc: 1.000 - ETA: 4s - loss: 2.7659e-04 - acc: 1.000 - ETA: 4s - loss: 2.6517e-04 - acc: 1.000 - ETA: 3s - loss: 2.5104e-04 - acc: 1.000 - ETA: 3s - loss: 2.3833e-04 - acc: 1.000 - ETA: 3s - loss: 2.2703e-04 - acc: 1.000 - ETA: 3s - loss: 2.1660e-04 - acc: 1.000 - ETA: 3s - loss: 2.0709e-04 - acc: 1.000 - ETA: 3s - loss: 2.0048e-04 - acc: 1.000 - ETA: 3s - loss: 1.9235e-04 - acc: 1.000 - ETA: 3s - loss: 1.8688e-04 - acc: 1.000 - ETA: 3s - loss: 1.7982e-04 - acc: 1.000 - ETA: 3s - loss: 1.7324e-04 - acc: 1.000 - ETA: 3s - loss: 1.6860e-04 - acc: 1.000 - ETA: 3s - loss: 1.6281e-04 - acc: 1.000 - ETA: 3s - loss: 1.5739e-04 - acc: 1.000 - ETA: 3s - loss: 1.5232e-04 - acc: 1.000 - ETA: 3s - loss: 1.4873e-04 - acc: 1.000 - ETA: 3s - loss: 1.4419e-04 - acc: 1.000 - ETA: 3s - loss: 1.3994e-04 - acc: 1.000 - ETA: 3s - loss: 0.0060 - acc: 0.9996 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 792us/step - loss: 0.0090 - acc: 0.9991 - val_loss: 1.5114 - val_acc: 0.8419 Epoch 00620: val_loss did not improve from 0.55729 Epoch 621/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2038 - acc: 0.9875 - ETA: 5s - loss: 0.1020 - acc: 0.993 - ETA: 4s - loss: 0.0680 - acc: 0.995 - ETA: 4s - loss: 0.0510 - acc: 0.996 - ETA: 4s - loss: 0.0429 - acc: 0.997 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 5s 793us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.4014 - val_acc: 0.8611 Epoch 00621: val_loss did not improve from 0.55729 Epoch 622/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.0756e-06 - acc: 1.000 - ETA: 5s - loss: 2.3583e-06 - acc: 1.000 - ETA: 5s - loss: 5.0197e-05 - acc: 1.000 - ETA: 4s - loss: 3.3646e-05 - acc: 1.000 - ETA: 4s - loss: 4.2982e-05 - acc: 1.000 - ETA: 4s - loss: 3.6965e-05 - acc: 1.000 - ETA: 4s - loss: 3.4942e-05 - acc: 1.000 - ETA: 4s - loss: 2.9789e-05 - acc: 1.000 - ETA: 4s - loss: 2.5972e-05 - acc: 1.000 - ETA: 4s - loss: 6.3726e-05 - acc: 1.000 - ETA: 4s - loss: 5.9098e-05 - acc: 1.000 - ETA: 4s - loss: 5.3499e-05 - acc: 1.000 - ETA: 4s - loss: 4.8896e-05 - acc: 1.000 - ETA: 4s - loss: 6.2768e-05 - acc: 1.000 - ETA: 4s - loss: 5.8282e-05 - acc: 1.000 - ETA: 4s - loss: 5.4228e-05 - acc: 1.000 - ETA: 4s - loss: 5.1524e-05 - acc: 1.000 - ETA: 4s - loss: 4.8371e-05 - acc: 1.000 - ETA: 4s - loss: 4.5535e-05 - acc: 1.000 - ETA: 4s - loss: 4.3622e-05 - acc: 1.000 - ETA: 3s - loss: 7.3780e-05 - acc: 1.000 - ETA: 3s - loss: 7.0353e-05 - acc: 1.000 - ETA: 3s - loss: 6.6978e-05 - acc: 1.000 - ETA: 3s - loss: 6.4651e-05 - acc: 1.000 - ETA: 3s - loss: 6.1808e-05 - acc: 1.000 - ETA: 3s - loss: 5.9854e-05 - acc: 1.000 - ETA: 3s - loss: 5.7392e-05 - acc: 1.000 - ETA: 3s - loss: 5.5136e-05 - acc: 1.000 - ETA: 3s - loss: 5.3549e-05 - acc: 1.000 - ETA: 3s - loss: 5.1574e-05 - acc: 1.000 - ETA: 3s - loss: 4.9785e-05 - acc: 1.000 - ETA: 3s - loss: 4.8085e-05 - acc: 1.000 - ETA: 3s - loss: 4.6878e-05 - acc: 1.000 - ETA: 3s - loss: 4.5358e-05 - acc: 1.000 - ETA: 3s - loss: 4.4413e-05 - acc: 1.000 - ETA: 3s - loss: 4.4298e-05 - acc: 1.000 - ETA: 3s - loss: 4.3326e-05 - acc: 1.000 - ETA: 3s - loss: 4.2076e-05 - acc: 1.000 - ETA: 2s - loss: 4.0923e-05 - acc: 1.000 - ETA: 2s - loss: 3.9835e-05 - acc: 1.000 - ETA: 2s - loss: 9.7029e-05 - acc: 1.000 - ETA: 2s - loss: 9.4498e-05 - acc: 1.000 - ETA: 2s - loss: 0.0046 - acc: 0.9997 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 795us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.4720 - val_acc: 0.8539 Epoch 00622: val_loss did not improve from 0.55729 Epoch 623/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.4422e-06 - acc: 1.000 - ETA: 4s - loss: 1.5616e-04 - acc: 1.000 - ETA: 4s - loss: 8.8414e-05 - acc: 1.000 - ETA: 4s - loss: 6.2037e-05 - acc: 1.000 - ETA: 4s - loss: 5.0442e-05 - acc: 1.000 - ETA: 4s - loss: 1.0061e-04 - acc: 1.000 - ETA: 4s - loss: 8.3959e-05 - acc: 1.000 - ETA: 4s - loss: 7.4725e-05 - acc: 1.000 - ETA: 4s - loss: 6.6444e-05 - acc: 1.000 - ETA: 4s - loss: 5.8874e-05 - acc: 1.000 - ETA: 4s - loss: 5.2862e-05 - acc: 1.000 - ETA: 4s - loss: 4.9155e-05 - acc: 1.000 - ETA: 4s - loss: 4.4900e-05 - acc: 1.000 - ETA: 4s - loss: 4.4475e-05 - acc: 1.000 - ETA: 4s - loss: 1.3289e-04 - acc: 1.000 - ETA: 4s - loss: 1.2437e-04 - acc: 1.000 - ETA: 4s - loss: 8.8063e-04 - acc: 0.999 - ETA: 4s - loss: 8.2744e-04 - acc: 0.999 - ETA: 4s - loss: 7.9136e-04 - acc: 0.999 - ETA: 4s - loss: 7.4979e-04 - acc: 0.999 - ETA: 3s - loss: 7.1037e-04 - acc: 0.999 - ETA: 3s - loss: 6.7564e-04 - acc: 0.999 - ETA: 3s - loss: 6.4484e-04 - acc: 0.999 - ETA: 3s - loss: 6.2304e-04 - acc: 0.999 - ETA: 3s - loss: 5.9574e-04 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.9989 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 793us/step - loss: 0.0127 - acc: 0.9985 - val_loss: 1.4289 - val_acc: 0.8539 Epoch 00623: val_loss did not improve from 0.55729 Epoch 624/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3975e-07 - acc: 1.000 - ETA: 5s - loss: 5.0114e-06 - acc: 1.000 - ETA: 5s - loss: 3.1391e-06 - acc: 1.000 - ETA: 5s - loss: 2.1676e-04 - acc: 1.000 - ETA: 5s - loss: 5.0929e-04 - acc: 1.000 - ETA: 5s - loss: 9.3456e-04 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.6368e-04 - acc: 1.000 - ETA: 4s - loss: 9.1607e-04 - acc: 1.000 - ETA: 4s - loss: 8.5440e-04 - acc: 1.000 - ETA: 4s - loss: 8.1242e-04 - acc: 1.000 - ETA: 4s - loss: 7.6243e-04 - acc: 1.000 - ETA: 4s - loss: 7.2881e-04 - acc: 1.000 - ETA: 4s - loss: 6.9804e-04 - acc: 1.000 - ETA: 4s - loss: 6.6082e-04 - acc: 1.000 - ETA: 4s - loss: 6.3542e-04 - acc: 1.000 - ETA: 3s - loss: 6.1269e-04 - acc: 1.000 - ETA: 3s - loss: 5.8657e-04 - acc: 1.000 - ETA: 3s - loss: 5.6022e-04 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9995 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 813us/step - loss: 0.0096 - acc: 0.9993 - val_loss: 1.5588 - val_acc: 0.8527 Epoch 00624: val_loss did not improve from 0.55729 Epoch 625/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 3.4389e-06 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 9.9748e-04 - acc: 1.000 - ETA: 4s - loss: 8.5524e-04 - acc: 1.000 - ETA: 4s - loss: 7.2047e-04 - acc: 1.000 - ETA: 4s - loss: 6.2191e-04 - acc: 1.000 - ETA: 4s - loss: 5.6398e-04 - acc: 1.000 - ETA: 4s - loss: 5.0133e-04 - acc: 1.000 - ETA: 4s - loss: 4.5121e-04 - acc: 1.000 - ETA: 4s - loss: 4.1982e-04 - acc: 1.000 - ETA: 4s - loss: 0.0061 - acc: 0.9989 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 803us/step - loss: 0.0134 - acc: 0.9987 - val_loss: 1.4894 - val_acc: 0.8539 Epoch 00625: val_loss did not improve from 0.55729 Epoch 626/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.1127e-07 - acc: 1.000 - ETA: 5s - loss: 2.0489e-07 - acc: 1.000 - ETA: 5s - loss: 5.2825e-07 - acc: 1.000 - ETA: 5s - loss: 6.6948e-07 - acc: 1.000 - ETA: 4s - loss: 7.8381e-04 - acc: 1.000 - ETA: 5s - loss: 6.5320e-04 - acc: 1.000 - ETA: 4s - loss: 5.3446e-04 - acc: 1.000 - ETA: 4s - loss: 4.7047e-04 - acc: 1.000 - ETA: 4s - loss: 4.3080e-04 - acc: 1.000 - ETA: 4s - loss: 3.9189e-04 - acc: 1.000 - ETA: 4s - loss: 3.4897e-04 - acc: 1.000 - ETA: 4s - loss: 3.2287e-04 - acc: 1.000 - ETA: 4s - loss: 2.9988e-04 - acc: 1.000 - ETA: 4s - loss: 2.7383e-04 - acc: 1.000 - ETA: 4s - loss: 2.5708e-04 - acc: 1.000 - ETA: 4s - loss: 0.0306 - acc: 0.9981 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 4s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 5s 814us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.3654 - val_acc: 0.8527 Epoch 00626: val_loss did not improve from 0.55729 Epoch 627/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1891e-06 - acc: 1.000 - ETA: 5s - loss: 2.2450e-06 - acc: 1.000 - ETA: 5s - loss: 1.6655e-06 - acc: 1.000 - ETA: 4s - loss: 8.3078e-06 - acc: 1.000 - ETA: 5s - loss: 0.0448 - acc: 0.9972 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 811us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.4568 - val_acc: 0.8587 Epoch 00627: val_loss did not improve from 0.55729 Epoch 628/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.4561e-07 - acc: 1.000 - ETA: 5s - loss: 0.0444 - acc: 0.9955 - ETA: 5s - loss: 0.0349 - acc: 0.996 - ETA: 5s - loss: 0.0758 - acc: 0.994 - ETA: 4s - loss: 0.0614 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.995 - ETA: 4s - loss: 0.0515 - acc: 0.994 - ETA: 4s - loss: 0.0448 - acc: 0.995 - ETA: 4s - loss: 0.0413 - acc: 0.995 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0270 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0367 - acc: 0.996 - ETA: 3s - loss: 0.0353 - acc: 0.997 - ETA: 3s - loss: 0.0342 - acc: 0.997 - ETA: 3s - loss: 0.0330 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0292 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0271 - acc: 0.997 - ETA: 2s - loss: 0.0266 - acc: 0.997 - ETA: 2s - loss: 0.0287 - acc: 0.997 - ETA: 2s - loss: 0.0282 - acc: 0.997 - ETA: 2s - loss: 0.0277 - acc: 0.997 - ETA: 2s - loss: 0.0271 - acc: 0.997 - ETA: 2s - loss: 0.0266 - acc: 0.997 - ETA: 2s - loss: 0.0262 - acc: 0.997 - ETA: 2s - loss: 0.0256 - acc: 0.997 - ETA: 2s - loss: 0.0250 - acc: 0.997 - ETA: 2s - loss: 0.0247 - acc: 0.997 - ETA: 2s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 1s - loss: 0.0226 - acc: 0.998 - ETA: 1s - loss: 0.0223 - acc: 0.998 - ETA: 1s - loss: 0.0219 - acc: 0.998 - ETA: 1s - loss: 0.0216 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - 5s 812us/step - loss: 0.0166 - acc: 0.9987 - val_loss: 1.4379 - val_acc: 0.8551 Epoch 00628: val_loss did not improve from 0.55729 Epoch 629/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.3314e-07 - acc: 1.000 - ETA: 5s - loss: 1.2042e-04 - acc: 1.000 - ETA: 5s - loss: 1.0359e-04 - acc: 1.000 - ETA: 5s - loss: 8.2951e-05 - acc: 1.000 - ETA: 4s - loss: 6.1093e-05 - acc: 1.000 - ETA: 5s - loss: 7.5081e-05 - acc: 1.000 - ETA: 4s - loss: 6.1468e-05 - acc: 1.000 - ETA: 4s - loss: 5.4257e-05 - acc: 1.000 - ETA: 4s - loss: 4.6791e-05 - acc: 1.000 - ETA: 4s - loss: 4.2436e-05 - acc: 1.000 - ETA: 4s - loss: 3.7987e-05 - acc: 1.000 - ETA: 4s - loss: 3.5075e-05 - acc: 1.000 - ETA: 4s - loss: 3.2583e-05 - acc: 1.000 - ETA: 4s - loss: 2.9767e-05 - acc: 1.000 - ETA: 4s - loss: 3.0651e-05 - acc: 1.000 - ETA: 4s - loss: 2.8901e-05 - acc: 1.000 - ETA: 4s - loss: 2.6877e-05 - acc: 1.000 - ETA: 4s - loss: 2.5525e-05 - acc: 1.000 - ETA: 4s - loss: 2.3916e-05 - acc: 1.000 - ETA: 4s - loss: 2.2841e-05 - acc: 1.000 - ETA: 4s - loss: 2.3190e-05 - acc: 1.000 - ETA: 4s - loss: 2.2244e-05 - acc: 1.000 - ETA: 4s - loss: 2.3115e-05 - acc: 1.000 - ETA: 4s - loss: 2.2301e-05 - acc: 1.000 - ETA: 3s - loss: 2.7672e-05 - acc: 1.000 - ETA: 3s - loss: 2.6723e-05 - acc: 1.000 - ETA: 3s - loss: 0.0052 - acc: 0.9995 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 5s 810us/step - loss: 0.0092 - acc: 0.9993 - val_loss: 1.4793 - val_acc: 0.8515 Epoch 00629: val_loss did not improve from 0.55729 Epoch 630/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4631e-07 - acc: 1.000 - ETA: 5s - loss: 2.5174e-06 - acc: 1.000 - ETA: 5s - loss: 1.9179e-06 - acc: 1.000 - ETA: 4s - loss: 2.1243e-06 - acc: 1.000 - ETA: 4s - loss: 9.3953e-06 - acc: 1.000 - ETA: 4s - loss: 8.1996e-06 - acc: 1.000 - ETA: 4s - loss: 7.0261e-06 - acc: 1.000 - ETA: 4s - loss: 1.3263e-04 - acc: 1.000 - ETA: 4s - loss: 1.1706e-04 - acc: 1.000 - ETA: 4s - loss: 1.0758e-04 - acc: 1.000 - ETA: 4s - loss: 9.7099e-05 - acc: 1.000 - ETA: 4s - loss: 9.0493e-05 - acc: 1.000 - ETA: 4s - loss: 8.3439e-05 - acc: 1.000 - ETA: 4s - loss: 7.8638e-05 - acc: 1.000 - ETA: 4s - loss: 9.1446e-05 - acc: 1.000 - ETA: 4s - loss: 8.5148e-05 - acc: 1.000 - ETA: 4s - loss: 8.1283e-05 - acc: 1.000 - ETA: 4s - loss: 7.6569e-05 - acc: 1.000 - ETA: 4s - loss: 7.3240e-05 - acc: 1.000 - ETA: 4s - loss: 7.0377e-05 - acc: 1.000 - ETA: 4s - loss: 7.2384e-05 - acc: 1.000 - ETA: 4s - loss: 6.9885e-05 - acc: 1.000 - ETA: 3s - loss: 6.9909e-05 - acc: 1.000 - ETA: 3s - loss: 6.6663e-05 - acc: 1.000 - ETA: 3s - loss: 6.4423e-05 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9995 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 809us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.4037 - val_acc: 0.8587 Epoch 00630: val_loss did not improve from 0.55729 Epoch 631/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2956e-06 - acc: 1.000 - ETA: 5s - loss: 0.0639 - acc: 0.9944 - ETA: 5s - loss: 0.0479 - acc: 0.995 - ETA: 4s - loss: 0.0362 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 806us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5006 - val_acc: 0.8503 Epoch 00631: val_loss did not improve from 0.55729 Epoch 632/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 1.0000 - ETA: 5s - loss: 0.0039 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3301e-04 - acc: 1.000 - ETA: 4s - loss: 8.4202e-04 - acc: 1.000 - ETA: 4s - loss: 7.8567e-04 - acc: 1.000 - ETA: 4s - loss: 7.2202e-04 - acc: 1.000 - ETA: 4s - loss: 6.8125e-04 - acc: 1.000 - ETA: 4s - loss: 6.6410e-04 - acc: 1.000 - ETA: 4s - loss: 6.1963e-04 - acc: 1.000 - ETA: 4s - loss: 5.8967e-04 - acc: 1.000 - ETA: 4s - loss: 5.6246e-04 - acc: 1.000 - ETA: 4s - loss: 5.2989e-04 - acc: 1.000 - ETA: 4s - loss: 5.0782e-04 - acc: 1.000 - ETA: 4s - loss: 4.8111e-04 - acc: 1.000 - ETA: 3s - loss: 4.6284e-04 - acc: 1.000 - ETA: 3s - loss: 4.4055e-04 - acc: 1.000 - ETA: 3s - loss: 4.2519e-04 - acc: 1.000 - ETA: 3s - loss: 4.0631e-04 - acc: 1.000 - ETA: 3s - loss: 3.9321e-04 - acc: 1.000 - ETA: 3s - loss: 3.7702e-04 - acc: 1.000 - ETA: 3s - loss: 3.6209e-04 - acc: 1.000 - ETA: 3s - loss: 3.5165e-04 - acc: 1.000 - ETA: 3s - loss: 3.3963e-04 - acc: 1.000 - ETA: 3s - loss: 3.3046e-04 - acc: 1.000 - ETA: 3s - loss: 3.1903e-04 - acc: 1.000 - ETA: 3s - loss: 3.1102e-04 - acc: 1.000 - ETA: 3s - loss: 3.0082e-04 - acc: 1.000 - ETA: 3s - loss: 2.9370e-04 - acc: 1.000 - ETA: 3s - loss: 2.8460e-04 - acc: 1.000 - ETA: 3s - loss: 2.7814e-04 - acc: 1.000 - ETA: 3s - loss: 2.6996e-04 - acc: 1.000 - ETA: 3s - loss: 2.6225e-04 - acc: 1.000 - ETA: 2s - loss: 2.5675e-04 - acc: 1.000 - ETA: 2s - loss: 2.4987e-04 - acc: 1.000 - ETA: 2s - loss: 2.4488e-04 - acc: 1.000 - ETA: 2s - loss: 2.3852e-04 - acc: 1.000 - ETA: 2s - loss: 0.0049 - acc: 0.9997 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 804us/step - loss: 0.0145 - acc: 0.9985 - val_loss: 1.4815 - val_acc: 0.8491 Epoch 00632: val_loss did not improve from 0.55729 Epoch 633/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.6308e-06 - acc: 1.000 - ETA: 5s - loss: 2.9387e-06 - acc: 1.000 - ETA: 5s - loss: 2.2423e-06 - acc: 1.000 - ETA: 4s - loss: 1.8115e-06 - acc: 1.000 - ETA: 4s - loss: 2.5154e-04 - acc: 1.000 - ETA: 4s - loss: 2.2164e-04 - acc: 1.000 - ETA: 4s - loss: 1.8891e-04 - acc: 1.000 - ETA: 4s - loss: 1.6460e-04 - acc: 1.000 - ETA: 4s - loss: 1.5008e-04 - acc: 1.000 - ETA: 4s - loss: 1.3468e-04 - acc: 1.000 - ETA: 4s - loss: 1.2484e-04 - acc: 1.000 - ETA: 4s - loss: 1.1376e-04 - acc: 1.000 - ETA: 4s - loss: 1.0669e-04 - acc: 1.000 - ETA: 4s - loss: 9.8497e-05 - acc: 1.000 - ETA: 4s - loss: 9.3339e-05 - acc: 1.000 - ETA: 4s - loss: 8.7027e-05 - acc: 1.000 - ETA: 4s - loss: 8.1661e-05 - acc: 1.000 - ETA: 4s - loss: 7.7964e-05 - acc: 1.000 - ETA: 4s - loss: 7.3915e-05 - acc: 1.000 - ETA: 4s - loss: 7.3353e-05 - acc: 1.000 - ETA: 4s - loss: 0.0084 - acc: 0.9994 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 802us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.4830 - val_acc: 0.8467 Epoch 00633: val_loss did not improve from 0.55729 Epoch 634/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.3544e-07 - acc: 1.000 - ETA: 5s - loss: 5.6864e-07 - acc: 1.000 - ETA: 5s - loss: 3.6322e-06 - acc: 1.000 - ETA: 5s - loss: 2.5310e-06 - acc: 1.000 - ETA: 5s - loss: 0.0501 - acc: 0.9967 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - 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acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - 5s 806us/step - loss: 0.0160 - acc: 0.9988 - val_loss: 1.5281 - val_acc: 0.8479 Epoch 00634: val_loss did not improve from 0.55729 Epoch 635/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.0000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 5s - loss: 9.0008e-04 - acc: 1.000 - ETA: 4s - loss: 6.8104e-04 - acc: 1.000 - ETA: 5s - loss: 5.6756e-04 - acc: 1.000 - ETA: 4s - loss: 4.8652e-04 - acc: 1.000 - ETA: 4s - loss: 4.0928e-04 - acc: 1.000 - ETA: 4s - loss: 3.6560e-04 - acc: 1.000 - ETA: 4s - loss: 3.3024e-04 - acc: 1.000 - ETA: 4s - loss: 3.0112e-04 - acc: 1.000 - ETA: 4s - loss: 2.6945e-04 - acc: 1.000 - ETA: 4s - loss: 2.4979e-04 - acc: 1.000 - ETA: 4s - loss: 0.0127 - acc: 0.9989 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 803us/step - loss: 0.0140 - acc: 0.9987 - val_loss: 1.4481 - val_acc: 0.8527 Epoch 00635: val_loss did not improve from 0.55729 Epoch 636/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.2171e-07 - acc: 1.000 - ETA: 5s - loss: 1.2887e-06 - acc: 1.000 - ETA: 5s - loss: 1.0968e-06 - acc: 1.000 - ETA: 4s - loss: 8.4226e-07 - acc: 1.000 - ETA: 4s - loss: 8.2650e-07 - acc: 1.000 - ETA: 4s - loss: 7.3087e-07 - acc: 1.000 - ETA: 4s - loss: 1.1933e-06 - acc: 1.000 - ETA: 4s - loss: 1.3001e-06 - acc: 1.000 - ETA: 4s - loss: 8.8892e-06 - acc: 1.000 - ETA: 4s - loss: 1.8971e-05 - acc: 1.000 - ETA: 4s - loss: 1.7594e-05 - acc: 1.000 - ETA: 4s - loss: 1.6132e-05 - acc: 1.000 - ETA: 4s - loss: 1.6942e-05 - acc: 1.000 - ETA: 4s - loss: 1.5713e-05 - acc: 1.000 - ETA: 4s - loss: 1.4879e-05 - acc: 1.000 - ETA: 4s - loss: 1.3903e-05 - acc: 1.000 - ETA: 4s - loss: 1.3048e-05 - acc: 1.000 - ETA: 4s - loss: 1.2294e-05 - acc: 1.000 - ETA: 4s - loss: 1.1794e-05 - acc: 1.000 - ETA: 3s - loss: 1.1174e-05 - acc: 1.000 - ETA: 3s - loss: 1.0750e-05 - acc: 1.000 - ETA: 3s - loss: 1.0256e-05 - acc: 1.000 - ETA: 3s - loss: 9.7857e-06 - acc: 1.000 - ETA: 3s - loss: 9.6200e-06 - acc: 1.000 - ETA: 3s - loss: 9.2149e-06 - acc: 1.000 - ETA: 3s - loss: 1.2991e-04 - acc: 1.000 - ETA: 3s - loss: 1.2601e-04 - acc: 1.000 - ETA: 3s - loss: 1.2118e-04 - acc: 1.000 - ETA: 3s - loss: 1.1670e-04 - acc: 1.000 - ETA: 3s - loss: 1.1593e-04 - acc: 1.000 - ETA: 3s - loss: 1.1201e-04 - acc: 1.000 - ETA: 3s - loss: 1.0919e-04 - acc: 1.000 - ETA: 3s - loss: 1.0565e-04 - acc: 1.000 - ETA: 3s - loss: 1.0237e-04 - acc: 1.000 - ETA: 3s - loss: 9.9269e-05 - acc: 1.000 - ETA: 3s - loss: 9.6337e-05 - acc: 1.000 - ETA: 3s - loss: 9.4268e-05 - acc: 1.000 - ETA: 2s - loss: 9.1619e-05 - acc: 1.000 - ETA: 2s - loss: 8.9112e-05 - acc: 1.000 - ETA: 2s - loss: 8.7329e-05 - acc: 1.000 - ETA: 2s - loss: 8.5052e-05 - acc: 1.000 - ETA: 2s - loss: 8.2894e-05 - acc: 1.000 - ETA: 2s - loss: 8.0842e-05 - acc: 1.000 - ETA: 2s - loss: 7.9366e-05 - acc: 1.000 - ETA: 2s - loss: 7.7500e-05 - acc: 1.000 - ETA: 2s - loss: 0.0035 - acc: 0.9997 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 800us/step - loss: 0.0127 - acc: 0.9987 - val_loss: 1.4619 - val_acc: 0.8527 Epoch 00636: val_loss did not improve from 0.55729 Epoch 637/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 4.3976e-05 - acc: 1.000 - ETA: 5s - loss: 2.4552e-05 - acc: 1.000 - ETA: 4s - loss: 3.4062e-05 - acc: 1.000 - ETA: 4s - loss: 2.6623e-05 - acc: 1.000 - ETA: 4s - loss: 2.2648e-05 - acc: 1.000 - ETA: 4s - loss: 1.8938e-05 - acc: 1.000 - ETA: 4s - loss: 1.6364e-05 - acc: 1.000 - ETA: 4s - loss: 0.0216 - acc: 0.9984 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 796us/step - loss: 0.0143 - acc: 0.9985 - val_loss: 1.5232 - val_acc: 0.8479 Epoch 00637: val_loss did not improve from 0.55729 Epoch 638/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0192e-06 - acc: 1.000 - ETA: 4s - loss: 4.6015e-07 - acc: 1.000 - ETA: 5s - loss: 3.3230e-07 - acc: 1.000 - ETA: 4s - loss: 2.7617e-07 - acc: 1.000 - ETA: 4s - loss: 5.5545e-07 - acc: 1.000 - ETA: 4s - loss: 4.9300e-07 - acc: 1.000 - ETA: 4s - loss: 7.7679e-05 - acc: 1.000 - ETA: 4s - loss: 0.0048 - acc: 0.9981 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 5s 798us/step - loss: 0.0105 - acc: 0.9987 - val_loss: 1.5226 - val_acc: 0.8407 Epoch 00638: val_loss did not improve from 0.55729 Epoch 639/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.4365e-07 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 4s - loss: 9.5930e-04 - acc: 1.000 - ETA: 4s - loss: 7.7947e-04 - acc: 1.000 - ETA: 4s - loss: 6.9907e-04 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9979 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6338e-04 - acc: 0.999 - ETA: 4s - loss: 9.1201e-04 - acc: 0.999 - ETA: 3s - loss: 8.6603e-04 - acc: 0.999 - ETA: 3s - loss: 8.3435e-04 - acc: 0.999 - ETA: 3s - loss: 8.1086e-04 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.9989 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 800us/step - loss: 0.0093 - acc: 0.9990 - val_loss: 1.4978 - val_acc: 0.8407 Epoch 00639: val_loss did not improve from 0.55729 Epoch 640/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4571e-07 - acc: 1.000 - ETA: 5s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 3.7030e-07 - acc: 1.000 - ETA: 5s - loss: 3.4002e-07 - acc: 1.000 - ETA: 4s - loss: 7.9674e-07 - acc: 1.000 - ETA: 4s - loss: 7.6704e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 801us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.4652 - val_acc: 0.8539 Epoch 00640: val_loss did not improve from 0.55729 Epoch 641/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.7421e-05 - acc: 1.000 - ETA: 5s - loss: 2.0226e-05 - acc: 1.000 - ETA: 5s - loss: 1.0612e-05 - acc: 1.000 - ETA: 5s - loss: 7.8334e-06 - acc: 1.000 - ETA: 4s - loss: 6.3215e-06 - acc: 1.000 - ETA: 4s - loss: 2.1833e-05 - acc: 1.000 - ETA: 4s - loss: 0.0231 - acc: 0.9978 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.996 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0267 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0152 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.997 - ETA: 1s - loss: 0.0115 - acc: 0.997 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.997 - ETA: 0s - loss: 0.0111 - acc: 0.997 - ETA: 0s - loss: 0.0110 - acc: 0.997 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 797us/step - loss: 0.0096 - acc: 0.9982 - val_loss: 1.4158 - val_acc: 0.8599 Epoch 00641: val_loss did not improve from 0.55729 Epoch 642/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6226e-07 - acc: 1.000 - ETA: 5s - loss: 2.4820e-06 - acc: 1.000 - ETA: 5s - loss: 1.4906e-06 - acc: 1.000 - ETA: 4s - loss: 2.1705e-04 - acc: 1.000 - ETA: 4s - loss: 1.7369e-04 - acc: 1.000 - ETA: 4s - loss: 1.3723e-04 - acc: 1.000 - ETA: 4s - loss: 1.1881e-04 - acc: 1.000 - ETA: 4s - loss: 1.0057e-04 - acc: 1.000 - ETA: 4s - loss: 9.0329e-05 - acc: 1.000 - ETA: 4s - loss: 9.2952e-05 - acc: 1.000 - ETA: 4s - loss: 8.3103e-05 - acc: 1.000 - ETA: 4s - loss: 8.0322e-05 - acc: 1.000 - ETA: 4s - loss: 7.3185e-05 - acc: 1.000 - ETA: 4s - loss: 6.7572e-05 - acc: 1.000 - ETA: 4s - loss: 6.3604e-05 - acc: 1.000 - ETA: 4s - loss: 6.1084e-05 - acc: 1.000 - ETA: 4s - loss: 5.9333e-05 - acc: 1.000 - ETA: 4s - loss: 5.6793e-05 - acc: 1.000 - ETA: 4s - loss: 5.3402e-05 - acc: 1.000 - ETA: 4s - loss: 5.0365e-05 - acc: 1.000 - ETA: 4s - loss: 4.8328e-05 - acc: 1.000 - ETA: 3s - loss: 4.5860e-05 - acc: 1.000 - ETA: 3s - loss: 4.3734e-05 - acc: 1.000 - ETA: 3s - loss: 4.2177e-05 - acc: 1.000 - ETA: 3s - loss: 4.0562e-05 - acc: 1.000 - ETA: 3s - loss: 3.8807e-05 - acc: 1.000 - ETA: 3s - loss: 3.7232e-05 - acc: 1.000 - ETA: 3s - loss: 3.5954e-05 - acc: 1.000 - ETA: 3s - loss: 3.4914e-05 - acc: 1.000 - ETA: 3s - loss: 3.3676e-05 - acc: 1.000 - ETA: 3s - loss: 3.2468e-05 - acc: 1.000 - ETA: 3s - loss: 3.1617e-05 - acc: 1.000 - ETA: 3s - loss: 3.0551e-05 - acc: 1.000 - ETA: 3s - loss: 2.9816e-05 - acc: 1.000 - ETA: 3s - loss: 2.9112e-05 - acc: 1.000 - ETA: 3s - loss: 2.8311e-05 - acc: 1.000 - ETA: 3s - loss: 2.7465e-05 - acc: 1.000 - ETA: 3s - loss: 2.6667e-05 - acc: 1.000 - ETA: 3s - loss: 2.6101e-05 - acc: 1.000 - ETA: 2s - loss: 2.5380e-05 - acc: 1.000 - ETA: 2s - loss: 2.4697e-05 - acc: 1.000 - ETA: 2s - loss: 2.4224e-05 - acc: 1.000 - ETA: 2s - loss: 2.3603e-05 - acc: 1.000 - ETA: 2s - loss: 2.3013e-05 - acc: 1.000 - ETA: 2s - loss: 2.2597e-05 - acc: 1.000 - ETA: 2s - loss: 2.2058e-05 - acc: 1.000 - ETA: 2s - loss: 2.1668e-05 - acc: 1.000 - ETA: 2s - loss: 2.1170e-05 - acc: 1.000 - ETA: 2s - loss: 2.0696e-05 - acc: 1.000 - ETA: 2s - loss: 2.0442e-05 - acc: 1.000 - ETA: 2s - loss: 2.0659e-05 - acc: 1.000 - ETA: 2s - loss: 2.0246e-05 - acc: 1.000 - ETA: 2s - loss: 2.7405e-05 - acc: 1.000 - ETA: 2s - loss: 2.6987e-05 - acc: 1.000 - ETA: 2s - loss: 2.6596e-05 - acc: 1.000 - ETA: 2s - loss: 2.6076e-05 - acc: 1.000 - ETA: 1s - loss: 2.5805e-05 - acc: 1.000 - ETA: 1s - loss: 2.5417e-05 - acc: 1.000 - ETA: 1s - loss: 2.4945e-05 - acc: 1.000 - ETA: 1s - loss: 0.0037 - acc: 0.9998 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - 5s 798us/step - loss: 0.0070 - acc: 0.9991 - val_loss: 1.5818 - val_acc: 0.8431 Epoch 00642: val_loss did not improve from 0.55729 Epoch 643/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 3.4585e-04 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.2396e-04 - acc: 1.000 - ETA: 4s - loss: 8.4373e-04 - acc: 1.000 - ETA: 4s - loss: 7.5533e-04 - acc: 1.000 - ETA: 4s - loss: 6.8342e-04 - acc: 1.000 - ETA: 4s - loss: 6.3948e-04 - acc: 1.000 - ETA: 4s - loss: 5.8783e-04 - acc: 1.000 - ETA: 4s - loss: 5.6548e-04 - acc: 1.000 - ETA: 4s - loss: 5.3007e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9992 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 794us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.3610 - val_acc: 0.8611 Epoch 00643: val_loss did not improve from 0.55729 Epoch 644/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9206e-07 - acc: 1.000 - ETA: 5s - loss: 8.3264e-04 - acc: 1.000 - ETA: 5s - loss: 4.1667e-04 - acc: 1.000 - ETA: 4s - loss: 2.7783e-04 - acc: 1.000 - ETA: 4s - loss: 2.3398e-04 - acc: 1.000 - ETA: 4s - loss: 1.8474e-04 - acc: 1.000 - ETA: 4s - loss: 1.5266e-04 - acc: 1.000 - ETA: 4s - loss: 1.3795e-04 - acc: 1.000 - ETA: 4s - loss: 1.2116e-04 - acc: 1.000 - ETA: 4s - loss: 1.0706e-04 - acc: 1.000 - ETA: 4s - loss: 9.6010e-05 - acc: 1.000 - ETA: 4s - loss: 8.9555e-05 - acc: 1.000 - ETA: 4s - loss: 8.1775e-05 - acc: 1.000 - ETA: 4s - loss: 7.7979e-05 - acc: 1.000 - ETA: 4s - loss: 7.2118e-05 - acc: 1.000 - ETA: 4s - loss: 6.9623e-05 - acc: 1.000 - ETA: 4s - loss: 6.6090e-05 - acc: 1.000 - ETA: 4s - loss: 6.1922e-05 - acc: 1.000 - ETA: 4s - loss: 5.8235e-05 - acc: 1.000 - ETA: 4s - loss: 5.5745e-05 - acc: 1.000 - ETA: 4s - loss: 5.6868e-05 - acc: 1.000 - ETA: 3s - loss: 5.4335e-05 - acc: 1.000 - ETA: 3s - loss: 5.1693e-05 - acc: 1.000 - ETA: 3s - loss: 4.9873e-05 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 796us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.4064 - val_acc: 0.8623 Epoch 00644: val_loss did not improve from 0.55729 Epoch 645/2000 6680/6680 [==============================] - ETA: 5s - loss: 2.4766e-06 - acc: 1.000 - ETA: 4s - loss: 6.1155e-07 - acc: 1.000 - ETA: 5s - loss: 3.9340e-07 - acc: 1.000 - ETA: 4s - loss: 4.2022e-07 - acc: 1.000 - ETA: 4s - loss: 3.8726e-07 - acc: 1.000 - ETA: 4s - loss: 3.7492e-07 - acc: 1.000 - ETA: 4s - loss: 4.0358e-07 - acc: 1.000 - ETA: 4s - loss: 3.7286e-07 - acc: 1.000 - ETA: 4s - loss: 5.1655e-07 - acc: 1.000 - ETA: 4s - loss: 4.7463e-07 - acc: 1.000 - ETA: 4s - loss: 5.3263e-07 - acc: 1.000 - ETA: 4s - loss: 5.3368e-07 - acc: 1.000 - ETA: 4s - loss: 5.1209e-07 - acc: 1.000 - ETA: 4s - loss: 4.8549e-07 - acc: 1.000 - ETA: 4s - loss: 4.5836e-07 - acc: 1.000 - ETA: 4s - loss: 4.4385e-07 - acc: 1.000 - ETA: 4s - loss: 4.5779e-07 - acc: 1.000 - ETA: 4s - loss: 4.4237e-07 - acc: 1.000 - ETA: 4s - loss: 4.4031e-07 - acc: 1.000 - ETA: 4s - loss: 4.4862e-07 - acc: 1.000 - ETA: 3s - loss: 4.5194e-07 - acc: 1.000 - ETA: 3s - loss: 4.3546e-07 - acc: 1.000 - ETA: 3s - loss: 4.9124e-07 - acc: 1.000 - ETA: 3s - loss: 4.7856e-07 - acc: 1.000 - ETA: 3s - loss: 4.6299e-07 - acc: 1.000 - ETA: 3s - loss: 4.4980e-07 - acc: 1.000 - ETA: 3s - loss: 4.4318e-07 - acc: 1.000 - ETA: 3s - loss: 4.3100e-07 - acc: 1.000 - ETA: 3s - loss: 4.1924e-07 - acc: 1.000 - ETA: 3s - loss: 4.0843e-07 - acc: 1.000 - ETA: 3s - loss: 4.0384e-07 - acc: 1.000 - ETA: 3s - loss: 4.0262e-07 - acc: 1.000 - ETA: 3s - loss: 3.9325e-07 - acc: 1.000 - ETA: 3s - loss: 3.8662e-07 - acc: 1.000 - ETA: 3s - loss: 3.7843e-07 - acc: 1.000 - ETA: 3s - loss: 6.5627e-07 - acc: 1.000 - ETA: 3s - loss: 6.4560e-07 - acc: 1.000 - ETA: 3s - loss: 6.3874e-07 - acc: 1.000 - ETA: 2s - loss: 6.5762e-07 - acc: 1.000 - ETA: 2s - loss: 6.4655e-07 - acc: 1.000 - ETA: 2s - loss: 6.3704e-07 - acc: 1.000 - ETA: 2s - loss: 6.2359e-07 - acc: 1.000 - ETA: 2s - loss: 6.8019e-07 - acc: 1.000 - ETA: 2s - loss: 6.6923e-07 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 796us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.4538 - val_acc: 0.8443 Epoch 00645: val_loss did not improve from 0.55729 Epoch 646/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4704e-07 - acc: 1.000 - ETA: 4s - loss: 1.6107e-05 - acc: 1.000 - ETA: 4s - loss: 3.6309e-04 - acc: 1.000 - ETA: 4s - loss: 2.5175e-04 - acc: 1.000 - ETA: 4s - loss: 1.9351e-04 - acc: 1.000 - ETA: 4s - loss: 1.5671e-04 - acc: 1.000 - ETA: 4s - loss: 0.0324 - acc: 0.9980 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 804us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.4902 - val_acc: 0.8491 Epoch 00646: val_loss did not improve from 0.55729 Epoch 647/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7732e-07 - acc: 1.000 - ETA: 5s - loss: 3.6359e-07 - acc: 1.000 - ETA: 5s - loss: 3.6088e-07 - acc: 1.000 - ETA: 4s - loss: 1.5639e-05 - acc: 1.000 - ETA: 5s - loss: 9.0955e-05 - acc: 1.000 - ETA: 4s - loss: 7.4491e-05 - acc: 1.000 - ETA: 4s - loss: 6.3270e-05 - acc: 1.000 - ETA: 4s - loss: 6.7384e-05 - acc: 1.000 - ETA: 4s - loss: 6.1275e-05 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9986 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - 5s 800us/step - loss: 0.0159 - acc: 0.9984 - val_loss: 1.4164 - val_acc: 0.8551 Epoch 00647: val_loss did not improve from 0.55729 Epoch 648/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1015e-05 - acc: 1.000 - ETA: 5s - loss: 0.1135 - acc: 0.9875 - ETA: 5s - loss: 0.0568 - acc: 0.993 - ETA: 4s - loss: 0.0378 - acc: 0.995 - ETA: 4s - loss: 0.0303 - acc: 0.996 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0432 - acc: 0.996 - ETA: 4s - loss: 0.0484 - acc: 0.995 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0415 - acc: 0.995 - ETA: 4s - loss: 0.0384 - acc: 0.996 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.995 - ETA: 4s - loss: 0.0325 - acc: 0.996 - ETA: 4s - loss: 0.0306 - acc: 0.996 - ETA: 4s - loss: 0.0294 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0255 - acc: 0.996 - ETA: 3s - loss: 0.0244 - acc: 0.996 - ETA: 3s - loss: 0.0233 - acc: 0.996 - ETA: 3s - loss: 0.0226 - acc: 0.996 - ETA: 3s - loss: 0.0216 - acc: 0.996 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0149 - acc: 0.997 - ETA: 2s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 796us/step - loss: 0.0112 - acc: 0.9985 - val_loss: 1.3830 - val_acc: 0.8431 Epoch 00648: val_loss did not improve from 0.55729 Epoch 649/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6781e-05 - acc: 1.000 - ETA: 5s - loss: 2.4110e-04 - acc: 1.000 - ETA: 5s - loss: 1.5201e-04 - acc: 1.000 - ETA: 5s - loss: 1.1248e-04 - acc: 1.000 - ETA: 4s - loss: 8.4980e-05 - acc: 1.000 - ETA: 4s - loss: 6.8142e-05 - acc: 1.000 - ETA: 4s - loss: 6.0304e-05 - acc: 1.000 - ETA: 4s - loss: 5.1864e-05 - acc: 1.000 - ETA: 4s - loss: 4.5345e-05 - acc: 1.000 - ETA: 4s - loss: 0.0231 - acc: 0.9986 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 797us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.4573 - val_acc: 0.8563 Epoch 00649: val_loss did not improve from 0.55729 Epoch 650/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 2.9232e-06 - acc: 1.000 - ETA: 5s - loss: 2.7126e-06 - acc: 1.000 - ETA: 4s - loss: 3.1649e-05 - acc: 1.000 - ETA: 4s - loss: 2.3775e-05 - acc: 1.000 - ETA: 4s - loss: 2.0045e-05 - acc: 1.000 - ETA: 4s - loss: 2.0202e-05 - acc: 1.000 - ETA: 4s - loss: 1.7472e-05 - acc: 1.000 - ETA: 4s - loss: 1.5253e-05 - acc: 1.000 - ETA: 4s - loss: 6.1394e-04 - acc: 1.000 - ETA: 4s - loss: 0.0173 - acc: 0.9974 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 794us/step - loss: 0.0124 - acc: 0.9985 - val_loss: 1.4864 - val_acc: 0.8419 Epoch 00650: val_loss did not improve from 0.55729 Epoch 651/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 2.1988e-07 - acc: 1.000 - ETA: 4s - loss: 3.4460e-05 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 796us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.4447 - val_acc: 0.8503 Epoch 00651: val_loss did not improve from 0.55729 Epoch 652/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.7684e-07 - acc: 1.000 - ETA: 4s - loss: 2.9087e-07 - acc: 1.000 - ETA: 5s - loss: 2.2650e-07 - acc: 1.000 - ETA: 4s - loss: 6.8126e-07 - acc: 1.000 - ETA: 4s - loss: 5.5863e-07 - acc: 1.000 - ETA: 4s - loss: 5.9936e-07 - acc: 1.000 - ETA: 4s - loss: 5.7248e-07 - acc: 1.000 - ETA: 4s - loss: 5.0908e-07 - acc: 1.000 - ETA: 4s - loss: 8.5806e-07 - acc: 1.000 - ETA: 4s - loss: 7.7473e-07 - acc: 1.000 - ETA: 4s - loss: 7.3851e-07 - acc: 1.000 - ETA: 4s - loss: 7.0955e-07 - acc: 1.000 - ETA: 4s - loss: 6.6675e-07 - acc: 1.000 - ETA: 4s - loss: 6.4674e-07 - acc: 1.000 - ETA: 4s - loss: 6.2261e-07 - acc: 1.000 - ETA: 4s - loss: 6.3572e-07 - acc: 1.000 - ETA: 4s - loss: 3.8773e-06 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9992 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 794us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.3847 - val_acc: 0.8563 Epoch 00652: val_loss did not improve from 0.55729 Epoch 653/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.6974e-04 - acc: 1.000 - ETA: 5s - loss: 3.8583e-04 - acc: 1.000 - ETA: 4s - loss: 3.1885e-04 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9967 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 794us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.4406 - val_acc: 0.8551 Epoch 00653: val_loss did not improve from 0.55729 Epoch 654/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.0000 - ETA: 5s - loss: 8.7963e-04 - acc: 1.000 - ETA: 4s - loss: 5.9091e-04 - acc: 1.000 - ETA: 4s - loss: 4.7352e-04 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9974 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7419e-04 - acc: 0.999 - ETA: 3s - loss: 9.4278e-04 - acc: 0.999 - ETA: 3s - loss: 9.2912e-04 - acc: 0.999 - ETA: 3s - loss: 9.0101e-04 - acc: 0.999 - ETA: 3s - loss: 8.8110e-04 - acc: 0.999 - ETA: 2s - loss: 8.5601e-04 - acc: 0.999 - ETA: 2s - loss: 8.3211e-04 - acc: 0.999 - ETA: 2s - loss: 8.2087e-04 - acc: 0.999 - ETA: 2s - loss: 8.0446e-04 - acc: 0.999 - ETA: 2s - loss: 7.8360e-04 - acc: 0.999 - ETA: 2s - loss: 7.6377e-04 - acc: 0.999 - ETA: 2s - loss: 7.4495e-04 - acc: 0.999 - ETA: 2s - loss: 7.3142e-04 - acc: 0.999 - ETA: 2s - loss: 7.1412e-04 - acc: 0.999 - ETA: 2s - loss: 6.9764e-04 - acc: 0.999 - ETA: 2s - loss: 6.8575e-04 - acc: 0.999 - ETA: 2s - loss: 6.7052e-04 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.9995 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 794us/step - loss: 0.0125 - acc: 0.9987 - val_loss: 1.5043 - val_acc: 0.8479 Epoch 00654: val_loss did not improve from 0.55729 Epoch 655/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0398e-07 - acc: 1.000 - ETA: 5s - loss: 8.1287e-07 - acc: 1.000 - ETA: 5s - loss: 7.1601e-07 - acc: 1.000 - ETA: 4s - loss: 1.9592e-06 - acc: 1.000 - ETA: 4s - loss: 1.6035e-06 - acc: 1.000 - ETA: 4s - loss: 1.2962e-06 - acc: 1.000 - ETA: 4s - loss: 2.3469e-06 - acc: 1.000 - ETA: 4s - loss: 2.0400e-06 - acc: 1.000 - ETA: 4s - loss: 2.2772e-06 - acc: 1.000 - ETA: 4s - loss: 2.7163e-05 - acc: 1.000 - ETA: 4s - loss: 2.4329e-05 - acc: 1.000 - ETA: 4s - loss: 2.2664e-05 - acc: 1.000 - ETA: 4s - loss: 2.0693e-05 - acc: 1.000 - ETA: 4s - loss: 1.9014e-05 - acc: 1.000 - ETA: 4s - loss: 1.8620e-05 - acc: 1.000 - ETA: 4s - loss: 4.6634e-05 - acc: 1.000 - ETA: 4s - loss: 4.4790e-05 - acc: 1.000 - ETA: 4s - loss: 4.2111e-05 - acc: 1.000 - ETA: 4s - loss: 6.2287e-04 - acc: 0.999 - ETA: 4s - loss: 5.8782e-04 - acc: 0.999 - ETA: 3s - loss: 5.5650e-04 - acc: 0.999 - ETA: 3s - loss: 5.3511e-04 - acc: 0.999 - ETA: 3s - loss: 5.0902e-04 - acc: 0.999 - ETA: 3s - loss: 4.8536e-04 - acc: 0.999 - ETA: 3s - loss: 4.6414e-04 - acc: 0.999 - ETA: 3s - loss: 4.4918e-04 - acc: 0.999 - ETA: 3s - loss: 4.3089e-04 - acc: 0.999 - ETA: 3s - loss: 4.8472e-04 - acc: 0.999 - ETA: 3s - loss: 4.6610e-04 - acc: 0.999 - ETA: 3s - loss: 4.4884e-04 - acc: 0.999 - ETA: 3s - loss: 4.3296e-04 - acc: 0.999 - ETA: 3s - loss: 4.2024e-04 - acc: 0.999 - ETA: 3s - loss: 4.0972e-04 - acc: 0.999 - ETA: 3s - loss: 3.9659e-04 - acc: 0.999 - ETA: 3s - loss: 3.8411e-04 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.9992 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 800us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.4938 - val_acc: 0.8491 Epoch 00655: val_loss did not improve from 0.55729 Epoch 656/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.6089e-04 - acc: 1.000 - ETA: 5s - loss: 1.0328e-04 - acc: 1.000 - ETA: 4s - loss: 6.9069e-05 - acc: 1.000 - ETA: 4s - loss: 5.2255e-05 - acc: 1.000 - ETA: 4s - loss: 0.0403 - acc: 0.9975 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - 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ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.6303e-04 - acc: 1.000 - ETA: 4s - loss: 2.0182e-04 - acc: 1.000 - ETA: 4s - loss: 1.4093e-04 - acc: 1.000 - ETA: 4s - loss: 1.1454e-04 - acc: 1.000 - ETA: 4s - loss: 9.1943e-05 - acc: 1.000 - ETA: 4s - loss: 7.6676e-05 - acc: 1.000 - ETA: 4s - loss: 6.8230e-05 - acc: 1.000 - ETA: 4s - loss: 5.9794e-05 - acc: 1.000 - ETA: 4s - loss: 6.7119e-05 - acc: 1.000 - ETA: 4s - loss: 7.1835e-05 - acc: 1.000 - ETA: 4s - loss: 1.3908e-04 - acc: 1.000 - ETA: 4s - loss: 1.3371e-04 - acc: 1.000 - ETA: 4s - loss: 1.2304e-04 - acc: 1.000 - ETA: 4s - loss: 1.1394e-04 - acc: 1.000 - ETA: 4s - loss: 1.1456e-04 - acc: 1.000 - ETA: 4s - loss: 1.0894e-04 - acc: 1.000 - ETA: 4s - loss: 1.0225e-04 - acc: 1.000 - ETA: 4s - loss: 9.6332e-05 - acc: 1.000 - ETA: 3s - loss: 9.1625e-05 - acc: 1.000 - ETA: 3s - loss: 8.8014e-05 - acc: 1.000 - ETA: 3s - loss: 8.3619e-05 - acc: 1.000 - ETA: 3s - loss: 8.0618e-05 - acc: 1.000 - ETA: 3s - loss: 8.9306e-05 - acc: 1.000 - 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ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 801us/step - loss: 0.0121 - acc: 0.9991 - val_loss: 1.4519 - val_acc: 0.8575 Epoch 00658: val_loss did not improve from 0.55729 Epoch 659/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.3232e-07 - acc: 1.000 - ETA: 5s - loss: 4.2773e-06 - acc: 1.000 - ETA: 4s - loss: 3.0174e-06 - acc: 1.000 - ETA: 4s - loss: 2.5177e-06 - acc: 1.000 - 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acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 800us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5299 - val_acc: 0.8539 Epoch 00659: val_loss did not improve from 0.55729 Epoch 660/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0527e-07 - acc: 1.000 - ETA: 5s - loss: 1.9097e-06 - acc: 1.000 - ETA: 4s - loss: 1.2711e-05 - acc: 1.000 - ETA: 4s - loss: 1.0254e-05 - acc: 1.000 - ETA: 4s - loss: 8.1231e-06 - acc: 1.000 - ETA: 4s - loss: 7.0326e-06 - acc: 1.000 - ETA: 4s - loss: 6.0013e-06 - acc: 1.000 - ETA: 4s - loss: 5.3997e-06 - acc: 1.000 - ETA: 4s - loss: 0.0104 - acc: 0.9985 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0079 - acc: 0.997 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0139 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0126 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0109 - acc: 0.997 - ETA: 3s - loss: 0.0106 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0101 - acc: 0.997 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.997 - ETA: 2s - loss: 0.0118 - acc: 0.997 - ETA: 2s - loss: 0.0115 - acc: 0.997 - ETA: 2s - loss: 0.0112 - acc: 0.997 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 800us/step - loss: 0.0153 - acc: 0.9982 - val_loss: 1.4317 - val_acc: 0.8587 Epoch 00660: val_loss did not improve from 0.55729 Epoch 661/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9802e-07 - acc: 1.000 - ETA: 5s - loss: 6.7018e-04 - acc: 1.000 - ETA: 5s - loss: 3.3572e-04 - acc: 1.000 - ETA: 4s - loss: 2.2599e-04 - acc: 1.000 - ETA: 4s - loss: 1.8124e-04 - acc: 1.000 - ETA: 4s - loss: 0.0426 - acc: 0.9974 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0322 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0190 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 800us/step - loss: 0.0127 - acc: 0.9987 - val_loss: 1.4828 - val_acc: 0.8491 Epoch 00661: val_loss did not improve from 0.55729 Epoch 662/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.6106 - acc: 0.950 - ETA: 4s - loss: 0.1370 - acc: 0.980 - ETA: 5s - loss: 0.0857 - acc: 0.987 - ETA: 4s - loss: 0.0571 - acc: 0.991 - ETA: 4s - loss: 0.0429 - acc: 0.993 - ETA: 4s - loss: 0.0746 - acc: 0.992 - ETA: 4s - loss: 0.0649 - acc: 0.993 - ETA: 4s - loss: 0.0553 - acc: 0.994 - ETA: 4s - loss: 0.0482 - acc: 0.995 - ETA: 4s - loss: 0.0439 - acc: 0.995 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0356 - acc: 0.996 - ETA: 4s - loss: 0.0332 - acc: 0.996 - ETA: 4s - loss: 0.0305 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 803us/step - loss: 0.0151 - acc: 0.9987 - val_loss: 1.4994 - val_acc: 0.8383 Epoch 00662: val_loss did not improve from 0.55729 Epoch 663/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.0431e-06 - acc: 1.000 - ETA: 4s - loss: 7.4609e-07 - acc: 1.000 - ETA: 4s - loss: 2.4034e-06 - acc: 1.000 - ETA: 4s - loss: 2.3219e-06 - acc: 1.000 - ETA: 4s - loss: 3.1466e-06 - acc: 1.000 - ETA: 4s - loss: 2.8964e-06 - acc: 1.000 - ETA: 4s - loss: 2.5315e-06 - acc: 1.000 - ETA: 4s - loss: 2.3260e-06 - acc: 1.000 - ETA: 4s - loss: 2.1471e-06 - acc: 1.000 - ETA: 4s - loss: 1.4209e-05 - acc: 1.000 - ETA: 4s - loss: 1.3257e-05 - acc: 1.000 - ETA: 4s - loss: 1.6413e-05 - acc: 1.000 - ETA: 4s - loss: 1.5488e-05 - acc: 1.000 - ETA: 4s - loss: 1.5860e-05 - acc: 1.000 - ETA: 4s - loss: 1.5424e-05 - acc: 1.000 - ETA: 4s - loss: 1.4457e-05 - acc: 1.000 - ETA: 4s - loss: 1.3638e-05 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 798us/step - loss: 0.0098 - acc: 0.9988 - val_loss: 1.4188 - val_acc: 0.8419 Epoch 00663: val_loss did not improve from 0.55729 Epoch 664/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0432 - acc: 0.950 - ETA: 5s - loss: 0.0108 - acc: 0.987 - ETA: 5s - loss: 0.0062 - acc: 0.992 - ETA: 5s - loss: 0.0039 - acc: 0.995 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 5s - loss: 0.0472 - acc: 0.994 - ETA: 4s - loss: 0.0386 - acc: 0.995 - ETA: 4s - loss: 0.0327 - acc: 0.996 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0221 - acc: 0.998 - ETA: 1s - loss: 0.0217 - acc: 0.998 - ETA: 1s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0245 - acc: 0.998 - ETA: 1s - loss: 0.0241 - acc: 0.998 - ETA: 1s - loss: 0.0238 - acc: 0.998 - ETA: 1s - loss: 0.0234 - acc: 0.998 - ETA: 1s - loss: 0.0231 - acc: 0.998 - ETA: 1s - loss: 0.0228 - acc: 0.998 - ETA: 1s - loss: 0.0224 - acc: 0.998 - ETA: 1s - loss: 0.0221 - acc: 0.998 - ETA: 1s - loss: 0.0218 - acc: 0.998 - ETA: 1s - loss: 0.0216 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 0s - loss: 0.0210 - acc: 0.998 - ETA: 0s - loss: 0.0207 - acc: 0.998 - ETA: 0s - loss: 0.0205 - acc: 0.998 - ETA: 0s - loss: 0.0202 - acc: 0.998 - ETA: 0s - loss: 0.0199 - acc: 0.998 - ETA: 0s - loss: 0.0207 - acc: 0.998 - ETA: 0s - loss: 0.0204 - acc: 0.998 - ETA: 0s - loss: 0.0202 - acc: 0.998 - ETA: 0s - loss: 0.0199 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - 5s 802us/step - loss: 0.0180 - acc: 0.9984 - val_loss: 1.4831 - val_acc: 0.8527 Epoch 00664: val_loss did not improve from 0.55729 Epoch 665/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1651e-06 - acc: 1.000 - ETA: 5s - loss: 1.6250e-06 - acc: 1.000 - ETA: 5s - loss: 9.7967e-07 - acc: 1.000 - ETA: 5s - loss: 7.2855e-07 - acc: 1.000 - ETA: 5s - loss: 1.0331e-06 - acc: 1.000 - ETA: 5s - loss: 9.1496e-07 - acc: 1.000 - ETA: 4s - loss: 2.7441e-06 - acc: 1.000 - ETA: 4s - loss: 4.7758e-05 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9983 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 810us/step - loss: 0.0117 - acc: 0.9985 - val_loss: 1.4368 - val_acc: 0.8491 Epoch 00665: val_loss did not improve from 0.55729 Epoch 666/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.1614 - acc: 0.990 - ETA: 5s - loss: 0.1009 - acc: 0.993 - ETA: 5s - loss: 0.0734 - acc: 0.995 - ETA: 5s - loss: 0.0538 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 815us/step - loss: 0.0100 - acc: 0.9988 - val_loss: 1.4748 - val_acc: 0.8515 Epoch 00666: val_loss did not improve from 0.55729 Epoch 667/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8610e-07 - acc: 1.000 - ETA: 5s - loss: 0.0164 - acc: 0.9875 - ETA: 5s - loss: 0.0094 - acc: 0.992 - ETA: 5s - loss: 0.0161 - acc: 0.990 - ETA: 5s - loss: 0.0135 - acc: 0.992 - ETA: 5s - loss: 0.0111 - acc: 0.994 - ETA: 4s - loss: 0.0090 - acc: 0.995 - ETA: 4s - loss: 0.0079 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0054 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.997 - ETA: 3s - loss: 0.0031 - acc: 0.997 - ETA: 3s - loss: 0.0030 - acc: 0.997 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.998 - ETA: 3s - loss: 0.0023 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0019 - acc: 0.998 - ETA: 2s - loss: 0.0018 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 5s 814us/step - loss: 0.0086 - acc: 0.9987 - val_loss: 1.4287 - val_acc: 0.8491 Epoch 00667: val_loss did not improve from 0.55729 Epoch 668/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 3.9745e-05 - acc: 1.000 - ETA: 5s - loss: 2.5086e-05 - acc: 1.000 - ETA: 4s - loss: 1.7123e-05 - acc: 1.000 - ETA: 4s - loss: 1.3722e-05 - acc: 1.000 - ETA: 5s - loss: 1.1462e-05 - acc: 1.000 - ETA: 4s - loss: 9.4116e-06 - acc: 1.000 - ETA: 4s - loss: 8.3127e-06 - acc: 1.000 - ETA: 4s - loss: 7.4464e-06 - acc: 1.000 - ETA: 4s - loss: 6.5342e-06 - acc: 1.000 - ETA: 4s - loss: 5.9845e-06 - acc: 1.000 - ETA: 4s - loss: 0.0145 - acc: 0.9974 - ETA: 4s - loss: 0.0135 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0104 - acc: 0.997 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0139 - acc: 0.997 - ETA: 1s - loss: 0.0137 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0134 - acc: 0.997 - ETA: 1s - loss: 0.0131 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 1s - loss: 0.0127 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 812us/step - loss: 0.0113 - acc: 0.9982 - val_loss: 1.5284 - val_acc: 0.8419 Epoch 00668: val_loss did not improve from 0.55729 Epoch 669/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 3.2645e-06 - acc: 1.000 - ETA: 5s - loss: 3.3591e-06 - acc: 1.000 - ETA: 5s - loss: 2.5001e-06 - acc: 1.000 - ETA: 4s - loss: 1.8698e-06 - acc: 1.000 - ETA: 5s - loss: 1.8113e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.8622e-04 - acc: 1.000 - ETA: 4s - loss: 8.5021e-04 - acc: 1.000 - ETA: 4s - loss: 7.7071e-04 - acc: 1.000 - ETA: 4s - loss: 7.0491e-04 - acc: 1.000 - ETA: 4s - loss: 0.0094 - acc: 0.9987 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.998 - ETA: 0s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0066 - acc: 0.998 - ETA: 0s - loss: 0.0065 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - 5s 806us/step - loss: 0.0063 - acc: 0.9988 - val_loss: 1.4711 - val_acc: 0.8491 Epoch 00669: val_loss did not improve from 0.55729 Epoch 670/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.9014e-07 - acc: 1.000 - ETA: 5s - loss: 3.0436e-07 - acc: 1.000 - ETA: 4s - loss: 1.7748e-06 - acc: 1.000 - ETA: 4s - loss: 1.6800e-05 - acc: 1.000 - ETA: 4s - loss: 1.4945e-05 - acc: 1.000 - ETA: 4s - loss: 1.2924e-05 - acc: 1.000 - ETA: 4s - loss: 1.0999e-05 - acc: 1.000 - ETA: 4s - loss: 9.8740e-06 - acc: 1.000 - ETA: 4s - loss: 8.9603e-06 - acc: 1.000 - ETA: 4s - loss: 7.9788e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9987 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 815us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.4808 - val_acc: 0.8503 Epoch 00670: val_loss did not improve from 0.55729 Epoch 671/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5763e-07 - acc: 1.000 - ETA: 5s - loss: 2.8732e-06 - acc: 1.000 - ETA: 5s - loss: 2.6064e-06 - acc: 1.000 - ETA: 4s - loss: 9.4786e-04 - acc: 1.000 - ETA: 4s - loss: 7.5845e-04 - acc: 1.000 - ETA: 4s - loss: 5.9890e-04 - acc: 1.000 - ETA: 4s - loss: 5.1744e-04 - acc: 1.000 - ETA: 4s - loss: 4.4006e-04 - acc: 1.000 - ETA: 4s - loss: 3.8140e-04 - acc: 1.000 - ETA: 4s - loss: 3.4674e-04 - acc: 1.000 - ETA: 4s - loss: 3.1787e-04 - acc: 1.000 - ETA: 4s - loss: 2.9343e-04 - acc: 1.000 - ETA: 4s - loss: 2.7248e-04 - acc: 1.000 - ETA: 4s - loss: 2.5434e-04 - acc: 1.000 - ETA: 4s - loss: 2.3961e-04 - acc: 1.000 - ETA: 4s - loss: 2.2553e-04 - acc: 1.000 - ETA: 4s - loss: 2.1307e-04 - acc: 1.000 - ETA: 4s - loss: 0.0143 - acc: 0.9991 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 817us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.4257 - val_acc: 0.8503 Epoch 00671: val_loss did not improve from 0.55729 Epoch 672/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 3.3856e-07 - acc: 1.000 - ETA: 5s - loss: 9.0132e-05 - acc: 1.000 - ETA: 5s - loss: 6.0376e-05 - acc: 1.000 - ETA: 5s - loss: 4.8439e-05 - acc: 1.000 - ETA: 4s - loss: 3.8288e-05 - acc: 1.000 - ETA: 4s - loss: 3.1741e-05 - acc: 1.000 - ETA: 4s - loss: 2.8098e-05 - acc: 1.000 - ETA: 4s - loss: 2.8168e-05 - acc: 1.000 - ETA: 4s - loss: 2.9433e-05 - acc: 1.000 - ETA: 4s - loss: 2.6272e-05 - acc: 1.000 - ETA: 4s - loss: 2.4311e-05 - acc: 1.000 - ETA: 4s - loss: 2.3610e-05 - acc: 1.000 - ETA: 4s - loss: 2.6999e-05 - acc: 1.000 - ETA: 4s - loss: 2.5000e-05 - acc: 1.000 - ETA: 4s - loss: 2.3621e-05 - acc: 1.000 - ETA: 4s - loss: 2.2523e-05 - acc: 1.000 - ETA: 4s - loss: 2.1717e-05 - acc: 1.000 - ETA: 4s - loss: 2.0715e-05 - acc: 1.000 - ETA: 4s - loss: 1.9505e-05 - acc: 1.000 - ETA: 4s - loss: 1.8697e-05 - acc: 1.000 - ETA: 4s - loss: 1.7706e-05 - acc: 1.000 - ETA: 4s - loss: 1.7031e-05 - acc: 1.000 - ETA: 3s - loss: 1.6214e-05 - acc: 1.000 - ETA: 3s - loss: 1.5469e-05 - acc: 1.000 - ETA: 3s - loss: 1.4954e-05 - acc: 1.000 - ETA: 3s - loss: 1.4552e-05 - acc: 1.000 - ETA: 3s - loss: 1.4136e-05 - acc: 1.000 - ETA: 3s - loss: 1.3577e-05 - acc: 1.000 - ETA: 3s - loss: 1.3185e-05 - acc: 1.000 - ETA: 3s - loss: 1.2696e-05 - acc: 1.000 - ETA: 3s - loss: 1.2384e-05 - acc: 1.000 - ETA: 3s - loss: 1.1955e-05 - acc: 1.000 - ETA: 3s - loss: 1.1655e-05 - acc: 1.000 - ETA: 3s - loss: 1.1289e-05 - acc: 1.000 - ETA: 3s - loss: 1.1034e-05 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - 5s 810us/step - loss: 0.0075 - acc: 0.9993 - val_loss: 1.4701 - val_acc: 0.8407 Epoch 00672: val_loss did not improve from 0.55729 Epoch 673/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6556e-06 - acc: 1.000 - ETA: 5s - loss: 9.0753e-07 - acc: 1.000 - ETA: 5s - loss: 7.2775e-07 - acc: 1.000 - ETA: 4s - loss: 5.7143e-07 - acc: 1.000 - ETA: 5s - loss: 4.9904e-07 - acc: 1.000 - ETA: 4s - loss: 4.5234e-07 - acc: 1.000 - ETA: 4s - loss: 9.2752e-06 - acc: 1.000 - ETA: 4s - loss: 8.0143e-06 - acc: 1.000 - ETA: 4s - loss: 7.0594e-06 - acc: 1.000 - ETA: 4s - loss: 6.6787e-06 - acc: 1.000 - ETA: 4s - loss: 6.1898e-06 - acc: 1.000 - ETA: 4s - loss: 5.7476e-06 - acc: 1.000 - ETA: 4s - loss: 5.4846e-06 - acc: 1.000 - ETA: 4s - loss: 5.0953e-06 - acc: 1.000 - ETA: 4s - loss: 4.7979e-06 - acc: 1.000 - ETA: 4s - loss: 4.5771e-06 - acc: 1.000 - ETA: 4s - loss: 4.8250e-06 - acc: 1.000 - ETA: 4s - loss: 4.6079e-06 - acc: 1.000 - ETA: 4s - loss: 4.4099e-06 - acc: 1.000 - ETA: 4s - loss: 4.1820e-06 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9993 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 801us/step - loss: 0.0152 - acc: 0.9985 - val_loss: 1.4664 - val_acc: 0.8443 Epoch 00673: val_loss did not improve from 0.55729 Epoch 674/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0812 - acc: 0.9875 - ETA: 5s - loss: 0.0406 - acc: 0.993 - ETA: 4s - loss: 0.0271 - acc: 0.995 - ETA: 4s - loss: 0.0203 - acc: 0.996 - ETA: 4s - loss: 0.0578 - acc: 0.994 - ETA: 4s - loss: 0.0477 - acc: 0.995 - ETA: 4s - loss: 0.0407 - acc: 0.996 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0323 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 800us/step - loss: 0.0138 - acc: 0.9987 - val_loss: 1.5028 - val_acc: 0.8491 Epoch 00674: val_loss did not improve from 0.55729 Epoch 675/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5928e-07 - acc: 1.000 - ETA: 4s - loss: 2.3365e-07 - acc: 1.000 - ETA: 5s - loss: 2.3171e-07 - acc: 1.000 - ETA: 4s - loss: 3.4308e-06 - acc: 1.000 - ETA: 4s - loss: 2.8258e-06 - acc: 1.000 - ETA: 4s - loss: 2.3985e-06 - acc: 1.000 - ETA: 4s - loss: 6.9515e-06 - acc: 1.000 - ETA: 4s - loss: 6.0224e-06 - acc: 1.000 - ETA: 4s - loss: 5.4414e-06 - acc: 1.000 - ETA: 4s - loss: 4.8835e-06 - acc: 1.000 - ETA: 4s - loss: 4.4508e-06 - acc: 1.000 - ETA: 4s - loss: 4.3323e-06 - acc: 1.000 - ETA: 4s - loss: 3.9727e-06 - acc: 1.000 - ETA: 4s - loss: 3.7686e-06 - acc: 1.000 - ETA: 4s - loss: 3.4986e-06 - acc: 1.000 - ETA: 4s - loss: 3.5886e-06 - acc: 1.000 - ETA: 4s - loss: 7.2629e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9992 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5258e-04 - acc: 0.999 - ETA: 3s - loss: 9.1449e-04 - acc: 0.999 - ETA: 3s - loss: 8.6820e-04 - acc: 0.999 - ETA: 3s - loss: 8.3722e-04 - acc: 0.999 - ETA: 3s - loss: 8.5482e-04 - acc: 0.999 - ETA: 3s - loss: 8.1831e-04 - acc: 0.999 - ETA: 3s - loss: 7.8356e-04 - acc: 0.999 - ETA: 3s - loss: 7.7602e-04 - acc: 0.999 - ETA: 3s - loss: 7.5304e-04 - acc: 0.999 - ETA: 3s - loss: 7.2437e-04 - acc: 0.999 - ETA: 3s - loss: 6.9790e-04 - acc: 0.999 - ETA: 3s - loss: 6.7935e-04 - acc: 0.999 - ETA: 3s - loss: 6.5593e-04 - acc: 0.999 - ETA: 3s - loss: 6.3407e-04 - acc: 0.999 - ETA: 3s - loss: 6.1863e-04 - acc: 0.999 - ETA: 3s - loss: 5.9933e-04 - acc: 0.999 - ETA: 3s - loss: 5.8104e-04 - acc: 0.999 - ETA: 3s - loss: 5.7294e-04 - acc: 0.999 - ETA: 2s - loss: 5.5646e-04 - acc: 0.999 - ETA: 2s - loss: 5.4472e-04 - acc: 0.999 - ETA: 2s - loss: 5.2980e-04 - acc: 0.999 - ETA: 2s - loss: 5.1570e-04 - acc: 0.999 - ETA: 2s - loss: 5.0231e-04 - acc: 0.999 - ETA: 2s - loss: 4.8983e-04 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.9994 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 793us/step - loss: 0.0107 - acc: 0.9988 - val_loss: 1.4903 - val_acc: 0.8527 Epoch 00675: val_loss did not improve from 0.55729 Epoch 676/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.5409e-05 - acc: 1.000 - ETA: 5s - loss: 8.8296e-06 - acc: 1.000 - ETA: 4s - loss: 6.1589e-06 - acc: 1.000 - ETA: 4s - loss: 1.8429e-05 - acc: 1.000 - ETA: 4s - loss: 1.4942e-05 - acc: 1.000 - ETA: 4s - loss: 1.3805e-05 - acc: 1.000 - ETA: 4s - loss: 3.2604e-05 - acc: 1.000 - ETA: 4s - loss: 2.9027e-05 - acc: 1.000 - ETA: 4s - loss: 0.0347 - acc: 0.9972 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0284 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 794us/step - loss: 0.0083 - acc: 0.9990 - val_loss: 1.4242 - val_acc: 0.8491 Epoch 00676: val_loss did not improve from 0.55729 Epoch 677/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.7828e-04 - acc: 1.000 - ETA: 5s - loss: 3.8464e-04 - acc: 1.000 - ETA: 4s - loss: 4.5224e-04 - acc: 1.000 - ETA: 4s - loss: 3.6748e-04 - acc: 1.000 - ETA: 4s - loss: 2.9401e-04 - acc: 1.000 - ETA: 4s - loss: 2.4519e-04 - acc: 1.000 - ETA: 4s - loss: 2.1983e-04 - acc: 1.000 - ETA: 4s - loss: 2.5190e-04 - acc: 1.000 - ETA: 4s - loss: 2.2350e-04 - acc: 1.000 - ETA: 4s - loss: 2.0066e-04 - acc: 1.000 - ETA: 4s - loss: 2.6317e-04 - acc: 1.000 - ETA: 4s - loss: 2.4030e-04 - acc: 1.000 - ETA: 4s - loss: 2.2167e-04 - acc: 1.000 - ETA: 4s - loss: 2.0527e-04 - acc: 1.000 - ETA: 4s - loss: 1.9114e-04 - acc: 1.000 - ETA: 4s - loss: 1.8254e-04 - acc: 1.000 - ETA: 4s - loss: 1.7161e-04 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9993 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 795us/step - loss: 0.0098 - acc: 0.9987 - val_loss: 1.5203 - val_acc: 0.8479 Epoch 00677: val_loss did not improve from 0.55729 Epoch 678/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1008 - acc: 0.993 - ETA: 4s - loss: 0.0675 - acc: 0.995 - ETA: 4s - loss: 0.0506 - acc: 0.996 - ETA: 4s - loss: 0.0427 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0444 - acc: 0.995 - ETA: 4s - loss: 0.0398 - acc: 0.996 - ETA: 4s - loss: 0.0360 - acc: 0.996 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 795us/step - loss: 0.0102 - acc: 0.9988 - val_loss: 1.4297 - val_acc: 0.8491 Epoch 00678: val_loss did not improve from 0.55729 Epoch 679/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2382e-06 - acc: 1.000 - ETA: 5s - loss: 4.9796e-06 - acc: 1.000 - ETA: 5s - loss: 4.7981e-06 - acc: 1.000 - ETA: 4s - loss: 4.9415e-06 - acc: 1.000 - ETA: 4s - loss: 0.0290 - acc: 0.9969 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - 5s 796us/step - loss: 0.0162 - acc: 0.9982 - val_loss: 1.4848 - val_acc: 0.8587 Epoch 00679: val_loss did not improve from 0.55729 Epoch 680/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.6373e-05 - acc: 1.000 - ETA: 5s - loss: 0.3133 - acc: 0.9800 - ETA: 5s - loss: 0.1959 - acc: 0.987 - ETA: 5s - loss: 0.1306 - acc: 0.991 - ETA: 4s - loss: 0.1483 - acc: 0.990 - ETA: 4s - loss: 0.1186 - acc: 0.992 - ETA: 4s - loss: 0.0989 - acc: 0.993 - ETA: 4s - loss: 0.0879 - acc: 0.994 - ETA: 4s - loss: 0.0765 - acc: 0.995 - ETA: 4s - loss: 0.0698 - acc: 0.995 - ETA: 4s - loss: 0.0624 - acc: 0.996 - ETA: 4s - loss: 0.0565 - acc: 0.996 - ETA: 4s - loss: 0.0516 - acc: 0.996 - ETA: 4s - loss: 0.0484 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0456 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.996 - ETA: 4s - loss: 0.0407 - acc: 0.996 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0363 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 796us/step - loss: 0.0128 - acc: 0.9987 - val_loss: 1.4583 - val_acc: 0.8551 Epoch 00680: val_loss did not improve from 0.55729 Epoch 681/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6272e-06 - acc: 1.000 - ETA: 5s - loss: 5.2229e-07 - acc: 1.000 - ETA: 5s - loss: 3.7721e-06 - acc: 1.000 - ETA: 5s - loss: 3.1462e-06 - acc: 1.000 - ETA: 4s - loss: 5.8096e-06 - acc: 1.000 - ETA: 4s - loss: 4.6308e-06 - acc: 1.000 - ETA: 4s - loss: 3.8653e-06 - acc: 1.000 - ETA: 4s - loss: 3.3344e-06 - acc: 1.000 - ETA: 4s - loss: 2.9782e-06 - acc: 1.000 - ETA: 4s - loss: 2.7261e-06 - acc: 1.000 - ETA: 4s - loss: 7.2687e-05 - acc: 1.000 - ETA: 4s - loss: 6.6047e-05 - acc: 1.000 - ETA: 4s - loss: 6.0318e-05 - acc: 1.000 - ETA: 4s - loss: 5.5664e-05 - acc: 1.000 - ETA: 4s - loss: 5.2533e-05 - acc: 1.000 - ETA: 4s - loss: 5.1309e-04 - acc: 1.000 - ETA: 4s - loss: 4.8745e-04 - acc: 1.000 - ETA: 4s - loss: 4.5701e-04 - acc: 1.000 - ETA: 4s - loss: 4.3016e-04 - acc: 1.000 - ETA: 4s - loss: 4.3254e-04 - acc: 1.000 - ETA: 4s - loss: 4.2066e-04 - acc: 1.000 - ETA: 3s - loss: 5.8709e-04 - acc: 1.000 - ETA: 3s - loss: 5.6657e-04 - acc: 1.000 - ETA: 3s - loss: 5.4024e-04 - acc: 1.000 - ETA: 3s - loss: 5.1624e-04 - acc: 1.000 - ETA: 3s - loss: 4.9959e-04 - acc: 1.000 - ETA: 3s - loss: 4.8003e-04 - acc: 1.000 - ETA: 3s - loss: 4.6103e-04 - acc: 1.000 - ETA: 3s - loss: 4.4352e-04 - acc: 1.000 - ETA: 3s - loss: 4.2812e-04 - acc: 1.000 - ETA: 3s - loss: 4.1302e-04 - acc: 1.000 - ETA: 3s - loss: 4.0238e-04 - acc: 1.000 - ETA: 3s - loss: 3.9648e-04 - acc: 1.000 - ETA: 3s - loss: 3.8370e-04 - acc: 1.000 - ETA: 3s - loss: 4.6427e-04 - acc: 1.000 - ETA: 3s - loss: 4.5368e-04 - acc: 1.000 - ETA: 3s - loss: 4.4024e-04 - acc: 1.000 - ETA: 3s - loss: 4.2761e-04 - acc: 1.000 - ETA: 2s - loss: 4.1897e-04 - acc: 1.000 - ETA: 2s - loss: 8.4373e-04 - acc: 0.999 - ETA: 2s - loss: 8.4007e-04 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.9994 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 802us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.4724 - val_acc: 0.8503 Epoch 00681: val_loss did not improve from 0.55729 Epoch 682/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.2718e-07 - acc: 1.000 - ETA: 5s - loss: 3.4915e-05 - acc: 1.000 - ETA: 5s - loss: 2.0820e-05 - acc: 1.000 - ETA: 4s - loss: 1.7264e-05 - acc: 1.000 - ETA: 4s - loss: 1.0183e-04 - acc: 1.000 - ETA: 4s - loss: 8.1261e-05 - acc: 1.000 - ETA: 4s - loss: 6.7921e-05 - acc: 1.000 - ETA: 4s - loss: 6.3437e-05 - acc: 1.000 - ETA: 4s - loss: 5.5312e-05 - acc: 1.000 - ETA: 4s - loss: 4.9141e-05 - acc: 1.000 - ETA: 4s - loss: 4.5486e-05 - acc: 1.000 - ETA: 4s - loss: 4.1119e-05 - acc: 1.000 - ETA: 4s - loss: 3.7528e-05 - acc: 1.000 - ETA: 4s - loss: 3.5121e-05 - acc: 1.000 - ETA: 4s - loss: 3.6873e-05 - acc: 1.000 - ETA: 4s - loss: 3.4446e-05 - acc: 1.000 - ETA: 4s - loss: 3.2860e-05 - acc: 1.000 - ETA: 4s - loss: 4.0201e-05 - acc: 1.000 - ETA: 4s - loss: 3.9318e-05 - acc: 1.000 - ETA: 4s - loss: 3.7146e-05 - acc: 1.000 - ETA: 4s - loss: 3.5750e-05 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9994 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 812us/step - loss: 0.0152 - acc: 0.9985 - val_loss: 1.5092 - val_acc: 0.8479 Epoch 00683: val_loss did not improve from 0.55729 Epoch 684/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 2.2622e-04 - acc: 1.000 - ETA: 5s - loss: 1.2574e-04 - acc: 1.000 - ETA: 5s - loss: 9.4518e-05 - acc: 1.000 - ETA: 4s - loss: 7.0988e-05 - acc: 1.000 - ETA: 4s - loss: 5.9852e-05 - acc: 1.000 - ETA: 4s - loss: 1.4853e-04 - acc: 1.000 - ETA: 4s - loss: 1.3148e-04 - acc: 1.000 - ETA: 4s - loss: 1.1398e-04 - acc: 1.000 - ETA: 4s - loss: 1.0059e-04 - acc: 1.000 - ETA: 4s - loss: 9.2472e-05 - acc: 1.000 - ETA: 4s - loss: 8.3467e-05 - acc: 1.000 - ETA: 4s - loss: 7.6099e-05 - acc: 1.000 - ETA: 4s - loss: 7.1444e-05 - acc: 1.000 - ETA: 4s - loss: 6.7249e-05 - acc: 1.000 - ETA: 4s - loss: 6.2387e-05 - acc: 1.000 - ETA: 4s - loss: 5.9189e-05 - acc: 1.000 - ETA: 4s - loss: 5.5436e-05 - acc: 1.000 - ETA: 4s - loss: 5.2084e-05 - acc: 1.000 - ETA: 4s - loss: 4.9965e-05 - acc: 1.000 - ETA: 4s - loss: 4.7351e-05 - acc: 1.000 - ETA: 4s - loss: 4.4986e-05 - acc: 1.000 - ETA: 3s - loss: 4.2884e-05 - acc: 1.000 - ETA: 3s - loss: 4.1357e-05 - acc: 1.000 - ETA: 3s - loss: 3.9759e-05 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 800us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.4178 - val_acc: 0.8599 Epoch 00684: val_loss did not improve from 0.55729 Epoch 685/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 3.2150e-07 - acc: 1.000 - ETA: 4s - loss: 2.7841e-07 - acc: 1.000 - ETA: 4s - loss: 2.5133e-07 - acc: 1.000 - ETA: 4s - loss: 2.6587e-07 - acc: 1.000 - ETA: 4s - loss: 9.9173e-07 - acc: 1.000 - ETA: 4s - loss: 9.2819e-07 - acc: 1.000 - ETA: 4s - loss: 8.2033e-07 - acc: 1.000 - ETA: 4s - loss: 7.4222e-07 - acc: 1.000 - ETA: 4s - loss: 7.9932e-07 - acc: 1.000 - ETA: 4s - loss: 7.3486e-07 - acc: 1.000 - ETA: 4s - loss: 6.9302e-07 - acc: 1.000 - ETA: 4s - loss: 6.4800e-07 - acc: 1.000 - ETA: 4s - loss: 1.1908e-05 - acc: 1.000 - ETA: 4s - loss: 1.2371e-05 - acc: 1.000 - ETA: 4s - loss: 3.1145e-05 - acc: 1.000 - ETA: 4s - loss: 3.0921e-05 - acc: 1.000 - ETA: 4s - loss: 3.4801e-05 - acc: 1.000 - ETA: 4s - loss: 3.4140e-05 - acc: 1.000 - ETA: 4s - loss: 3.2301e-05 - acc: 1.000 - ETA: 4s - loss: 3.1014e-05 - acc: 1.000 - ETA: 4s - loss: 4.5027e-05 - acc: 1.000 - ETA: 3s - loss: 4.2863e-05 - acc: 1.000 - ETA: 3s - loss: 4.2193e-05 - acc: 1.000 - ETA: 3s - loss: 4.0324e-05 - acc: 1.000 - ETA: 3s - loss: 3.8638e-05 - acc: 1.000 - ETA: 3s - loss: 3.7449e-05 - acc: 1.000 - ETA: 3s - loss: 8.0768e-05 - acc: 1.000 - ETA: 3s - loss: 7.7980e-05 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - 5s 800us/step - loss: 0.0166 - acc: 0.9987 - val_loss: 1.4989 - val_acc: 0.8515 Epoch 00685: val_loss did not improve from 0.55729 Epoch 686/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 3.2902e-07 - acc: 1.000 - ETA: 5s - loss: 2.3908e-07 - acc: 1.000 - ETA: 4s - loss: 3.1843e-07 - acc: 1.000 - ETA: 4s - loss: 2.8107e-07 - acc: 1.000 - ETA: 4s - loss: 2.5496e-07 - acc: 1.000 - ETA: 4s - loss: 3.8666e-07 - acc: 1.000 - ETA: 4s - loss: 3.4847e-07 - acc: 1.000 - ETA: 4s - loss: 3.2584e-07 - acc: 1.000 - ETA: 4s - loss: 3.0162e-07 - acc: 1.000 - ETA: 4s - loss: 3.0665e-07 - acc: 1.000 - ETA: 4s - loss: 3.4912e-07 - acc: 1.000 - ETA: 4s - loss: 4.7438e-07 - acc: 1.000 - ETA: 4s - loss: 4.4686e-07 - acc: 1.000 - ETA: 4s - loss: 4.2337e-07 - acc: 1.000 - ETA: 4s - loss: 4.0347e-07 - acc: 1.000 - ETA: 4s - loss: 3.9242e-07 - acc: 1.000 - ETA: 4s - loss: 3.7680e-07 - acc: 1.000 - ETA: 4s - loss: 1.2274e-06 - acc: 1.000 - ETA: 4s - loss: 1.1675e-06 - acc: 1.000 - ETA: 3s - loss: 1.1262e-06 - acc: 1.000 - ETA: 3s - loss: 1.0758e-06 - acc: 1.000 - ETA: 3s - loss: 1.0308e-06 - acc: 1.000 - ETA: 3s - loss: 9.9101e-07 - acc: 1.000 - ETA: 3s - loss: 9.6250e-07 - acc: 1.000 - ETA: 3s - loss: 9.3088e-07 - acc: 1.000 - ETA: 3s - loss: 8.9968e-07 - acc: 1.000 - ETA: 3s - loss: 1.7445e-06 - acc: 1.000 - ETA: 3s - loss: 2.0581e-04 - acc: 1.000 - ETA: 3s - loss: 1.9833e-04 - acc: 1.000 - ETA: 3s - loss: 1.9313e-04 - acc: 1.000 - ETA: 3s - loss: 1.8656e-04 - acc: 1.000 - ETA: 3s - loss: 1.8190e-04 - acc: 1.000 - ETA: 3s - loss: 1.7604e-04 - acc: 1.000 - ETA: 3s - loss: 1.7054e-04 - acc: 1.000 - ETA: 3s - loss: 1.6665e-04 - acc: 1.000 - ETA: 3s - loss: 0.0035 - acc: 0.9996 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 798us/step - loss: 0.0136 - acc: 0.9990 - val_loss: 1.4410 - val_acc: 0.8515 Epoch 00686: val_loss did not improve from 0.55729 Epoch 687/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.5102e-07 - acc: 1.000 - ETA: 5s - loss: 5.4644e-06 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9937 - ETA: 4s - loss: 0.0059 - acc: 0.995 - ETA: 4s - loss: 0.0047 - acc: 0.996 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0142 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0129 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0118 - acc: 0.997 - ETA: 3s - loss: 0.0114 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 794us/step - loss: 0.0112 - acc: 0.9984 - val_loss: 1.5869 - val_acc: 0.8407 Epoch 00687: val_loss did not improve from 0.55729 Epoch 688/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.4302e-06 - acc: 1.000 - ETA: 4s - loss: 0.1266 - acc: 0.9900 - ETA: 5s - loss: 0.0791 - acc: 0.993 - ETA: 4s - loss: 0.0527 - acc: 0.995 - ETA: 4s - loss: 0.0397 - acc: 0.996 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0160 - acc: 0.997 - ETA: 1s - loss: 0.0162 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0156 - acc: 0.997 - ETA: 1s - loss: 0.0154 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0145 - acc: 0.997 - ETA: 1s - loss: 0.0142 - acc: 0.997 - ETA: 1s - loss: 0.0140 - acc: 0.997 - ETA: 1s - loss: 0.0138 - acc: 0.997 - ETA: 1s - loss: 0.0135 - acc: 0.997 - ETA: 1s - loss: 0.0133 - acc: 0.997 - ETA: 1s - loss: 0.0132 - acc: 0.997 - ETA: 1s - loss: 0.0130 - acc: 0.997 - ETA: 1s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.997 - ETA: 0s - loss: 0.0120 - acc: 0.997 - ETA: 0s - loss: 0.0133 - acc: 0.997 - ETA: 0s - loss: 0.0131 - acc: 0.997 - ETA: 0s - loss: 0.0129 - acc: 0.997 - ETA: 0s - loss: 0.0128 - acc: 0.997 - ETA: 0s - loss: 0.0126 - acc: 0.997 - ETA: 0s - loss: 0.0125 - acc: 0.997 - ETA: 0s - loss: 0.0123 - acc: 0.997 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 794us/step - loss: 0.0117 - acc: 0.9981 - val_loss: 1.5598 - val_acc: 0.8419 Epoch 00688: val_loss did not improve from 0.55729 Epoch 689/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.2292e-07 - acc: 1.000 - ETA: 5s - loss: 2.5705e-07 - acc: 1.000 - ETA: 4s - loss: 2.2805e-06 - acc: 1.000 - ETA: 4s - loss: 3.5104e-06 - acc: 1.000 - ETA: 4s - loss: 3.1964e-06 - acc: 1.000 - ETA: 4s - loss: 2.6619e-06 - acc: 1.000 - ETA: 4s - loss: 3.9909e-05 - acc: 1.000 - ETA: 4s - loss: 3.4939e-05 - acc: 1.000 - ETA: 4s - loss: 3.1878e-05 - acc: 1.000 - ETA: 4s - loss: 0.0211 - acc: 0.9987 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 794us/step - loss: 0.0128 - acc: 0.9987 - val_loss: 1.5188 - val_acc: 0.8515 Epoch 00689: val_loss did not improve from 0.55729 Epoch 690/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 2.2471e-05 - acc: 1.000 - ETA: 4s - loss: 1.5646e-05 - acc: 1.000 - ETA: 4s - loss: 1.3377e-05 - acc: 1.000 - ETA: 4s - loss: 1.7465e-05 - acc: 1.000 - ETA: 4s - loss: 1.5248e-05 - acc: 1.000 - ETA: 4s - loss: 1.3022e-05 - acc: 1.000 - ETA: 4s - loss: 1.1357e-05 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 794us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5143 - val_acc: 0.8407 Epoch 00690: val_loss did not improve from 0.55729 Epoch 691/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 2.4401e-07 - acc: 1.000 - ETA: 4s - loss: 2.0841e-06 - acc: 1.000 - ETA: 4s - loss: 1.6065e-06 - acc: 1.000 - ETA: 4s - loss: 1.5721e-06 - acc: 1.000 - ETA: 4s - loss: 1.3326e-06 - acc: 1.000 - ETA: 4s - loss: 1.1989e-06 - acc: 1.000 - ETA: 4s - loss: 1.1063e-06 - acc: 1.000 - ETA: 4s - loss: 1.0032e-06 - acc: 1.000 - ETA: 4s - loss: 1.2912e-06 - acc: 1.000 - ETA: 4s - loss: 1.2417e-06 - acc: 1.000 - ETA: 4s - loss: 1.1673e-06 - acc: 1.000 - ETA: 4s - loss: 1.1007e-06 - acc: 1.000 - ETA: 4s - loss: 1.0266e-06 - acc: 1.000 - ETA: 4s - loss: 1.6080e-06 - acc: 1.000 - ETA: 4s - loss: 1.5087e-06 - acc: 1.000 - ETA: 4s - loss: 1.4406e-06 - acc: 1.000 - ETA: 4s - loss: 0.0084 - acc: 0.9993 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 793us/step - loss: 0.0154 - acc: 0.9985 - val_loss: 1.4525 - val_acc: 0.8479 Epoch 00691: val_loss did not improve from 0.55729 Epoch 692/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.8885e-05 - acc: 1.000 - ETA: 5s - loss: 1.0681e-05 - acc: 1.000 - ETA: 4s - loss: 8.2810e-06 - acc: 1.000 - ETA: 4s - loss: 0.0123 - acc: 0.9971 - ETA: 4s - loss: 0.0416 - acc: 0.995 - ETA: 4s - loss: 0.0364 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.997 - 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acc: 0.997 - ETA: 2s - loss: 0.0253 - acc: 0.997 - ETA: 2s - loss: 0.0246 - acc: 0.997 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - 5s 794us/step - loss: 0.0158 - acc: 0.9984 - val_loss: 1.4784 - val_acc: 0.8491 Epoch 00692: val_loss did not improve from 0.55729 Epoch 693/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.5775e-06 - acc: 1.000 - ETA: 5s - loss: 3.5392e-06 - acc: 1.000 - ETA: 4s - loss: 3.5393e-06 - acc: 1.000 - ETA: 4s - loss: 2.9812e-06 - acc: 1.000 - ETA: 4s - loss: 2.5301e-06 - acc: 1.000 - ETA: 4s - loss: 2.1108e-06 - acc: 1.000 - ETA: 4s - loss: 1.8811e-06 - acc: 1.000 - ETA: 4s - loss: 1.6509e-06 - acc: 1.000 - ETA: 4s - loss: 1.4829e-06 - acc: 1.000 - ETA: 4s - loss: 1.4371e-06 - acc: 1.000 - ETA: 4s - loss: 1.3106e-06 - acc: 1.000 - ETA: 4s - loss: 1.2362e-06 - acc: 1.000 - ETA: 4s - loss: 1.1874e-06 - acc: 1.000 - ETA: 4s - loss: 3.0909e-06 - acc: 1.000 - ETA: 4s - loss: 2.9290e-06 - acc: 1.000 - ETA: 4s - loss: 2.7387e-06 - acc: 1.000 - ETA: 4s - loss: 2.6140e-06 - acc: 1.000 - ETA: 4s - loss: 2.4703e-06 - acc: 1.000 - ETA: 4s - loss: 2.3425e-06 - acc: 1.000 - ETA: 4s - loss: 2.2441e-06 - acc: 1.000 - ETA: 3s - loss: 2.1793e-06 - acc: 1.000 - ETA: 3s - loss: 2.0947e-06 - acc: 1.000 - ETA: 3s - loss: 2.0252e-06 - acc: 1.000 - ETA: 3s - loss: 1.9808e-06 - acc: 1.000 - ETA: 3s - loss: 1.9009e-06 - acc: 1.000 - ETA: 3s - loss: 2.6347e-06 - acc: 1.000 - ETA: 3s - loss: 2.5585e-06 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 798us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5126 - val_acc: 0.8515 Epoch 00693: val_loss did not improve from 0.55729 Epoch 694/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3784e-07 - acc: 1.000 - ETA: 5s - loss: 1.5389e-07 - acc: 1.000 - ETA: 4s - loss: 1.5179e-07 - acc: 1.000 - ETA: 5s - loss: 0.0448 - acc: 0.9972 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0245 - acc: 0.998 - ETA: 2s - loss: 0.0240 - acc: 0.998 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 1s - loss: 0.0232 - acc: 0.998 - ETA: 1s - loss: 0.0229 - acc: 0.998 - ETA: 1s - loss: 0.0225 - acc: 0.998 - ETA: 1s - loss: 0.0222 - acc: 0.998 - ETA: 1s - loss: 0.0218 - acc: 0.998 - ETA: 1s - loss: 0.0215 - acc: 0.998 - ETA: 1s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0208 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 813us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.4651 - val_acc: 0.8443 Epoch 00694: val_loss did not improve from 0.55729 Epoch 695/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2425e-07 - acc: 1.000 - ETA: 5s - loss: 2.4736e-07 - acc: 1.000 - ETA: 5s - loss: 0.0078 - acc: 0.9958 - ETA: 5s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0134 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0119 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0113 - acc: 0.997 - ETA: 3s - loss: 0.0111 - acc: 0.997 - ETA: 3s - loss: 0.0107 - acc: 0.997 - ETA: 2s - loss: 0.0104 - acc: 0.997 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 813us/step - loss: 0.0113 - acc: 0.9984 - val_loss: 1.5215 - val_acc: 0.8479 Epoch 00695: val_loss did not improve from 0.55729 Epoch 696/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 3.7313e-07 - acc: 1.000 - ETA: 5s - loss: 1.7666e-06 - acc: 1.000 - ETA: 5s - loss: 0.0307 - acc: 0.9955 - ETA: 5s - loss: 0.0227 - acc: 0.996 - ETA: 5s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0375 - acc: 0.996 - ETA: 4s - loss: 0.0340 - acc: 0.996 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 6s 847us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.4743 - val_acc: 0.8539 Epoch 00696: val_loss did not improve from 0.55729 Epoch 697/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1483e-04 - acc: 1.000 - ETA: 5s - loss: 4.1663e-04 - acc: 1.000 - ETA: 5s - loss: 2.3940e-04 - acc: 1.000 - ETA: 5s - loss: 1.6766e-04 - acc: 1.000 - ETA: 5s - loss: 1.2900e-04 - acc: 1.000 - ETA: 5s - loss: 1.0496e-04 - acc: 1.000 - ETA: 5s - loss: 8.8869e-05 - acc: 1.000 - ETA: 5s - loss: 7.7771e-05 - acc: 1.000 - ETA: 5s - loss: 7.1986e-05 - acc: 1.000 - ETA: 5s - loss: 6.9395e-05 - acc: 1.000 - ETA: 5s - loss: 6.2712e-05 - acc: 1.000 - ETA: 5s - loss: 5.7192e-05 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9987 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 6s 828us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.4421 - val_acc: 0.8539 Epoch 00697: val_loss did not improve from 0.55729 Epoch 698/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.0696e-07 - acc: 1.000 - ETA: 5s - loss: 3.0920e-07 - acc: 1.000 - ETA: 5s - loss: 2.4012e-07 - acc: 1.000 - ETA: 5s - loss: 2.2531e-07 - acc: 1.000 - ETA: 5s - loss: 2.0478e-07 - acc: 1.000 - ETA: 5s - loss: 1.8968e-07 - acc: 1.000 - ETA: 5s - loss: 1.8060e-07 - acc: 1.000 - ETA: 5s - loss: 1.8374e-07 - acc: 1.000 - ETA: 5s - loss: 1.7940e-05 - acc: 1.000 - ETA: 4s - loss: 1.6173e-05 - acc: 1.000 - ETA: 4s - loss: 1.4289e-05 - acc: 1.000 - ETA: 4s - loss: 1.3225e-05 - acc: 1.000 - ETA: 4s - loss: 1.2247e-05 - acc: 1.000 - ETA: 4s - loss: 1.1145e-05 - acc: 1.000 - ETA: 4s - loss: 1.0441e-05 - acc: 1.000 - ETA: 4s - loss: 9.8261e-06 - acc: 1.000 - ETA: 4s - loss: 9.2767e-06 - acc: 1.000 - ETA: 4s - loss: 8.6393e-06 - acc: 1.000 - ETA: 4s - loss: 8.2602e-06 - acc: 1.000 - ETA: 4s - loss: 7.8768e-06 - acc: 1.000 - ETA: 4s - loss: 7.5241e-06 - acc: 1.000 - ETA: 4s - loss: 7.2023e-06 - acc: 1.000 - ETA: 4s - loss: 6.9072e-06 - acc: 1.000 - ETA: 4s - loss: 6.6359e-06 - acc: 1.000 - ETA: 4s - loss: 1.0247e-05 - acc: 1.000 - ETA: 4s - loss: 1.5958e-05 - acc: 1.000 - ETA: 4s - loss: 1.5449e-05 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9994 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 844us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.4953 - val_acc: 0.8467 Epoch 00698: val_loss did not improve from 0.55729 Epoch 699/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1740e-07 - acc: 1.000 - ETA: 5s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 7.4354e-05 - acc: 1.000 - ETA: 5s - loss: 5.8662e-05 - acc: 1.000 - ETA: 5s - loss: 5.4669e-05 - acc: 1.000 - ETA: 5s - loss: 4.6685e-05 - acc: 1.000 - ETA: 5s - loss: 4.0621e-05 - acc: 1.000 - ETA: 5s - loss: 3.6008e-05 - acc: 1.000 - ETA: 5s - loss: 3.2321e-05 - acc: 1.000 - ETA: 4s - loss: 2.8704e-05 - acc: 1.000 - ETA: 4s - loss: 2.6339e-05 - acc: 1.000 - ETA: 4s - loss: 2.4323e-05 - acc: 1.000 - ETA: 4s - loss: 2.2753e-05 - acc: 1.000 - ETA: 4s - loss: 2.0799e-05 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9990 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 6s 862us/step - loss: 0.0143 - acc: 0.9987 - val_loss: 1.5242 - val_acc: 0.8431 Epoch 00699: val_loss did not improve from 0.55729 Epoch 700/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5944e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 8.1305e-04 - acc: 1.000 - ETA: 5s - loss: 6.3885e-04 - acc: 1.000 - ETA: 5s - loss: 4.9751e-04 - acc: 1.000 - ETA: 4s - loss: 4.0708e-04 - acc: 1.000 - ETA: 4s - loss: 3.5829e-04 - acc: 1.000 - ETA: 4s - loss: 3.0889e-04 - acc: 1.000 - ETA: 4s - loss: 2.7149e-04 - acc: 1.000 - ETA: 4s - loss: 2.4227e-04 - acc: 1.000 - ETA: 4s - loss: 2.1952e-04 - acc: 1.000 - ETA: 4s - loss: 2.0456e-04 - acc: 1.000 - ETA: 4s - loss: 1.8753e-04 - acc: 1.000 - ETA: 4s - loss: 1.7315e-04 - acc: 1.000 - ETA: 4s - loss: 1.6079e-04 - acc: 1.000 - ETA: 4s - loss: 1.5008e-04 - acc: 1.000 - ETA: 4s - loss: 1.4294e-04 - acc: 1.000 - ETA: 4s - loss: 1.3512e-04 - acc: 1.000 - ETA: 4s - loss: 1.2752e-04 - acc: 1.000 - ETA: 4s - loss: 1.2236e-04 - acc: 1.000 - ETA: 3s - loss: 1.1609e-04 - acc: 1.000 - ETA: 3s - loss: 1.1044e-04 - acc: 1.000 - ETA: 3s - loss: 9.8322e-04 - acc: 0.999 - ETA: 3s - loss: 9.4020e-04 - acc: 0.999 - ETA: 3s - loss: 9.0759e-04 - acc: 0.999 - ETA: 3s - loss: 8.7953e-04 - acc: 0.999 - ETA: 3s - loss: 8.4470e-04 - acc: 0.999 - ETA: 3s - loss: 8.1287e-04 - acc: 0.999 - ETA: 3s - loss: 7.8313e-04 - acc: 0.999 - ETA: 3s - loss: 7.5542e-04 - acc: 0.999 - ETA: 3s - loss: 7.3599e-04 - acc: 0.999 - ETA: 3s - loss: 7.1150e-04 - acc: 0.999 - ETA: 3s - loss: 6.8855e-04 - acc: 0.999 - ETA: 3s - loss: 6.6704e-04 - acc: 0.999 - ETA: 3s - loss: 6.4683e-04 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.9993 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 793us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4841 - val_acc: 0.8419 Epoch 00700: val_loss did not improve from 0.55729 Epoch 701/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0491e-06 - acc: 1.000 - ETA: 5s - loss: 1.2021e-05 - acc: 1.000 - ETA: 4s - loss: 8.1225e-06 - acc: 1.000 - ETA: 4s - loss: 6.5199e-06 - acc: 1.000 - ETA: 4s - loss: 2.0316e-05 - acc: 1.000 - ETA: 4s - loss: 1.6847e-05 - acc: 1.000 - ETA: 4s - loss: 1.4429e-05 - acc: 1.000 - ETA: 4s - loss: 1.2586e-05 - acc: 1.000 - ETA: 4s - loss: 1.1658e-05 - acc: 1.000 - ETA: 4s - loss: 2.5222e-05 - acc: 1.000 - ETA: 4s - loss: 3.6547e-04 - acc: 1.000 - ETA: 4s - loss: 3.4112e-04 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9990 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 803us/step - loss: 0.0116 - acc: 0.9987 - val_loss: 1.4746 - val_acc: 0.8551 Epoch 00701: val_loss did not improve from 0.55729 Epoch 702/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4456e-05 - acc: 1.000 - ETA: 5s - loss: 0.0232 - acc: 0.9875 - ETA: 5s - loss: 0.0116 - acc: 0.993 - ETA: 5s - loss: 0.0084 - acc: 0.995 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 5s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 6s 849us/step - loss: 0.0100 - acc: 0.9991 - val_loss: 1.4607 - val_acc: 0.8455 Epoch 00702: val_loss did not improve from 0.55729 Epoch 703/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.2241e-07 - acc: 1.000 - ETA: 5s - loss: 6.3480e-07 - acc: 1.000 - ETA: 5s - loss: 1.0789e-06 - acc: 1.000 - ETA: 5s - loss: 1.3219e-06 - acc: 1.000 - ETA: 5s - loss: 1.0968e-06 - acc: 1.000 - ETA: 5s - loss: 1.0721e-06 - acc: 1.000 - ETA: 5s - loss: 9.5804e-07 - acc: 1.000 - ETA: 5s - loss: 8.6430e-07 - acc: 1.000 - ETA: 5s - loss: 7.8521e-07 - acc: 1.000 - ETA: 5s - loss: 8.3632e-07 - acc: 1.000 - ETA: 5s - loss: 8.0907e-07 - acc: 1.000 - ETA: 5s - loss: 7.9132e-07 - acc: 1.000 - ETA: 4s - loss: 7.4091e-07 - acc: 1.000 - ETA: 4s - loss: 1.0230e-06 - acc: 1.000 - ETA: 4s - loss: 1.1140e-06 - acc: 1.000 - ETA: 4s - loss: 1.1600e-06 - acc: 1.000 - ETA: 4s - loss: 1.1062e-06 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - 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acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 854us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.5423 - val_acc: 0.8311 Epoch 00703: val_loss did not improve from 0.55729 Epoch 704/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.8857e-06 - acc: 1.000 - ETA: 5s - loss: 3.6074e-06 - acc: 1.000 - ETA: 4s - loss: 3.5789e-04 - acc: 1.000 - ETA: 4s - loss: 2.6879e-04 - acc: 1.000 - ETA: 4s - loss: 2.2577e-04 - acc: 1.000 - ETA: 4s - loss: 1.8830e-04 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9981 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - 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acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 803us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.5316 - val_acc: 0.8527 Epoch 00705: val_loss did not improve from 0.55729 Epoch 706/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 5s - loss: 2.0210e-04 - acc: 1.000 - ETA: 5s - loss: 1.4702e-04 - acc: 1.000 - ETA: 5s - loss: 1.5105e-04 - acc: 1.000 - ETA: 5s - loss: 1.2590e-04 - acc: 1.000 - ETA: 4s - loss: 1.0308e-04 - 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acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 6s 894us/step - loss: 0.0130 - acc: 0.9984 - val_loss: 1.5758 - val_acc: 0.8491 Epoch 00707: val_loss did not improve from 0.55729 Epoch 708/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 6.3343e-06 - acc: 1.000 - ETA: 5s - loss: 1.7878e-05 - acc: 1.000 - ETA: 5s - loss: 1.2958e-05 - acc: 1.000 - ETA: 5s - loss: 9.9994e-06 - acc: 1.000 - ETA: 5s - loss: 8.3665e-06 - acc: 1.000 - ETA: 5s - loss: 7.0649e-06 - acc: 1.000 - ETA: 5s - loss: 6.1264e-06 - acc: 1.000 - ETA: 5s - loss: 5.4120e-06 - acc: 1.000 - ETA: 5s - loss: 0.0288 - acc: 0.9982 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0202 - acc: 0.998 - 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acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 6s 898us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.6012 - val_acc: 0.8407 Epoch 00708: val_loss did not improve from 0.55729 Epoch 709/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 2.1309e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.1465 - acc: 0.990 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0948 - acc: 0.994 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0701 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0556 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0461 - acc: 0.997 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0393 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 6s 894us/step - loss: 0.0092 - acc: 0.9993 - val_loss: 1.5258 - val_acc: 0.8527 Epoch 00709: val_loss did not improve from 0.55729 Epoch 710/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.3872e-06 - acc: 1.000 - ETA: 5s - loss: 3.7052e-06 - acc: 1.000 - ETA: 5s - loss: 4.7589e-06 - acc: 1.000 - ETA: 5s - loss: 3.7214e-06 - acc: 1.000 - ETA: 5s - loss: 3.0516e-06 - acc: 1.000 - ETA: 5s - loss: 2.7822e-06 - acc: 1.000 - ETA: 5s - loss: 2.5193e-06 - acc: 1.000 - ETA: 5s - loss: 2.7290e-06 - acc: 1.000 - ETA: 5s - loss: 9.0484e-06 - acc: 1.000 - ETA: 5s - loss: 8.2597e-06 - acc: 1.000 - ETA: 5s - loss: 7.5422e-06 - acc: 1.000 - ETA: 5s - loss: 7.0458e-06 - acc: 1.000 - ETA: 5s - loss: 7.1344e-06 - acc: 1.000 - ETA: 5s - loss: 6.6549e-06 - acc: 1.000 - ETA: 5s - loss: 6.4496e-06 - acc: 1.000 - ETA: 4s - loss: 6.0857e-06 - acc: 1.000 - ETA: 4s - loss: 5.7480e-06 - acc: 1.000 - ETA: 4s - loss: 5.4477e-06 - acc: 1.000 - ETA: 4s - loss: 5.1826e-06 - acc: 1.000 - ETA: 4s - loss: 4.9337e-06 - acc: 1.000 - ETA: 4s - loss: 4.7083e-06 - acc: 1.000 - ETA: 4s - loss: 8.9469e-06 - acc: 1.000 - ETA: 4s - loss: 8.6636e-06 - acc: 1.000 - ETA: 4s - loss: 8.3140e-06 - acc: 1.000 - ETA: 4s - loss: 7.9933e-06 - acc: 1.000 - ETA: 4s - loss: 7.6958e-06 - acc: 1.000 - ETA: 4s - loss: 7.4667e-06 - acc: 1.000 - ETA: 4s - loss: 7.2084e-06 - acc: 1.000 - ETA: 4s - loss: 6.9699e-06 - acc: 1.000 - ETA: 4s - loss: 6.8457e-06 - acc: 1.000 - ETA: 4s - loss: 6.6311e-06 - acc: 1.000 - ETA: 4s - loss: 6.4297e-06 - acc: 1.000 - ETA: 4s - loss: 6.3554e-06 - acc: 1.000 - ETA: 4s - loss: 6.1741e-06 - acc: 1.000 - ETA: 3s - loss: 6.0045e-06 - acc: 1.000 - ETA: 3s - loss: 5.8436e-06 - acc: 1.000 - ETA: 3s - loss: 5.6922e-06 - acc: 1.000 - ETA: 3s - loss: 5.6256e-06 - acc: 1.000 - ETA: 3s - loss: 5.4857e-06 - acc: 1.000 - ETA: 3s - loss: 5.8859e-06 - acc: 1.000 - ETA: 3s - loss: 5.7466e-06 - acc: 1.000 - ETA: 3s - loss: 5.6482e-06 - acc: 1.000 - ETA: 3s - loss: 5.5264e-06 - acc: 1.000 - ETA: 3s - loss: 5.4044e-06 - acc: 1.000 - ETA: 3s - loss: 1.1194e-05 - acc: 1.000 - ETA: 3s - loss: 1.0963e-05 - acc: 1.000 - ETA: 3s - loss: 1.0748e-05 - acc: 1.000 - ETA: 3s - loss: 1.0528e-05 - acc: 1.000 - ETA: 3s - loss: 1.0323e-05 - acc: 1.000 - ETA: 3s - loss: 1.0135e-05 - acc: 1.000 - ETA: 3s - loss: 9.9522e-06 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9994 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - 6s 897us/step - loss: 0.0083 - acc: 0.9988 - val_loss: 1.5447 - val_acc: 0.8467 Epoch 00710: val_loss did not improve from 0.55729 Epoch 711/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1564e-06 - acc: 1.000 - ETA: 5s - loss: 7.7573e-07 - acc: 1.000 - ETA: 5s - loss: 7.3643e-07 - acc: 1.000 - ETA: 5s - loss: 6.1577e-07 - acc: 1.000 - ETA: 5s - loss: 5.5582e-07 - acc: 1.000 - ETA: 5s - loss: 4.8688e-07 - acc: 1.000 - ETA: 5s - loss: 4.6926e-07 - acc: 1.000 - ETA: 5s - loss: 4.2820e-07 - acc: 1.000 - ETA: 5s - loss: 3.9510e-07 - acc: 1.000 - ETA: 5s - loss: 0.0260 - acc: 0.9984 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0201 - acc: 0.998 - ETA: 5s - loss: 0.0344 - acc: 0.997 - ETA: 5s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0164 - 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acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 6s 896us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.4880 - val_acc: 0.8515 Epoch 00711: val_loss did not improve from 0.55729 Epoch 712/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.0248e-05 - acc: 1.000 - ETA: 5s - loss: 1.2406e-05 - acc: 1.000 - ETA: 5s - loss: 7.8119e-06 - acc: 1.000 - ETA: 5s - loss: 5.7634e-06 - acc: 1.000 - ETA: 5s - loss: 4.6383e-06 - acc: 1.000 - ETA: 5s - loss: 3.8531e-06 - acc: 1.000 - ETA: 5s - loss: 5.3640e-05 - acc: 1.000 - ETA: 5s - loss: 4.6696e-05 - acc: 1.000 - ETA: 5s - loss: 4.1323e-05 - acc: 1.000 - ETA: 5s - loss: 3.7065e-05 - acc: 1.000 - ETA: 5s - loss: 3.3631e-05 - acc: 1.000 - ETA: 5s - loss: 3.0760e-05 - acc: 1.000 - ETA: 5s - loss: 2.8354e-05 - acc: 1.000 - ETA: 5s - loss: 2.6320e-05 - acc: 1.000 - ETA: 5s - loss: 2.4736e-05 - acc: 1.000 - ETA: 5s - loss: 2.3175e-05 - acc: 1.000 - ETA: 4s - loss: 9.6644e-04 - acc: 0.999 - ETA: 4s - loss: 9.1174e-04 - acc: 0.999 - ETA: 4s - loss: 8.6291e-04 - acc: 0.999 - ETA: 4s - loss: 9.7574e-04 - acc: 0.999 - ETA: 4s - loss: 9.2860e-04 - acc: 0.999 - ETA: 4s - loss: 8.8604e-04 - acc: 0.999 - ETA: 4s - loss: 8.4696e-04 - acc: 0.999 - ETA: 4s - loss: 8.1119e-04 - acc: 0.999 - ETA: 4s - loss: 7.7831e-04 - acc: 0.999 - ETA: 4s - loss: 7.4802e-04 - acc: 0.999 - ETA: 4s - loss: 7.2001e-04 - acc: 0.999 - ETA: 4s - loss: 6.9419e-04 - acc: 0.999 - ETA: 4s - loss: 6.7672e-04 - acc: 0.999 - ETA: 4s - loss: 6.5406e-04 - acc: 0.999 - ETA: 4s - loss: 6.3318e-04 - acc: 0.999 - ETA: 4s - loss: 6.1326e-04 - acc: 0.999 - ETA: 4s - loss: 5.9449e-04 - acc: 0.999 - ETA: 4s - loss: 5.7684e-04 - acc: 0.999 - ETA: 4s - loss: 5.6024e-04 - acc: 0.999 - ETA: 3s - loss: 5.4454e-04 - acc: 0.999 - ETA: 3s - loss: 5.2999e-04 - acc: 0.999 - ETA: 3s - loss: 5.1592e-04 - acc: 0.999 - ETA: 3s - loss: 5.0401e-04 - acc: 0.999 - ETA: 3s - loss: 4.9171e-04 - acc: 0.999 - ETA: 3s - loss: 4.7962e-04 - acc: 0.999 - ETA: 3s - loss: 4.6812e-04 - acc: 0.999 - ETA: 3s - loss: 4.5715e-04 - acc: 0.999 - ETA: 3s - loss: 4.4669e-04 - acc: 0.999 - ETA: 3s - loss: 4.3669e-04 - acc: 0.999 - ETA: 3s - loss: 4.2713e-04 - acc: 0.999 - ETA: 3s - loss: 4.1799e-04 - acc: 0.999 - ETA: 3s - loss: 4.0924e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9993 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 6s 898us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.6135 - val_acc: 0.8503 Epoch 00712: val_loss did not improve from 0.55729 Epoch 713/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0489e-07 - acc: 1.000 - ETA: 5s - loss: 1.7839e-07 - acc: 1.000 - ETA: 5s - loss: 2.0236e-07 - acc: 1.000 - ETA: 5s - loss: 1.8455e-07 - acc: 1.000 - ETA: 5s - loss: 2.2817e-07 - acc: 1.000 - ETA: 5s - loss: 5.6234e-04 - acc: 1.000 - ETA: 5s - loss: 4.8571e-04 - acc: 1.000 - ETA: 5s - loss: 4.2744e-04 - acc: 1.000 - ETA: 5s - loss: 3.8167e-04 - acc: 1.000 - ETA: 5s - loss: 3.4475e-04 - acc: 1.000 - ETA: 5s - loss: 3.1434e-04 - acc: 1.000 - ETA: 5s - loss: 2.8905e-04 - acc: 1.000 - ETA: 5s - loss: 2.6741e-04 - acc: 1.000 - ETA: 5s - loss: 2.4876e-04 - acc: 1.000 - ETA: 5s - loss: 2.3255e-04 - acc: 1.000 - ETA: 5s - loss: 2.1832e-04 - acc: 1.000 - ETA: 4s - loss: 2.0599e-04 - acc: 1.000 - ETA: 4s - loss: 1.9477e-04 - acc: 1.000 - ETA: 4s - loss: 1.8470e-04 - acc: 1.000 - ETA: 4s - loss: 1.7563e-04 - acc: 1.000 - ETA: 4s - loss: 1.6740e-04 - acc: 1.000 - ETA: 4s - loss: 1.5992e-04 - acc: 1.000 - ETA: 4s - loss: 1.5345e-04 - acc: 1.000 - ETA: 4s - loss: 1.4715e-04 - acc: 1.000 - ETA: 4s - loss: 1.4136e-04 - acc: 1.000 - ETA: 4s - loss: 1.3599e-04 - acc: 1.000 - ETA: 4s - loss: 1.3102e-04 - acc: 1.000 - ETA: 4s - loss: 1.2640e-04 - acc: 1.000 - ETA: 4s - loss: 0.0085 - acc: 0.9994 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 6s 900us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.6192 - val_acc: 0.8287 Epoch 00713: val_loss did not improve from 0.55729 Epoch 714/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8874e-05 - acc: 1.000 - ETA: 5s - loss: 6.8955e-05 - acc: 1.000 - ETA: 5s - loss: 3.9454e-05 - acc: 1.000 - ETA: 5s - loss: 0.0335 - acc: 0.9950 - ETA: 5s - loss: 0.0365 - acc: 0.992 - ETA: 5s - loss: 0.0296 - acc: 0.993 - ETA: 5s - loss: 0.0250 - acc: 0.994 - ETA: 5s - loss: 0.0216 - acc: 0.995 - ETA: 5s - loss: 0.0512 - acc: 0.994 - ETA: 5s - loss: 0.0646 - acc: 0.992 - ETA: 5s - loss: 0.0584 - acc: 0.993 - ETA: 5s - loss: 0.0532 - acc: 0.994 - ETA: 5s - loss: 0.0489 - acc: 0.994 - ETA: 5s - loss: 0.0453 - acc: 0.995 - ETA: 5s - loss: 0.0421 - acc: 0.995 - ETA: 5s - loss: 0.0393 - acc: 0.995 - ETA: 5s - loss: 0.0369 - acc: 0.995 - ETA: 4s - loss: 0.0348 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.996 - ETA: 4s - loss: 0.0283 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.996 - ETA: 4s - loss: 0.0254 - acc: 0.996 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 4s - loss: 0.0235 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - 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acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.997 - ETA: 1s - loss: 0.0174 - acc: 0.997 - ETA: 1s - loss: 0.0172 - acc: 0.997 - ETA: 1s - loss: 0.0169 - acc: 0.997 - ETA: 1s - loss: 0.0167 - acc: 0.997 - ETA: 1s - loss: 0.0165 - acc: 0.997 - ETA: 1s - loss: 0.0163 - acc: 0.997 - ETA: 1s - loss: 0.0161 - acc: 0.997 - ETA: 1s - loss: 0.0159 - acc: 0.997 - ETA: 1s - loss: 0.0157 - acc: 0.997 - ETA: 1s - loss: 0.0155 - acc: 0.997 - ETA: 1s - loss: 0.0153 - acc: 0.997 - ETA: 1s - loss: 0.0151 - acc: 0.997 - ETA: 1s - loss: 0.0149 - acc: 0.997 - ETA: 1s - loss: 0.0148 - acc: 0.997 - ETA: 1s - loss: 0.0146 - acc: 0.997 - ETA: 1s - loss: 0.0144 - acc: 0.997 - ETA: 1s - loss: 0.0143 - acc: 0.997 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 897us/step - loss: 0.0115 - acc: 0.9984 - val_loss: 1.4815 - val_acc: 0.8491 Epoch 00714: val_loss did not improve from 0.55729 Epoch 715/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.1263e-06 - acc: 1.000 - ETA: 5s - loss: 2.3740e-06 - acc: 1.000 - ETA: 5s - loss: 1.4144e-06 - acc: 1.000 - ETA: 5s - loss: 5.0726e-06 - acc: 1.000 - ETA: 5s - loss: 4.0648e-06 - acc: 1.000 - ETA: 5s - loss: 3.2789e-06 - acc: 1.000 - ETA: 4s - loss: 2.8785e-06 - acc: 1.000 - ETA: 4s - loss: 6.0576e-06 - acc: 1.000 - ETA: 4s - loss: 5.4535e-06 - acc: 1.000 - ETA: 4s - loss: 5.0517e-06 - acc: 1.000 - ETA: 4s - loss: 4.5204e-06 - acc: 1.000 - ETA: 4s - loss: 4.1969e-06 - acc: 1.000 - ETA: 4s - loss: 3.8303e-06 - acc: 1.000 - ETA: 4s - loss: 4.3008e-06 - acc: 1.000 - ETA: 4s - loss: 4.0553e-06 - acc: 1.000 - ETA: 4s - loss: 3.8417e-06 - acc: 1.000 - ETA: 4s - loss: 3.7109e-06 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9992 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 805us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.5151 - val_acc: 0.8551 Epoch 00715: val_loss did not improve from 0.55729 Epoch 716/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7226e-07 - acc: 1.000 - ETA: 4s - loss: 4.5565e-07 - acc: 1.000 - ETA: 4s - loss: 2.3620e-06 - acc: 1.000 - ETA: 4s - loss: 2.3027e-06 - acc: 1.000 - ETA: 4s - loss: 4.5404e-06 - acc: 1.000 - ETA: 4s - loss: 3.8035e-06 - acc: 1.000 - ETA: 4s - loss: 0.0185 - acc: 0.9981 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 795us/step - loss: 0.0140 - acc: 0.9987 - val_loss: 1.5416 - val_acc: 0.8395 Epoch 00716: val_loss did not improve from 0.55729 Epoch 717/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4108e-07 - acc: 1.000 - ETA: 5s - loss: 1.3911e-06 - acc: 1.000 - ETA: 5s - loss: 7.5663e-07 - acc: 1.000 - ETA: 4s - loss: 1.7597e-05 - acc: 1.000 - ETA: 4s - loss: 1.3243e-05 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 794us/step - loss: 0.0124 - acc: 0.9987 - val_loss: 1.4908 - val_acc: 0.8467 Epoch 00717: val_loss did not improve from 0.55729 Epoch 718/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 3.8892e-07 - acc: 1.000 - ETA: 5s - loss: 5.7398e-05 - acc: 1.000 - ETA: 4s - loss: 3.8411e-05 - acc: 1.000 - ETA: 4s - loss: 2.8863e-05 - acc: 1.000 - ETA: 4s - loss: 2.3275e-05 - acc: 1.000 - ETA: 4s - loss: 1.9814e-05 - acc: 1.000 - ETA: 4s - loss: 1.7629e-05 - acc: 1.000 - ETA: 4s - loss: 1.5410e-05 - acc: 1.000 - ETA: 4s - loss: 1.3671e-05 - acc: 1.000 - ETA: 4s - loss: 1.2952e-05 - acc: 1.000 - ETA: 4s - loss: 1.1923e-05 - acc: 1.000 - ETA: 4s - loss: 1.0897e-05 - acc: 1.000 - ETA: 4s - loss: 1.0238e-05 - acc: 1.000 - ETA: 4s - loss: 1.0332e-05 - acc: 1.000 - ETA: 4s - loss: 9.7829e-06 - acc: 1.000 - ETA: 4s - loss: 9.1278e-06 - acc: 1.000 - ETA: 4s - loss: 8.6262e-06 - acc: 1.000 - ETA: 4s - loss: 8.5625e-06 - acc: 1.000 - ETA: 4s - loss: 8.0882e-06 - acc: 1.000 - ETA: 4s - loss: 7.6721e-06 - acc: 1.000 - ETA: 3s - loss: 8.1929e-06 - acc: 1.000 - ETA: 3s - loss: 4.8877e-05 - acc: 1.000 - ETA: 3s - loss: 4.6583e-05 - acc: 1.000 - ETA: 3s - loss: 4.4496e-05 - acc: 1.000 - ETA: 3s - loss: 4.2702e-05 - acc: 1.000 - ETA: 3s - loss: 4.1501e-05 - acc: 1.000 - ETA: 3s - loss: 3.9846e-05 - acc: 1.000 - ETA: 3s - loss: 3.8332e-05 - acc: 1.000 - ETA: 3s - loss: 3.8503e-05 - acc: 1.000 - ETA: 3s - loss: 3.7581e-05 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 794us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.4815 - val_acc: 0.8551 Epoch 00718: val_loss did not improve from 0.55729 Epoch 719/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.9706e-07 - acc: 1.000 - ETA: 5s - loss: 4.6566e-07 - acc: 1.000 - ETA: 5s - loss: 4.6753e-07 - acc: 1.000 - ETA: 4s - loss: 4.6219e-07 - acc: 1.000 - ETA: 4s - loss: 2.0776e-06 - acc: 1.000 - ETA: 4s - loss: 2.7766e-06 - acc: 1.000 - ETA: 4s - loss: 2.3152e-06 - acc: 1.000 - ETA: 4s - loss: 1.3459e-05 - acc: 1.000 - ETA: 4s - loss: 1.2166e-05 - acc: 1.000 - ETA: 4s - loss: 1.0801e-05 - acc: 1.000 - ETA: 4s - loss: 1.2421e-05 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9988 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 790us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5265 - val_acc: 0.8563 Epoch 00719: val_loss did not improve from 0.55729 Epoch 720/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.6492e-07 - acc: 1.000 - ETA: 5s - loss: 4.7833e-07 - acc: 1.000 - ETA: 5s - loss: 4.9994e-07 - acc: 1.000 - ETA: 4s - loss: 1.4384e-06 - acc: 1.000 - ETA: 4s - loss: 1.2439e-06 - acc: 1.000 - ETA: 4s - loss: 1.0972e-06 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9981 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 794us/step - loss: 0.0109 - acc: 0.9985 - val_loss: 1.5297 - val_acc: 0.8383 Epoch 00720: val_loss did not improve from 0.55729 Epoch 721/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.7402e-07 - acc: 1.000 - ETA: 5s - loss: 9.5631e-07 - acc: 1.000 - ETA: 4s - loss: 9.5519e-07 - acc: 1.000 - ETA: 4s - loss: 3.5706e-06 - acc: 1.000 - ETA: 4s - loss: 0.0270 - acc: 0.9975 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0234 - acc: 0.997 - ETA: 1s - loss: 0.0230 - acc: 0.997 - ETA: 1s - loss: 0.0226 - acc: 0.997 - ETA: 1s - loss: 0.0222 - acc: 0.998 - ETA: 1s - loss: 0.0218 - acc: 0.998 - ETA: 1s - loss: 0.0215 - acc: 0.998 - ETA: 1s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0208 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - 5s 795us/step - loss: 0.0159 - acc: 0.9985 - val_loss: 1.5593 - val_acc: 0.8455 Epoch 00721: val_loss did not improve from 0.55729 Epoch 722/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.3842e-07 - acc: 1.000 - ETA: 5s - loss: 1.7345e-07 - acc: 1.000 - ETA: 5s - loss: 2.3033e-06 - acc: 1.000 - ETA: 5s - loss: 6.5457e-06 - acc: 1.000 - ETA: 4s - loss: 4.9449e-06 - acc: 1.000 - ETA: 4s - loss: 4.2170e-06 - acc: 1.000 - ETA: 4s - loss: 4.1767e-06 - acc: 1.000 - ETA: 4s - loss: 3.5859e-06 - acc: 1.000 - ETA: 4s - loss: 3.7059e-06 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9985 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 2s - loss: 0.0250 - acc: 0.997 - ETA: 2s - loss: 0.0245 - acc: 0.997 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 803us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.5291 - val_acc: 0.8443 Epoch 00722: val_loss did not improve from 0.55729 Epoch 723/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.9605e-07 - acc: 1.000 - ETA: 5s - loss: 1.0342e-06 - acc: 1.000 - ETA: 5s - loss: 4.2863e-06 - acc: 1.000 - ETA: 5s - loss: 3.1850e-06 - acc: 1.000 - ETA: 4s - loss: 2.6701e-06 - acc: 1.000 - ETA: 5s - loss: 2.2544e-06 - acc: 1.000 - ETA: 4s - loss: 1.9206e-06 - acc: 1.000 - ETA: 4s - loss: 1.7464e-06 - acc: 1.000 - ETA: 4s - loss: 1.5782e-06 - acc: 1.000 - ETA: 4s - loss: 1.4141e-06 - acc: 1.000 - ETA: 4s - loss: 1.3105e-06 - acc: 1.000 - ETA: 4s - loss: 1.4674e-05 - acc: 1.000 - ETA: 4s - loss: 0.0188 - acc: 0.9988 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 809us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5628 - val_acc: 0.8443 Epoch 00723: val_loss did not improve from 0.55729 Epoch 724/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.0000 - ETA: 5s - loss: 9.8350e-04 - acc: 1.000 - ETA: 4s - loss: 6.5854e-04 - acc: 1.000 - ETA: 4s - loss: 4.9394e-04 - acc: 1.000 - ETA: 4s - loss: 4.2357e-04 - acc: 1.000 - ETA: 4s - loss: 3.6607e-04 - acc: 1.000 - ETA: 4s - loss: 3.0983e-04 - acc: 1.000 - ETA: 4s - loss: 2.7786e-04 - acc: 1.000 - ETA: 4s - loss: 2.4420e-04 - acc: 1.000 - ETA: 4s - loss: 2.8378e-04 - acc: 1.000 - ETA: 4s - loss: 2.6254e-04 - acc: 1.000 - ETA: 4s - loss: 2.3874e-04 - acc: 1.000 - ETA: 4s - loss: 2.2367e-04 - acc: 1.000 - ETA: 4s - loss: 2.0642e-04 - acc: 1.000 - ETA: 4s - loss: 1.9496e-04 - acc: 1.000 - ETA: 4s - loss: 1.8154e-04 - acc: 1.000 - ETA: 4s - loss: 1.7018e-04 - acc: 1.000 - ETA: 4s - loss: 1.6233e-04 - acc: 1.000 - ETA: 4s - loss: 1.5312e-04 - acc: 1.000 - ETA: 4s - loss: 1.4675e-04 - acc: 1.000 - ETA: 4s - loss: 1.3903e-04 - acc: 1.000 - ETA: 3s - loss: 1.3376e-04 - acc: 1.000 - ETA: 3s - loss: 1.2732e-04 - acc: 1.000 - ETA: 3s - loss: 1.2288e-04 - acc: 1.000 - ETA: 3s - loss: 1.1743e-04 - acc: 1.000 - ETA: 3s - loss: 1.1246e-04 - acc: 1.000 - ETA: 3s - loss: 1.0898e-04 - acc: 1.000 - ETA: 3s - loss: 1.0467e-04 - acc: 1.000 - ETA: 3s - loss: 1.0166e-04 - acc: 1.000 - ETA: 3s - loss: 9.7902e-05 - acc: 1.000 - ETA: 3s - loss: 9.5276e-05 - acc: 1.000 - ETA: 3s - loss: 9.1967e-05 - acc: 1.000 - ETA: 3s - loss: 8.8958e-05 - acc: 1.000 - ETA: 3s - loss: 1.0575e-04 - acc: 1.000 - ETA: 3s - loss: 1.0553e-04 - acc: 1.000 - ETA: 3s - loss: 1.0228e-04 - acc: 1.000 - ETA: 3s - loss: 9.9981e-05 - acc: 1.000 - ETA: 3s - loss: 9.7999e-05 - acc: 1.000 - ETA: 3s - loss: 9.5223e-05 - acc: 1.000 - ETA: 2s - loss: 0.0057 - acc: 0.9997 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 807us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.4537 - val_acc: 0.8383 Epoch 00724: val_loss did not improve from 0.55729 Epoch 725/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.2930e-07 - acc: 1.000 - ETA: 4s - loss: 2.4660e-05 - acc: 1.000 - ETA: 4s - loss: 1.7166e-05 - acc: 1.000 - ETA: 4s - loss: 1.3157e-05 - acc: 1.000 - ETA: 4s - loss: 1.0947e-05 - acc: 1.000 - ETA: 4s - loss: 9.6366e-06 - acc: 1.000 - ETA: 4s - loss: 0.0254 - acc: 0.9982 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 796us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.5406 - val_acc: 0.8455 Epoch 00725: val_loss did not improve from 0.55729 Epoch 726/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 3.2092e-05 - acc: 1.000 - ETA: 5s - loss: 1.6588e-05 - acc: 1.000 - ETA: 5s - loss: 1.2100e-05 - acc: 1.000 - ETA: 4s - loss: 8.9154e-06 - acc: 1.000 - ETA: 4s - loss: 7.0970e-06 - acc: 1.000 - ETA: 4s - loss: 6.0278e-06 - acc: 1.000 - ETA: 4s - loss: 5.3463e-06 - acc: 1.000 - ETA: 4s - loss: 4.8779e-06 - acc: 1.000 - ETA: 4s - loss: 4.3297e-06 - acc: 1.000 - ETA: 4s - loss: 3.9883e-06 - acc: 1.000 - ETA: 4s - loss: 3.6982e-06 - acc: 1.000 - ETA: 4s - loss: 3.3728e-06 - acc: 1.000 - ETA: 4s - loss: 6.2034e-06 - acc: 1.000 - ETA: 4s - loss: 5.8455e-06 - acc: 1.000 - ETA: 4s - loss: 5.4712e-06 - acc: 1.000 - ETA: 4s - loss: 5.6016e-06 - acc: 1.000 - ETA: 4s - loss: 5.3450e-06 - acc: 1.000 - ETA: 4s - loss: 5.0284e-06 - acc: 1.000 - ETA: 4s - loss: 4.8565e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9993 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 807us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.4931 - val_acc: 0.8479 Epoch 00726: val_loss did not improve from 0.55729 Epoch 727/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2766e-04 - acc: 1.000 - ETA: 5s - loss: 7.3056e-05 - acc: 1.000 - ETA: 5s - loss: 4.6714e-05 - acc: 1.000 - ETA: 4s - loss: 3.6315e-05 - acc: 1.000 - ETA: 4s - loss: 2.8755e-05 - acc: 1.000 - ETA: 4s - loss: 2.4882e-05 - acc: 1.000 - ETA: 4s - loss: 2.1434e-05 - acc: 1.000 - ETA: 4s - loss: 1.9293e-05 - acc: 1.000 - ETA: 4s - loss: 1.1027e-04 - acc: 1.000 - ETA: 4s - loss: 9.8365e-05 - acc: 1.000 - ETA: 4s - loss: 9.1218e-05 - acc: 1.000 - ETA: 4s - loss: 8.4863e-05 - acc: 1.000 - ETA: 4s - loss: 7.9344e-05 - acc: 1.000 - ETA: 4s - loss: 7.4728e-05 - acc: 1.000 - ETA: 4s - loss: 6.9571e-05 - acc: 1.000 - ETA: 4s - loss: 6.4888e-05 - acc: 1.000 - ETA: 4s - loss: 6.1688e-05 - acc: 1.000 - ETA: 4s - loss: 5.7841e-05 - acc: 1.000 - ETA: 4s - loss: 5.5256e-05 - acc: 1.000 - ETA: 4s - loss: 5.2169e-05 - acc: 1.000 - ETA: 4s - loss: 4.9489e-05 - acc: 1.000 - ETA: 4s - loss: 4.6994e-05 - acc: 1.000 - ETA: 3s - loss: 4.5280e-05 - acc: 1.000 - ETA: 3s - loss: 4.3180e-05 - acc: 1.000 - ETA: 3s - loss: 4.4880e-05 - acc: 1.000 - ETA: 3s - loss: 4.2960e-05 - acc: 1.000 - ETA: 3s - loss: 4.1624e-05 - acc: 1.000 - ETA: 3s - loss: 4.0499e-05 - acc: 1.000 - ETA: 3s - loss: 4.3478e-04 - acc: 0.999 - ETA: 3s - loss: 4.2259e-04 - acc: 0.999 - ETA: 3s - loss: 4.1113e-04 - acc: 0.999 - ETA: 3s - loss: 3.9675e-04 - acc: 0.999 - ETA: 3s - loss: 4.0230e-04 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.9992 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 806us/step - loss: 0.0155 - acc: 0.9987 - val_loss: 1.4859 - val_acc: 0.8359 Epoch 00727: val_loss did not improve from 0.55729 Epoch 728/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.5688e-06 - acc: 1.000 - ETA: 5s - loss: 7.8404e-06 - acc: 1.000 - ETA: 5s - loss: 4.9632e-06 - acc: 1.000 - ETA: 5s - loss: 4.5696e-06 - acc: 1.000 - ETA: 5s - loss: 4.2802e-06 - acc: 1.000 - ETA: 4s - loss: 1.0337e-04 - acc: 1.000 - ETA: 4s - loss: 8.5469e-05 - acc: 1.000 - ETA: 4s - loss: 7.2852e-05 - acc: 1.000 - ETA: 4s - loss: 9.2772e-05 - acc: 1.000 - ETA: 4s - loss: 0.0225 - acc: 0.9985 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0291 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 803us/step - loss: 0.0143 - acc: 0.9987 - val_loss: 1.4363 - val_acc: 0.8599 Epoch 00728: val_loss did not improve from 0.55729 Epoch 729/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 5.8339e-07 - acc: 1.000 - ETA: 5s - loss: 3.2815e-06 - acc: 1.000 - ETA: 5s - loss: 2.4532e-06 - acc: 1.000 - ETA: 4s - loss: 2.2377e-06 - acc: 1.000 - ETA: 4s - loss: 0.0848 - acc: 0.9947 - ETA: 4s - loss: 0.0701 - acc: 0.995 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 796us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.4935 - val_acc: 0.8515 Epoch 00729: val_loss did not improve from 0.55729 Epoch 730/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 2.1924e-06 - acc: 1.000 - ETA: 4s - loss: 6.5562e-06 - acc: 1.000 - ETA: 4s - loss: 1.2900e-05 - acc: 1.000 - ETA: 4s - loss: 4.4663e-05 - acc: 1.000 - ETA: 4s - loss: 4.0651e-05 - acc: 1.000 - ETA: 4s - loss: 1.8138e-04 - acc: 1.000 - ETA: 4s - loss: 1.5459e-04 - acc: 1.000 - ETA: 4s - loss: 1.3473e-04 - acc: 1.000 - ETA: 4s - loss: 1.1954e-04 - acc: 1.000 - ETA: 4s - loss: 1.7949e-04 - acc: 1.000 - ETA: 4s - loss: 1.6638e-04 - acc: 1.000 - ETA: 4s - loss: 1.5504e-04 - acc: 1.000 - ETA: 4s - loss: 1.4518e-04 - acc: 1.000 - ETA: 4s - loss: 1.3443e-04 - acc: 1.000 - ETA: 4s - loss: 1.2470e-04 - acc: 1.000 - ETA: 4s - loss: 1.1826e-04 - acc: 1.000 - ETA: 4s - loss: 1.5937e-04 - acc: 1.000 - ETA: 4s - loss: 1.4979e-04 - acc: 1.000 - ETA: 4s - loss: 1.4354e-04 - acc: 1.000 - ETA: 4s - loss: 1.3570e-04 - acc: 1.000 - ETA: 3s - loss: 1.2867e-04 - acc: 1.000 - ETA: 3s - loss: 1.2388e-04 - acc: 1.000 - ETA: 3s - loss: 1.1799e-04 - acc: 1.000 - ETA: 3s - loss: 1.1263e-04 - acc: 1.000 - ETA: 3s - loss: 1.0774e-04 - acc: 1.000 - ETA: 3s - loss: 1.0326e-04 - acc: 1.000 - ETA: 3s - loss: 1.0013e-04 - acc: 1.000 - ETA: 3s - loss: 9.6249e-05 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 0.9995 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 793us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.5169 - val_acc: 0.8467 Epoch 00730: val_loss did not improve from 0.55729 Epoch 731/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.4538e-07 - acc: 1.000 - ETA: 5s - loss: 5.6979e-06 - acc: 1.000 - ETA: 5s - loss: 3.2789e-06 - acc: 1.000 - ETA: 4s - loss: 1.6507e-05 - acc: 1.000 - ETA: 4s - loss: 4.2647e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.7387e-04 - acc: 1.000 - ETA: 4s - loss: 8.8123e-04 - acc: 1.000 - ETA: 4s - loss: 8.0463e-04 - acc: 1.000 - ETA: 4s - loss: 7.5538e-04 - acc: 1.000 - ETA: 4s - loss: 6.9838e-04 - acc: 1.000 - ETA: 4s - loss: 6.4941e-04 - acc: 1.000 - ETA: 4s - loss: 6.0696e-04 - acc: 1.000 - ETA: 4s - loss: 5.7867e-04 - acc: 1.000 - ETA: 4s - loss: 5.4475e-04 - acc: 1.000 - ETA: 4s - loss: 5.1450e-04 - acc: 1.000 - ETA: 3s - loss: 4.8783e-04 - acc: 1.000 - ETA: 3s - loss: 4.6357e-04 - acc: 1.000 - ETA: 3s - loss: 4.4684e-04 - acc: 1.000 - ETA: 3s - loss: 4.2630e-04 - acc: 1.000 - ETA: 3s - loss: 4.0757e-04 - acc: 1.000 - ETA: 3s - loss: 3.9457e-04 - acc: 1.000 - ETA: 3s - loss: 3.7874e-04 - acc: 1.000 - ETA: 3s - loss: 3.6393e-04 - acc: 1.000 - ETA: 3s - loss: 3.5021e-04 - acc: 1.000 - ETA: 3s - loss: 3.3754e-04 - acc: 1.000 - ETA: 3s - loss: 3.2571e-04 - acc: 1.000 - ETA: 3s - loss: 3.1467e-04 - acc: 1.000 - ETA: 3s - loss: 3.0688e-04 - acc: 1.000 - ETA: 3s - loss: 0.0025 - acc: 0.9996 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - 5s 791us/step - loss: 0.0078 - acc: 0.9991 - val_loss: 1.4713 - val_acc: 0.8599 Epoch 00731: val_loss did not improve from 0.55729 Epoch 732/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.3225e-07 - acc: 1.000 - ETA: 4s - loss: 1.4255e-07 - acc: 1.000 - ETA: 4s - loss: 1.3828e-07 - acc: 1.000 - ETA: 4s - loss: 3.3053e-06 - acc: 1.000 - ETA: 4s - loss: 2.8217e-06 - acc: 1.000 - ETA: 4s - loss: 2.4528e-06 - acc: 1.000 - ETA: 4s - loss: 3.0143e-06 - acc: 1.000 - ETA: 4s - loss: 2.6980e-06 - acc: 1.000 - ETA: 4s - loss: 2.4954e-06 - acc: 1.000 - ETA: 4s - loss: 2.2713e-06 - acc: 1.000 - ETA: 4s - loss: 2.1837e-06 - acc: 1.000 - ETA: 4s - loss: 3.8479e-06 - acc: 1.000 - ETA: 4s - loss: 3.5669e-06 - acc: 1.000 - ETA: 4s - loss: 1.0961e-05 - acc: 1.000 - ETA: 4s - loss: 1.0277e-05 - acc: 1.000 - ETA: 4s - loss: 9.7258e-06 - acc: 1.000 - ETA: 4s - loss: 9.2999e-06 - acc: 1.000 - ETA: 4s - loss: 8.7951e-06 - acc: 1.000 - ETA: 3s - loss: 8.3342e-06 - acc: 1.000 - ETA: 3s - loss: 7.9335e-06 - acc: 1.000 - ETA: 3s - loss: 7.6479e-06 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 791us/step - loss: 0.0098 - acc: 0.9994 - val_loss: 1.4761 - val_acc: 0.8491 Epoch 00732: val_loss did not improve from 0.55729 Epoch 733/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 9.1716e-04 - acc: 1.000 - ETA: 4s - loss: 7.4524e-04 - acc: 1.000 - ETA: 4s - loss: 5.9656e-04 - acc: 1.000 - ETA: 4s - loss: 4.9716e-04 - acc: 1.000 - ETA: 4s - loss: 0.0246 - acc: 0.9982 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 792us/step - loss: 0.0128 - acc: 0.9985 - val_loss: 1.5436 - val_acc: 0.8419 Epoch 00733: val_loss did not improve from 0.55729 Epoch 734/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.2692e-07 - acc: 1.000 - ETA: 5s - loss: 0.0953 - acc: 0.9937 - ETA: 5s - loss: 0.0693 - acc: 0.995 - ETA: 4s - loss: 0.0508 - acc: 0.996 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0527 - acc: 0.996 - ETA: 4s - loss: 0.0484 - acc: 0.996 - ETA: 4s - loss: 0.0456 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0371 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 3s - loss: 0.0300 - acc: 0.998 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 5s 794us/step - loss: 0.0157 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8527 Epoch 00734: val_loss did not improve from 0.55729 Epoch 735/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.8860e-06 - acc: 1.000 - ETA: 4s - loss: 1.3323e-06 - acc: 1.000 - ETA: 4s - loss: 1.0290e-06 - acc: 1.000 - ETA: 4s - loss: 8.7808e-07 - acc: 1.000 - ETA: 4s - loss: 7.7909e-07 - acc: 1.000 - ETA: 4s - loss: 6.8188e-07 - acc: 1.000 - ETA: 4s - loss: 7.5195e-07 - acc: 1.000 - ETA: 4s - loss: 8.9151e-07 - acc: 1.000 - ETA: 4s - loss: 8.3054e-07 - acc: 1.000 - ETA: 4s - loss: 7.6322e-07 - acc: 1.000 - ETA: 4s - loss: 7.2354e-07 - acc: 1.000 - ETA: 4s - loss: 6.7537e-07 - acc: 1.000 - ETA: 4s - loss: 6.5199e-07 - acc: 1.000 - ETA: 4s - loss: 6.1967e-07 - acc: 1.000 - ETA: 4s - loss: 9.6211e-04 - acc: 0.999 - ETA: 4s - loss: 9.1420e-04 - acc: 0.999 - ETA: 4s - loss: 8.7098e-04 - acc: 0.999 - ETA: 4s - loss: 8.3470e-04 - acc: 0.999 - ETA: 3s - loss: 7.9142e-04 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.9987 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 797us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5215 - val_acc: 0.8419 Epoch 00735: val_loss did not improve from 0.55729 Epoch 736/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 804us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5254 - val_acc: 0.8491 Epoch 00736: val_loss did not improve from 0.55729 Epoch 737/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 1.3732e-06 - acc: 1.000 - ETA: 5s - loss: 9.1458e-07 - acc: 1.000 - ETA: 5s - loss: 6.9565e-07 - acc: 1.000 - ETA: 4s - loss: 1.7749e-05 - acc: 1.000 - ETA: 4s - loss: 1.6093e-05 - acc: 1.000 - ETA: 4s - loss: 1.3329e-05 - acc: 1.000 - ETA: 4s - loss: 1.2692e-05 - acc: 1.000 - ETA: 4s - loss: 1.1850e-05 - acc: 1.000 - ETA: 4s - loss: 1.0511e-05 - acc: 1.000 - ETA: 4s - loss: 9.6764e-06 - acc: 1.000 - ETA: 4s - loss: 1.0555e-05 - acc: 1.000 - ETA: 4s - loss: 9.7276e-05 - acc: 1.000 - ETA: 4s - loss: 8.9271e-05 - acc: 1.000 - ETA: 4s - loss: 8.4034e-05 - acc: 1.000 - ETA: 4s - loss: 7.7976e-05 - acc: 1.000 - ETA: 4s - loss: 7.3951e-05 - acc: 1.000 - ETA: 4s - loss: 7.0515e-05 - acc: 1.000 - ETA: 4s - loss: 7.1809e-05 - acc: 1.000 - ETA: 4s - loss: 6.7710e-05 - acc: 1.000 - ETA: 4s - loss: 6.4008e-05 - acc: 1.000 - ETA: 4s - loss: 6.1497e-05 - acc: 1.000 - ETA: 4s - loss: 6.1032e-05 - acc: 1.000 - ETA: 3s - loss: 5.8097e-05 - acc: 1.000 - ETA: 3s - loss: 5.5439e-05 - acc: 1.000 - ETA: 3s - loss: 5.3597e-05 - acc: 1.000 - ETA: 3s - loss: 5.1876e-05 - acc: 1.000 - ETA: 3s - loss: 2.0647e-04 - acc: 1.000 - ETA: 3s - loss: 1.9832e-04 - acc: 1.000 - ETA: 3s - loss: 1.9261e-04 - acc: 1.000 - ETA: 3s - loss: 1.8549e-04 - acc: 1.000 - ETA: 3s - loss: 1.8048e-04 - acc: 1.000 - ETA: 3s - loss: 1.7424e-04 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 0.9996 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 809us/step - loss: 0.0122 - acc: 0.9988 - val_loss: 1.4357 - val_acc: 0.8479 Epoch 00737: val_loss did not improve from 0.55729 Epoch 738/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 4.3462e-04 - acc: 1.000 - ETA: 5s - loss: 2.1814e-04 - acc: 1.000 - ETA: 5s - loss: 1.5868e-04 - acc: 1.000 - ETA: 4s - loss: 1.1643e-04 - acc: 1.000 - ETA: 5s - loss: 9.7046e-05 - acc: 1.000 - ETA: 4s - loss: 7.9704e-05 - acc: 1.000 - ETA: 4s - loss: 7.0241e-05 - acc: 1.000 - ETA: 4s - loss: 6.0633e-05 - acc: 1.000 - ETA: 4s - loss: 5.5833e-05 - acc: 1.000 - ETA: 4s - loss: 4.9644e-05 - acc: 1.000 - ETA: 4s - loss: 4.5836e-05 - acc: 1.000 - ETA: 4s - loss: 4.1595e-05 - acc: 1.000 - ETA: 4s - loss: 3.8892e-05 - acc: 1.000 - ETA: 4s - loss: 4.5774e-05 - acc: 1.000 - ETA: 4s - loss: 4.2376e-05 - acc: 1.000 - ETA: 4s - loss: 4.0130e-05 - acc: 1.000 - ETA: 4s - loss: 3.7555e-05 - acc: 1.000 - ETA: 4s - loss: 0.0194 - acc: 0.9984 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 1s - loss: 0.0235 - acc: 0.998 - ETA: 1s - loss: 0.0230 - acc: 0.998 - ETA: 1s - loss: 0.0226 - acc: 0.998 - ETA: 1s - loss: 0.0223 - acc: 0.998 - ETA: 1s - loss: 0.0219 - acc: 0.998 - ETA: 1s - loss: 0.0216 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 809us/step - loss: 0.0149 - acc: 0.9988 - val_loss: 1.4571 - val_acc: 0.8575 Epoch 00738: val_loss did not improve from 0.55729 Epoch 739/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 2.3022e-07 - acc: 1.000 - ETA: 5s - loss: 2.1122e-07 - acc: 1.000 - ETA: 5s - loss: 3.2497e-04 - acc: 1.000 - ETA: 4s - loss: 2.3835e-04 - acc: 1.000 - ETA: 5s - loss: 2.0635e-04 - acc: 1.000 - ETA: 4s - loss: 1.7165e-04 - acc: 1.000 - ETA: 4s - loss: 1.4549e-04 - acc: 1.000 - ETA: 4s - loss: 1.3045e-04 - acc: 1.000 - ETA: 4s - loss: 1.1465e-04 - acc: 1.000 - ETA: 4s - loss: 1.0511e-04 - acc: 1.000 - ETA: 4s - loss: 9.7116e-05 - acc: 1.000 - ETA: 4s - loss: 8.8094e-05 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9989 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 809us/step - loss: 0.0115 - acc: 0.9988 - val_loss: 1.5489 - val_acc: 0.8359 Epoch 00739: val_loss did not improve from 0.55729 Epoch 740/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 8.1477e-04 - acc: 1.000 - ETA: 5s - loss: 6.3955e-04 - acc: 1.000 - ETA: 5s - loss: 0.0466 - acc: 0.9969 - ETA: 4s - loss: 0.0372 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - 5s 808us/step - loss: 0.0133 - acc: 0.9991 - val_loss: 1.5454 - val_acc: 0.8515 Epoch 00740: val_loss did not improve from 0.55729 Epoch 741/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0564e-07 - acc: 1.000 - ETA: 4s - loss: 1.3649e-07 - acc: 1.000 - ETA: 5s - loss: 4.1716e-04 - acc: 1.000 - ETA: 4s - loss: 2.7818e-04 - acc: 1.000 - ETA: 4s - loss: 2.0961e-04 - acc: 1.000 - ETA: 4s - loss: 0.0426 - acc: 0.9974 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 806us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.4621 - val_acc: 0.8491 Epoch 00741: val_loss did not improve from 0.55729 Epoch 742/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 4.2501e-06 - acc: 1.000 - ETA: 5s - loss: 0.0393 - acc: 0.9909 - ETA: 4s - loss: 0.0288 - acc: 0.993 - ETA: 5s - loss: 0.0240 - acc: 0.994 - ETA: 4s - loss: 0.0196 - acc: 0.995 - ETA: 4s - loss: 0.0166 - acc: 0.996 - ETA: 4s - loss: 0.0149 - acc: 0.996 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0127 - acc: 0.997 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 804us/step - loss: 0.0128 - acc: 0.9984 - val_loss: 1.5025 - val_acc: 0.8503 Epoch 00742: val_loss did not improve from 0.55729 Epoch 743/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1254e-06 - acc: 1.000 - ETA: 5s - loss: 6.8018e-07 - acc: 1.000 - ETA: 5s - loss: 5.3994e-07 - acc: 1.000 - ETA: 4s - loss: 4.8225e-07 - acc: 1.000 - ETA: 4s - loss: 4.3262e-07 - acc: 1.000 - ETA: 4s - loss: 4.6533e-07 - acc: 1.000 - ETA: 4s - loss: 4.2171e-07 - acc: 1.000 - ETA: 4s - loss: 3.8903e-07 - acc: 1.000 - ETA: 4s - loss: 3.6874e-07 - acc: 1.000 - ETA: 4s - loss: 3.8381e-07 - acc: 1.000 - ETA: 4s - loss: 3.6397e-07 - acc: 1.000 - ETA: 4s - loss: 6.1149e-06 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9990 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.999 - ETA: 1s - loss: 0.0163 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.999 - ETA: 1s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 804us/step - loss: 0.0120 - acc: 0.9993 - val_loss: 1.4964 - val_acc: 0.8587 Epoch 00743: val_loss did not improve from 0.55729 Epoch 744/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.4056e-05 - acc: 1.000 - ETA: 5s - loss: 1.0343e-05 - acc: 1.000 - ETA: 4s - loss: 7.6798e-06 - acc: 1.000 - ETA: 5s - loss: 6.4263e-06 - acc: 1.000 - ETA: 4s - loss: 5.2858e-06 - acc: 1.000 - ETA: 4s - loss: 4.5265e-06 - acc: 1.000 - ETA: 4s - loss: 4.0718e-06 - acc: 1.000 - ETA: 4s - loss: 3.6043e-06 - acc: 1.000 - ETA: 4s - loss: 4.0106e-06 - acc: 1.000 - ETA: 4s - loss: 4.2178e-06 - acc: 1.000 - ETA: 4s - loss: 1.5092e-05 - acc: 1.000 - ETA: 4s - loss: 1.4137e-05 - acc: 1.000 - ETA: 4s - loss: 0.0151 - acc: 0.9990 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 804us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5265 - val_acc: 0.8527 Epoch 00744: val_loss did not improve from 0.55729 Epoch 745/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.5213e-06 - acc: 1.000 - ETA: 5s - loss: 4.5750e-06 - acc: 1.000 - ETA: 5s - loss: 4.0215e-05 - acc: 1.000 - ETA: 4s - loss: 2.9528e-05 - acc: 1.000 - ETA: 4s - loss: 2.4882e-05 - acc: 1.000 - ETA: 4s - loss: 2.1576e-05 - acc: 1.000 - ETA: 4s - loss: 1.8275e-05 - acc: 1.000 - ETA: 4s - loss: 1.6420e-05 - acc: 1.000 - ETA: 4s - loss: 1.4592e-05 - acc: 1.000 - ETA: 4s - loss: 1.3030e-05 - acc: 1.000 - ETA: 4s - loss: 1.2075e-05 - acc: 1.000 - ETA: 4s - loss: 1.0989e-05 - acc: 1.000 - ETA: 4s - loss: 1.0299e-05 - acc: 1.000 - ETA: 4s - loss: 9.5067e-06 - acc: 1.000 - ETA: 4s - loss: 8.8295e-06 - acc: 1.000 - ETA: 4s - loss: 8.3792e-06 - acc: 1.000 - ETA: 4s - loss: 7.9694e-06 - acc: 1.000 - ETA: 4s - loss: 7.6071e-06 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9993 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 802us/step - loss: 0.0122 - acc: 0.9993 - val_loss: 1.5596 - val_acc: 0.8491 Epoch 00745: val_loss did not improve from 0.55729 Epoch 746/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2107e-07 - acc: 1.000 - ETA: 4s - loss: 1.3535e-07 - acc: 1.000 - ETA: 4s - loss: 3.4345e-06 - acc: 1.000 - ETA: 4s - loss: 3.8892e-06 - acc: 1.000 - ETA: 4s - loss: 3.3759e-06 - acc: 1.000 - ETA: 4s - loss: 3.6263e-06 - acc: 1.000 - ETA: 4s - loss: 3.2650e-06 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 800us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5060 - val_acc: 0.8515 Epoch 00746: val_loss did not improve from 0.55729 Epoch 747/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-06 - acc: 1.000 - ETA: 5s - loss: 5.0395e-05 - acc: 1.000 - ETA: 5s - loss: 3.6333e-05 - acc: 1.000 - ETA: 5s - loss: 2.6456e-05 - acc: 1.000 - ETA: 4s - loss: 1.9530e-05 - acc: 1.000 - ETA: 5s - loss: 1.6305e-05 - acc: 1.000 - ETA: 4s - loss: 1.3364e-05 - acc: 1.000 - ETA: 4s - loss: 1.1777e-05 - acc: 1.000 - ETA: 4s - loss: 1.0173e-05 - acc: 1.000 - ETA: 4s - loss: 8.9542e-06 - acc: 1.000 - ETA: 4s - loss: 8.2234e-06 - acc: 1.000 - ETA: 4s - loss: 7.4130e-06 - acc: 1.000 - ETA: 4s - loss: 6.7563e-06 - acc: 1.000 - ETA: 4s - loss: 6.3331e-06 - acc: 1.000 - ETA: 4s - loss: 5.9731e-06 - acc: 1.000 - ETA: 4s - loss: 5.5407e-06 - acc: 1.000 - ETA: 4s - loss: 5.1669e-06 - acc: 1.000 - ETA: 4s - loss: 4.9226e-06 - acc: 1.000 - ETA: 4s - loss: 4.6377e-06 - acc: 1.000 - ETA: 4s - loss: 4.4384e-06 - acc: 1.000 - ETA: 4s - loss: 4.1985e-06 - acc: 1.000 - ETA: 4s - loss: 4.0419e-06 - acc: 1.000 - ETA: 3s - loss: 3.8440e-06 - acc: 1.000 - ETA: 3s - loss: 0.0097 - acc: 0.9994 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 803us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.5076 - val_acc: 0.8527 Epoch 00747: val_loss did not improve from 0.55729 Epoch 748/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.0994e-07 - acc: 1.000 - ETA: 5s - loss: 1.2803e-06 - acc: 1.000 - ETA: 5s - loss: 0.0890 - acc: 0.9944 - ETA: 5s - loss: 0.0667 - acc: 0.995 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.997 - ETA: 4s - loss: 0.0699 - acc: 0.995 - ETA: 4s - loss: 0.0595 - acc: 0.996 - ETA: 4s - loss: 0.0536 - acc: 0.996 - ETA: 4s - loss: 0.0473 - acc: 0.997 - ETA: 4s - loss: 0.0423 - acc: 0.997 - ETA: 4s - loss: 0.0383 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0328 - acc: 0.998 - ETA: 4s - loss: 0.0303 - acc: 0.998 - ETA: 4s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - 5s 799us/step - loss: 0.0128 - acc: 0.9991 - val_loss: 1.5172 - val_acc: 0.8539 Epoch 00748: val_loss did not improve from 0.55729 Epoch 749/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5020e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 4s - loss: 4.6443e-07 - acc: 1.000 - ETA: 4s - loss: 8.2389e-07 - acc: 1.000 - ETA: 4s - loss: 7.0352e-07 - acc: 1.000 - ETA: 4s - loss: 4.7325e-06 - acc: 1.000 - ETA: 4s - loss: 4.2218e-06 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0416 - acc: 0.996 - ETA: 4s - loss: 0.0387 - acc: 0.996 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 795us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5415 - val_acc: 0.8515 Epoch 00749: val_loss did not improve from 0.55729 Epoch 750/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3542e-05 - acc: 1.000 - ETA: 5s - loss: 1.1899e-05 - acc: 1.000 - ETA: 4s - loss: 8.0574e-06 - acc: 1.000 - ETA: 4s - loss: 6.0945e-06 - acc: 1.000 - ETA: 4s - loss: 9.8558e-05 - acc: 1.000 - ETA: 4s - loss: 8.1504e-05 - acc: 1.000 - ETA: 4s - loss: 6.9507e-05 - acc: 1.000 - ETA: 4s - loss: 6.2568e-05 - acc: 1.000 - ETA: 4s - loss: 5.5225e-05 - acc: 1.000 - ETA: 4s - loss: 5.0762e-05 - acc: 1.000 - ETA: 4s - loss: 5.5888e-05 - acc: 1.000 - ETA: 4s - loss: 5.0934e-05 - acc: 1.000 - ETA: 4s - loss: 4.7759e-05 - acc: 1.000 - ETA: 4s - loss: 4.4187e-05 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 794us/step - loss: 0.0148 - acc: 0.9988 - val_loss: 1.4563 - val_acc: 0.8575 Epoch 00750: val_loss did not improve from 0.55729 Epoch 751/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 1.7642e-06 - acc: 1.000 - ETA: 4s - loss: 1.3882e-06 - acc: 1.000 - ETA: 4s - loss: 2.0095e-06 - acc: 1.000 - ETA: 4s - loss: 1.6320e-06 - acc: 1.000 - ETA: 4s - loss: 1.4407e-06 - acc: 1.000 - ETA: 4s - loss: 3.6398e-06 - acc: 1.000 - ETA: 4s - loss: 3.1958e-06 - acc: 1.000 - ETA: 4s - loss: 2.8442e-06 - acc: 1.000 - ETA: 4s - loss: 2.7466e-06 - acc: 1.000 - ETA: 4s - loss: 2.4972e-06 - acc: 1.000 - ETA: 4s - loss: 2.4443e-06 - acc: 1.000 - ETA: 4s - loss: 2.2610e-06 - acc: 1.000 - ETA: 4s - loss: 2.1410e-06 - acc: 1.000 - ETA: 4s - loss: 2.0028e-06 - acc: 1.000 - ETA: 4s - loss: 1.8793e-06 - acc: 1.000 - ETA: 4s - loss: 1.8186e-06 - acc: 1.000 - ETA: 4s - loss: 1.7222e-06 - acc: 1.000 - ETA: 4s - loss: 1.6675e-06 - acc: 1.000 - ETA: 3s - loss: 1.8208e-06 - acc: 1.000 - ETA: 3s - loss: 1.7508e-06 - acc: 1.000 - ETA: 3s - loss: 1.6733e-06 - acc: 1.000 - ETA: 3s - loss: 1.6205e-06 - acc: 1.000 - ETA: 3s - loss: 1.5546e-06 - acc: 1.000 - ETA: 3s - loss: 1.5175e-06 - acc: 1.000 - ETA: 3s - loss: 1.4612e-06 - acc: 1.000 - ETA: 3s - loss: 1.4217e-06 - acc: 1.000 - ETA: 3s - loss: 1.3726e-06 - acc: 1.000 - ETA: 3s - loss: 1.3271e-06 - acc: 1.000 - ETA: 3s - loss: 1.2957e-06 - acc: 1.000 - ETA: 3s - loss: 1.2561e-06 - acc: 1.000 - ETA: 3s - loss: 1.2187e-06 - acc: 1.000 - ETA: 3s - loss: 3.0642e-06 - acc: 1.000 - ETA: 3s - loss: 3.0005e-06 - acc: 1.000 - ETA: 3s - loss: 2.9132e-06 - acc: 1.000 - ETA: 3s - loss: 2.8312e-06 - acc: 1.000 - ETA: 2s - loss: 2.7738e-06 - acc: 1.000 - ETA: 2s - loss: 2.6997e-06 - acc: 1.000 - ETA: 2s - loss: 0.0055 - acc: 0.9997 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 793us/step - loss: 0.0105 - acc: 0.9993 - val_loss: 1.4717 - val_acc: 0.8659 Epoch 00751: val_loss did not improve from 0.55729 Epoch 752/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3246e-06 - acc: 1.000 - ETA: 5s - loss: 7.8083e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.1343 - acc: 0.991 - ETA: 4s - loss: 0.1075 - acc: 0.993 - ETA: 4s - loss: 0.0848 - acc: 0.994 - ETA: 4s - loss: 0.0701 - acc: 0.995 - 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acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.997 - ETA: 2s - loss: 0.0191 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 794us/step - loss: 0.0107 - acc: 0.9988 - val_loss: 1.4374 - val_acc: 0.8611 Epoch 00752: val_loss did not improve from 0.55729 Epoch 753/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9129e-06 - acc: 1.000 - ETA: 5s - loss: 1.1892e-06 - acc: 1.000 - ETA: 4s - loss: 0.0513 - acc: 0.9962 - ETA: 4s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.995 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0204 - acc: 0.996 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0155 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.997 - ETA: 2s - loss: 0.0172 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0159 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - 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acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 806us/step - loss: 0.0108 - acc: 0.9985 - val_loss: 1.4428 - val_acc: 0.8527 Epoch 00753: val_loss did not improve from 0.55729 Epoch 754/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.0611e-06 - acc: 1.000 - ETA: 5s - loss: 1.7536e-06 - acc: 1.000 - ETA: 5s - loss: 1.3785e-06 - acc: 1.000 - ETA: 5s - loss: 1.1267e-06 - acc: 1.000 - ETA: 5s - loss: 9.5893e-07 - acc: 1.000 - ETA: 5s - loss: 8.3897e-07 - acc: 1.000 - ETA: 5s - loss: 1.4359e-06 - acc: 1.000 - ETA: 5s - loss: 1.2515e-06 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9984 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 804us/step - loss: 0.0147 - acc: 0.9988 - val_loss: 1.5095 - val_acc: 0.8527 Epoch 00754: val_loss did not improve from 0.55729 Epoch 755/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3306e-06 - acc: 1.000 - ETA: 5s - loss: 5.4308e-06 - acc: 1.000 - ETA: 5s - loss: 3.5018e-06 - acc: 1.000 - ETA: 4s - loss: 1.3206e-05 - acc: 1.000 - ETA: 4s - loss: 1.1228e-05 - acc: 1.000 - ETA: 4s - loss: 8.8985e-06 - acc: 1.000 - ETA: 4s - loss: 7.7019e-06 - acc: 1.000 - ETA: 4s - loss: 6.9603e-06 - acc: 1.000 - ETA: 4s - loss: 6.3181e-06 - acc: 1.000 - ETA: 4s - loss: 2.6500e-05 - acc: 1.000 - ETA: 4s - loss: 2.3716e-05 - acc: 1.000 - ETA: 4s - loss: 2.1862e-05 - acc: 1.000 - ETA: 4s - loss: 2.0380e-05 - acc: 1.000 - ETA: 4s - loss: 2.0292e-05 - acc: 1.000 - ETA: 4s - loss: 1.8753e-05 - acc: 1.000 - ETA: 4s - loss: 1.7459e-05 - acc: 1.000 - ETA: 4s - loss: 1.6578e-05 - acc: 1.000 - ETA: 4s - loss: 1.5673e-05 - acc: 1.000 - ETA: 4s - loss: 0.0120 - acc: 0.9993 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 800us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.4879 - val_acc: 0.8563 Epoch 00755: val_loss did not improve from 0.55729 Epoch 756/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 6.0910e-07 - acc: 1.000 - ETA: 4s - loss: 4.5574e-07 - acc: 1.000 - ETA: 4s - loss: 9.2173e-07 - acc: 1.000 - ETA: 4s - loss: 1.3690e-06 - acc: 1.000 - ETA: 4s - loss: 1.2277e-06 - acc: 1.000 - ETA: 4s - loss: 1.6567e-06 - acc: 1.000 - ETA: 4s - loss: 2.3886e-06 - acc: 1.000 - ETA: 4s - loss: 2.1868e-06 - acc: 1.000 - ETA: 4s - loss: 1.9648e-06 - acc: 1.000 - ETA: 4s - loss: 1.7848e-06 - acc: 1.000 - ETA: 4s - loss: 1.6707e-06 - acc: 1.000 - ETA: 4s - loss: 1.5815e-06 - acc: 1.000 - ETA: 4s - loss: 1.4732e-06 - acc: 1.000 - ETA: 4s - loss: 1.3765e-06 - acc: 1.000 - ETA: 4s - loss: 1.3512e-06 - acc: 1.000 - ETA: 4s - loss: 1.2745e-06 - acc: 1.000 - ETA: 4s - loss: 1.2222e-06 - acc: 1.000 - ETA: 4s - loss: 1.1593e-06 - acc: 1.000 - ETA: 4s - loss: 1.1032e-06 - acc: 1.000 - ETA: 3s - loss: 1.0875e-06 - acc: 1.000 - ETA: 3s - loss: 1.0403e-06 - acc: 1.000 - ETA: 3s - loss: 1.0074e-06 - acc: 1.000 - ETA: 3s - loss: 9.6718e-07 - acc: 1.000 - ETA: 3s - loss: 9.3134e-07 - acc: 1.000 - ETA: 3s - loss: 9.1273e-07 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.9995 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 798us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.4338 - val_acc: 0.8539 Epoch 00756: val_loss did not improve from 0.55729 Epoch 757/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4273e-07 - acc: 1.000 - ETA: 4s - loss: 2.3723e-07 - acc: 1.000 - ETA: 4s - loss: 5.8116e-07 - acc: 1.000 - ETA: 4s - loss: 4.9423e-07 - acc: 1.000 - ETA: 4s - loss: 4.1923e-07 - acc: 1.000 - ETA: 5s - loss: 3.8711e-07 - acc: 1.000 - ETA: 4s - loss: 3.6061e-07 - acc: 1.000 - ETA: 4s - loss: 3.3287e-07 - acc: 1.000 - ETA: 4s - loss: 3.3816e-07 - acc: 1.000 - ETA: 4s - loss: 3.2055e-07 - acc: 1.000 - ETA: 4s - loss: 3.1018e-07 - acc: 1.000 - ETA: 4s - loss: 2.9621e-07 - acc: 1.000 - ETA: 4s - loss: 2.8942e-07 - acc: 1.000 - ETA: 4s - loss: 2.7878e-07 - acc: 1.000 - ETA: 4s - loss: 2.6822e-07 - acc: 1.000 - ETA: 4s - loss: 2.6178e-07 - acc: 1.000 - ETA: 4s - loss: 2.5228e-07 - acc: 1.000 - ETA: 4s - loss: 2.4452e-07 - acc: 1.000 - ETA: 4s - loss: 2.4131e-07 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 794us/step - loss: 0.0152 - acc: 0.9990 - val_loss: 1.5411 - val_acc: 0.8407 Epoch 00757: val_loss did not improve from 0.55729 Epoch 758/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 4.5636e-07 - acc: 1.000 - ETA: 4s - loss: 3.4993e-07 - acc: 1.000 - ETA: 4s - loss: 8.8846e-04 - acc: 1.000 - ETA: 4s - loss: 7.4819e-04 - acc: 1.000 - ETA: 4s - loss: 6.1830e-04 - acc: 1.000 - ETA: 4s - loss: 5.2748e-04 - acc: 1.000 - ETA: 4s - loss: 4.7475e-04 - acc: 1.000 - ETA: 4s - loss: 4.1896e-04 - acc: 1.000 - ETA: 4s - loss: 3.7492e-04 - acc: 1.000 - ETA: 4s - loss: 3.4751e-04 - acc: 1.000 - ETA: 4s - loss: 3.1663e-04 - acc: 1.000 - ETA: 4s - loss: 4.6784e-04 - acc: 1.000 - ETA: 4s - loss: 4.3399e-04 - acc: 1.000 - ETA: 4s - loss: 4.0354e-04 - acc: 1.000 - ETA: 4s - loss: 3.8337e-04 - acc: 1.000 - ETA: 4s - loss: 3.6387e-04 - acc: 1.000 - ETA: 4s - loss: 3.4758e-04 - acc: 1.000 - ETA: 4s - loss: 3.3204e-04 - acc: 1.000 - ETA: 3s - loss: 3.1438e-04 - acc: 1.000 - ETA: 3s - loss: 2.9847e-04 - acc: 1.000 - ETA: 3s - loss: 2.8409e-04 - acc: 1.000 - ETA: 3s - loss: 2.7105e-04 - acc: 1.000 - ETA: 3s - loss: 2.6202e-04 - acc: 1.000 - ETA: 3s - loss: 2.5088e-04 - acc: 1.000 - ETA: 3s - loss: 2.4088e-04 - acc: 1.000 - ETA: 3s - loss: 2.3145e-04 - acc: 1.000 - ETA: 3s - loss: 2.2272e-04 - acc: 1.000 - ETA: 3s - loss: 2.1462e-04 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9996 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 793us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.5490 - val_acc: 0.8503 Epoch 00758: val_loss did not improve from 0.55729 Epoch 759/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3828e-07 - acc: 1.000 - ETA: 4s - loss: 1.3908e-07 - acc: 1.000 - ETA: 4s - loss: 5.6920e-06 - acc: 1.000 - ETA: 4s - loss: 4.7831e-06 - acc: 1.000 - ETA: 4s - loss: 3.8573e-06 - acc: 1.000 - ETA: 4s - loss: 5.6534e-06 - acc: 1.000 - ETA: 4s - loss: 0.0098 - acc: 0.9981 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 794us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5166 - val_acc: 0.8539 Epoch 00759: val_loss did not improve from 0.55729 Epoch 760/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4256e-05 - acc: 1.000 - ETA: 5s - loss: 9.7105e-04 - acc: 1.000 - ETA: 5s - loss: 0.0614 - acc: 0.9937 - ETA: 4s - loss: 0.1081 - acc: 0.991 - ETA: 4s - loss: 0.0865 - acc: 0.993 - ETA: 5s - loss: 0.0721 - acc: 0.994 - ETA: 4s - loss: 0.0618 - acc: 0.995 - ETA: 4s - loss: 0.0543 - acc: 0.995 - ETA: 4s - loss: 0.0483 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.996 - ETA: 4s - loss: 0.0602 - acc: 0.995 - ETA: 4s - loss: 0.0747 - acc: 0.994 - ETA: 4s - loss: 0.0678 - acc: 0.995 - ETA: 4s - loss: 0.0633 - acc: 0.995 - ETA: 4s - loss: 0.0744 - acc: 0.995 - ETA: 4s - loss: 0.0689 - acc: 0.995 - ETA: 4s - loss: 0.0642 - acc: 0.995 - ETA: 4s - loss: 0.0600 - acc: 0.996 - ETA: 4s - loss: 0.0573 - acc: 0.996 - ETA: 4s - loss: 0.0539 - acc: 0.996 - ETA: 4s - loss: 0.0510 - acc: 0.996 - ETA: 3s - loss: 0.0483 - acc: 0.996 - ETA: 3s - loss: 0.0459 - acc: 0.996 - ETA: 3s - loss: 0.0443 - acc: 0.997 - ETA: 3s - loss: 0.0423 - acc: 0.997 - ETA: 3s - loss: 0.0405 - acc: 0.997 - ETA: 3s - loss: 0.0392 - acc: 0.997 - ETA: 3s - loss: 0.0376 - acc: 0.997 - ETA: 3s - loss: 0.0365 - acc: 0.997 - ETA: 3s - loss: 0.0351 - acc: 0.997 - ETA: 3s - loss: 0.0339 - acc: 0.997 - ETA: 3s - loss: 0.0327 - acc: 0.997 - ETA: 3s - loss: 0.0316 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0300 - acc: 0.998 - ETA: 3s - loss: 0.0293 - acc: 0.998 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 2s - loss: 0.0262 - acc: 0.998 - ETA: 2s - loss: 0.0255 - acc: 0.998 - ETA: 2s - loss: 0.0250 - acc: 0.998 - ETA: 2s - loss: 0.0244 - acc: 0.998 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0263 - acc: 0.998 - ETA: 2s - loss: 0.0259 - acc: 0.998 - ETA: 2s - loss: 0.0253 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 1s - loss: 0.0217 - acc: 0.998 - ETA: 1s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - 5s 797us/step - loss: 0.0136 - acc: 0.9991 - val_loss: 1.5138 - val_acc: 0.8527 Epoch 00760: val_loss did not improve from 0.55729 Epoch 761/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.6327e-07 - acc: 1.000 - ETA: 4s - loss: 4.1306e-07 - acc: 1.000 - ETA: 4s - loss: 5.0300e-07 - acc: 1.000 - ETA: 4s - loss: 4.4108e-07 - acc: 1.000 - ETA: 4s - loss: 3.6136e-07 - acc: 1.000 - ETA: 4s - loss: 3.1755e-07 - acc: 1.000 - ETA: 4s - loss: 2.8933e-07 - acc: 1.000 - ETA: 4s - loss: 2.7110e-07 - acc: 1.000 - ETA: 4s - loss: 2.7972e-06 - acc: 1.000 - ETA: 4s - loss: 2.5709e-06 - acc: 1.000 - ETA: 4s - loss: 2.3433e-06 - acc: 1.000 - ETA: 4s - loss: 2.1439e-06 - acc: 1.000 - ETA: 4s - loss: 2.0119e-06 - acc: 1.000 - ETA: 4s - loss: 1.8607e-06 - acc: 1.000 - ETA: 4s - loss: 1.7767e-06 - acc: 1.000 - ETA: 4s - loss: 1.6624e-06 - acc: 1.000 - ETA: 4s - loss: 1.5631e-06 - acc: 1.000 - ETA: 4s - loss: 1.4965e-06 - acc: 1.000 - ETA: 4s - loss: 1.4242e-06 - acc: 1.000 - ETA: 4s - loss: 1.3708e-06 - acc: 1.000 - ETA: 3s - loss: 1.3049e-06 - acc: 1.000 - ETA: 3s - loss: 1.2479e-06 - acc: 1.000 - ETA: 3s - loss: 1.2076e-06 - acc: 1.000 - ETA: 3s - loss: 1.5923e-06 - acc: 1.000 - ETA: 3s - loss: 1.5438e-06 - acc: 1.000 - ETA: 3s - loss: 1.4838e-06 - acc: 1.000 - ETA: 3s - loss: 1.4420e-06 - acc: 1.000 - ETA: 3s - loss: 1.3901e-06 - acc: 1.000 - ETA: 3s - loss: 1.3542e-06 - acc: 1.000 - ETA: 3s - loss: 1.5942e-06 - acc: 1.000 - ETA: 3s - loss: 1.5550e-06 - acc: 1.000 - ETA: 3s - loss: 1.5059e-06 - acc: 1.000 - ETA: 3s - loss: 1.4694e-06 - acc: 1.000 - ETA: 3s - loss: 1.4330e-06 - acc: 1.000 - ETA: 3s - loss: 1.4289e-06 - acc: 1.000 - ETA: 3s - loss: 1.3904e-06 - acc: 1.000 - ETA: 3s - loss: 1.3531e-06 - acc: 1.000 - ETA: 2s - loss: 1.3185e-06 - acc: 1.000 - ETA: 2s - loss: 1.2956e-06 - acc: 1.000 - ETA: 2s - loss: 1.2640e-06 - acc: 1.000 - ETA: 2s - loss: 0.0054 - acc: 0.9997 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 793us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.5405 - val_acc: 0.8503 Epoch 00761: val_loss did not improve from 0.55729 Epoch 762/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0520e-06 - acc: 1.000 - ETA: 4s - loss: 6.5625e-07 - acc: 1.000 - ETA: 4s - loss: 1.5048e-05 - acc: 1.000 - ETA: 4s - loss: 1.1316e-05 - acc: 1.000 - ETA: 4s - loss: 8.5392e-06 - acc: 1.000 - ETA: 4s - loss: 6.8558e-06 - acc: 1.000 - ETA: 4s - loss: 6.2307e-06 - acc: 1.000 - ETA: 4s - loss: 5.3327e-06 - acc: 1.000 - ETA: 4s - loss: 8.7416e-06 - acc: 1.000 - ETA: 4s - loss: 7.9810e-06 - acc: 1.000 - ETA: 4s - loss: 7.1728e-06 - acc: 1.000 - ETA: 4s - loss: 6.6343e-06 - acc: 1.000 - ETA: 4s - loss: 6.8451e-06 - acc: 1.000 - ETA: 4s - loss: 6.3128e-06 - acc: 1.000 - ETA: 4s - loss: 5.9656e-06 - acc: 1.000 - ETA: 4s - loss: 5.5553e-06 - acc: 1.000 - ETA: 4s - loss: 5.1992e-06 - acc: 1.000 - ETA: 4s - loss: 5.3487e-06 - acc: 1.000 - ETA: 4s - loss: 5.0411e-06 - acc: 1.000 - ETA: 4s - loss: 4.8333e-06 - acc: 1.000 - ETA: 4s - loss: 4.5821e-06 - acc: 1.000 - ETA: 3s - loss: 4.3582e-06 - acc: 1.000 - ETA: 3s - loss: 4.2367e-06 - acc: 1.000 - ETA: 3s - loss: 4.0561e-06 - acc: 1.000 - ETA: 3s - loss: 3.8817e-06 - acc: 1.000 - ETA: 3s - loss: 3.7224e-06 - acc: 1.000 - ETA: 3s - loss: 3.6166e-06 - acc: 1.000 - ETA: 3s - loss: 3.5472e-06 - acc: 1.000 - ETA: 3s - loss: 3.4167e-06 - acc: 1.000 - ETA: 3s - loss: 3.3251e-06 - acc: 1.000 - ETA: 3s - loss: 3.2221e-06 - acc: 1.000 - ETA: 3s - loss: 3.1151e-06 - acc: 1.000 - ETA: 3s - loss: 3.0412e-06 - acc: 1.000 - ETA: 3s - loss: 2.9792e-06 - acc: 1.000 - ETA: 3s - loss: 2.8897e-06 - acc: 1.000 - ETA: 3s - loss: 2.8263e-06 - acc: 1.000 - ETA: 3s - loss: 2.7887e-06 - acc: 1.000 - ETA: 3s - loss: 2.7259e-06 - acc: 1.000 - ETA: 3s - loss: 2.6701e-06 - acc: 1.000 - ETA: 2s - loss: 2.6170e-06 - acc: 1.000 - ETA: 2s - loss: 2.5549e-06 - acc: 1.000 - ETA: 2s - loss: 2.5080e-06 - acc: 1.000 - ETA: 2s - loss: 2.4527e-06 - acc: 1.000 - ETA: 2s - loss: 2.4109e-06 - acc: 1.000 - ETA: 2s - loss: 2.3544e-06 - acc: 1.000 - ETA: 2s - loss: 2.3006e-06 - acc: 1.000 - ETA: 2s - loss: 2.2619e-06 - acc: 1.000 - ETA: 2s - loss: 2.2213e-06 - acc: 1.000 - ETA: 2s - loss: 2.1742e-06 - acc: 1.000 - ETA: 2s - loss: 2.1406e-06 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 800us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.4638 - val_acc: 0.8575 Epoch 00762: val_loss did not improve from 0.55729 Epoch 763/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.2007e-06 - acc: 1.000 - ETA: 5s - loss: 1.7501e-05 - acc: 1.000 - ETA: 5s - loss: 8.8823e-06 - acc: 1.000 - ETA: 4s - loss: 1.3366e-05 - acc: 1.000 - ETA: 4s - loss: 1.0222e-05 - acc: 1.000 - ETA: 4s - loss: 8.6387e-06 - acc: 1.000 - ETA: 4s - loss: 7.1913e-06 - acc: 1.000 - ETA: 4s - loss: 6.4045e-06 - acc: 1.000 - ETA: 4s - loss: 6.4719e-06 - acc: 1.000 - ETA: 4s - loss: 5.7249e-06 - acc: 1.000 - ETA: 4s - loss: 4.0532e-05 - acc: 1.000 - ETA: 4s - loss: 3.7502e-05 - acc: 1.000 - ETA: 4s - loss: 3.4173e-05 - acc: 1.000 - ETA: 4s - loss: 0.0172 - acc: 0.9989 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 812us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.4556 - val_acc: 0.8563 Epoch 00763: val_loss did not improve from 0.55729 Epoch 764/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7790e-05 - acc: 1.000 - ETA: 5s - loss: 7.1999e-04 - acc: 1.000 - ETA: 5s - loss: 5.2371e-04 - acc: 1.000 - ETA: 5s - loss: 4.1303e-04 - acc: 1.000 - ETA: 5s - loss: 3.2129e-04 - acc: 1.000 - ETA: 4s - loss: 2.7541e-04 - acc: 1.000 - ETA: 4s - loss: 2.3138e-04 - acc: 1.000 - ETA: 4s - loss: 2.0673e-04 - acc: 1.000 - ETA: 4s - loss: 1.8791e-04 - acc: 1.000 - ETA: 4s - loss: 1.6645e-04 - acc: 1.000 - ETA: 4s - loss: 1.5332e-04 - acc: 1.000 - ETA: 4s - loss: 1.4212e-04 - acc: 1.000 - ETA: 4s - loss: 1.2949e-04 - acc: 1.000 - ETA: 4s - loss: 1.2141e-04 - acc: 1.000 - ETA: 4s - loss: 1.1208e-04 - acc: 1.000 - ETA: 4s - loss: 1.0598e-04 - acc: 1.000 - ETA: 4s - loss: 1.0055e-04 - acc: 1.000 - ETA: 4s - loss: 9.4067e-05 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9992 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 818us/step - loss: 0.0134 - acc: 0.9991 - val_loss: 1.4647 - val_acc: 0.8527 Epoch 00764: val_loss did not improve from 0.55729 Epoch 765/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 1.8850e-07 - acc: 1.000 - ETA: 5s - loss: 1.5880e-07 - acc: 1.000 - ETA: 5s - loss: 1.3915e-06 - acc: 1.000 - ETA: 5s - loss: 1.0463e-06 - acc: 1.000 - ETA: 5s - loss: 9.3654e-07 - acc: 1.000 - ETA: 4s - loss: 8.5068e-07 - acc: 1.000 - ETA: 4s - loss: 7.6248e-07 - acc: 1.000 - ETA: 4s - loss: 6.8953e-07 - acc: 1.000 - ETA: 4s - loss: 1.0184e-06 - acc: 1.000 - ETA: 4s - loss: 9.7929e-07 - acc: 1.000 - ETA: 4s - loss: 8.9138e-07 - acc: 1.000 - ETA: 4s - loss: 8.3716e-07 - acc: 1.000 - ETA: 4s - loss: 9.5659e-07 - acc: 1.000 - ETA: 4s - loss: 8.9437e-07 - acc: 1.000 - ETA: 4s - loss: 8.3717e-07 - acc: 1.000 - ETA: 4s - loss: 8.0132e-07 - acc: 1.000 - ETA: 4s - loss: 7.7286e-07 - acc: 1.000 - ETA: 4s - loss: 7.5828e-07 - acc: 1.000 - ETA: 4s - loss: 7.2069e-07 - acc: 1.000 - ETA: 4s - loss: 8.9973e-07 - acc: 1.000 - ETA: 4s - loss: 8.7057e-07 - acc: 1.000 - ETA: 3s - loss: 8.3253e-07 - acc: 1.000 - ETA: 3s - loss: 8.2666e-07 - acc: 1.000 - ETA: 3s - loss: 8.0212e-07 - acc: 1.000 - ETA: 3s - loss: 7.7910e-07 - acc: 1.000 - ETA: 3s - loss: 1.9164e-06 - acc: 1.000 - ETA: 3s - loss: 1.8472e-06 - acc: 1.000 - ETA: 3s - loss: 1.7954e-06 - acc: 1.000 - ETA: 3s - loss: 1.7419e-06 - acc: 1.000 - ETA: 3s - loss: 1.7313e-06 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9995 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 815us/step - loss: 0.0091 - acc: 0.9993 - val_loss: 1.5353 - val_acc: 0.8431 Epoch 00765: val_loss did not improve from 0.55729 Epoch 766/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.7354e-07 - acc: 1.000 - ETA: 4s - loss: 2.4021e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 806us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.5300 - val_acc: 0.8419 Epoch 00766: val_loss did not improve from 0.55729 Epoch 767/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.5789e-07 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.0000 - ETA: 4s - loss: 0.0164 - acc: 0.995 - ETA: 4s - loss: 0.0123 - acc: 0.996 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9676e-04 - acc: 0.999 - ETA: 1s - loss: 9.7759e-04 - acc: 0.999 - ETA: 1s - loss: 9.5943e-04 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.9995 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 798us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.5688 - val_acc: 0.8515 Epoch 00767: val_loss did not improve from 0.55729 Epoch 768/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.8876e-05 - acc: 1.000 - ETA: 5s - loss: 2.1771e-05 - acc: 1.000 - ETA: 4s - loss: 1.5112e-05 - acc: 1.000 - ETA: 4s - loss: 1.2302e-05 - acc: 1.000 - ETA: 4s - loss: 9.8773e-06 - acc: 1.000 - ETA: 4s - loss: 9.1473e-06 - acc: 1.000 - ETA: 4s - loss: 7.9341e-06 - acc: 1.000 - ETA: 4s - loss: 7.2178e-06 - acc: 1.000 - ETA: 4s - loss: 6.4090e-06 - acc: 1.000 - ETA: 4s - loss: 5.7654e-06 - acc: 1.000 - ETA: 4s - loss: 5.8499e-06 - acc: 1.000 - ETA: 4s - loss: 5.3554e-06 - acc: 1.000 - ETA: 4s - loss: 4.9834e-06 - acc: 1.000 - ETA: 4s - loss: 4.7370e-06 - acc: 1.000 - ETA: 4s - loss: 1.7110e-04 - acc: 1.000 - ETA: 4s - loss: 1.6270e-04 - acc: 1.000 - ETA: 4s - loss: 1.5270e-04 - acc: 1.000 - ETA: 4s - loss: 1.4385e-04 - acc: 1.000 - ETA: 4s - loss: 1.3787e-04 - acc: 1.000 - ETA: 3s - loss: 0.0107 - acc: 0.9993 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 795us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.5517 - val_acc: 0.8515 Epoch 00768: val_loss did not improve from 0.55729 Epoch 769/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7822e-07 - acc: 1.000 - ETA: 4s - loss: 1.2553e-05 - acc: 1.000 - ETA: 4s - loss: 8.7269e-06 - acc: 1.000 - ETA: 4s - loss: 7.4175e-06 - acc: 1.000 - ETA: 4s - loss: 9.9950e-06 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 5s 797us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.4998 - val_acc: 0.8491 Epoch 00769: val_loss did not improve from 0.55729 Epoch 770/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 806us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.5517 - val_acc: 0.8467 Epoch 00770: val_loss did not improve from 0.55729 Epoch 771/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.6790e-07 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 1.0000 - ETA: 4s - loss: 0.0033 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1917e-04 - acc: 1.000 - ETA: 4s - loss: 8.4071e-04 - acc: 1.000 - ETA: 4s - loss: 7.5462e-04 - acc: 1.000 - ETA: 4s - loss: 6.8449e-04 - acc: 1.000 - ETA: 4s - loss: 6.2747e-04 - acc: 1.000 - ETA: 4s - loss: 5.7826e-04 - acc: 1.000 - ETA: 4s - loss: 5.4618e-04 - acc: 1.000 - ETA: 4s - loss: 5.0852e-04 - acc: 1.000 - ETA: 4s - loss: 4.7648e-04 - acc: 1.000 - ETA: 4s - loss: 4.4762e-04 - acc: 1.000 - ETA: 4s - loss: 4.2816e-04 - acc: 1.000 - ETA: 4s - loss: 4.0471e-04 - acc: 1.000 - ETA: 3s - loss: 3.8370e-04 - acc: 1.000 - ETA: 3s - loss: 3.6932e-04 - acc: 1.000 - ETA: 3s - loss: 3.5174e-04 - acc: 1.000 - ETA: 3s - loss: 3.3575e-04 - acc: 1.000 - ETA: 3s - loss: 3.2570e-04 - acc: 1.000 - ETA: 3s - loss: 3.1199e-04 - acc: 1.000 - ETA: 3s - loss: 2.9939e-04 - acc: 1.000 - ETA: 3s - loss: 2.8778e-04 - acc: 1.000 - ETA: 3s - loss: 2.7964e-04 - acc: 1.000 - ETA: 3s - loss: 2.6959e-04 - acc: 1.000 - ETA: 3s - loss: 2.6191e-04 - acc: 1.000 - ETA: 3s - loss: 2.5520e-04 - acc: 1.000 - ETA: 3s - loss: 2.4679e-04 - acc: 1.000 - ETA: 3s - loss: 2.3890e-04 - acc: 1.000 - ETA: 3s - loss: 2.3149e-04 - acc: 1.000 - ETA: 3s - loss: 2.2461e-04 - acc: 1.000 - ETA: 3s - loss: 0.0061 - acc: 0.9996 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 796us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.4565 - val_acc: 0.8491 Epoch 00771: val_loss did not improve from 0.55729 Epoch 772/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9900 - ETA: 5s - loss: 0.0140 - acc: 0.993 - ETA: 4s - loss: 0.0093 - acc: 0.995 - ETA: 4s - loss: 0.0070 - acc: 0.996 - ETA: 4s - loss: 0.0059 - acc: 0.997 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 792us/step - loss: 0.0095 - acc: 0.9988 - val_loss: 1.5398 - val_acc: 0.8407 Epoch 00772: val_loss did not improve from 0.55729 Epoch 773/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2650e-07 - acc: 1.000 - ETA: 4s - loss: 1.9789e-07 - acc: 1.000 - ETA: 4s - loss: 1.7472e-06 - acc: 1.000 - ETA: 4s - loss: 1.3457e-06 - acc: 1.000 - ETA: 4s - loss: 1.1324e-06 - acc: 1.000 - ETA: 4s - loss: 1.0008e-06 - acc: 1.000 - ETA: 4s - loss: 3.8595e-06 - acc: 1.000 - ETA: 4s - loss: 3.3118e-06 - acc: 1.000 - ETA: 4s - loss: 3.0013e-06 - acc: 1.000 - ETA: 4s - loss: 2.6682e-06 - acc: 1.000 - ETA: 4s - loss: 2.4033e-06 - acc: 1.000 - ETA: 4s - loss: 5.1131e-06 - acc: 1.000 - ETA: 4s - loss: 7.5996e-06 - acc: 1.000 - ETA: 4s - loss: 7.0520e-06 - acc: 1.000 - ETA: 4s - loss: 6.5398e-06 - acc: 1.000 - ETA: 4s - loss: 6.4373e-06 - acc: 1.000 - ETA: 4s - loss: 6.1267e-06 - acc: 1.000 - ETA: 4s - loss: 5.7790e-06 - acc: 1.000 - ETA: 4s - loss: 0.0234 - acc: 0.9986 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 793us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.5306 - val_acc: 0.8539 Epoch 00773: val_loss did not improve from 0.55729 Epoch 774/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.9405e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0505 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0160 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 803us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.4322 - val_acc: 0.8527 Epoch 00774: val_loss did not improve from 0.55729 Epoch 775/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.5241 - acc: 0.950 - ETA: 5s - loss: 0.2349 - acc: 0.980 - ETA: 5s - loss: 0.1309 - acc: 0.988 - ETA: 5s - loss: 0.0981 - acc: 0.991 - ETA: 4s - loss: 0.0736 - acc: 0.993 - ETA: 4s - loss: 0.0589 - acc: 0.995 - ETA: 4s - loss: 0.0491 - acc: 0.995 - ETA: 4s - loss: 0.0436 - acc: 0.996 - ETA: 4s - loss: 0.0603 - acc: 0.995 - ETA: 4s - loss: 0.0534 - acc: 0.995 - ETA: 4s - loss: 0.0492 - acc: 0.996 - ETA: 4s - loss: 0.0445 - acc: 0.996 - ETA: 4s - loss: 0.0406 - acc: 0.996 - ETA: 4s - loss: 0.0382 - acc: 0.996 - ETA: 4s - loss: 0.0420 - acc: 0.996 - ETA: 4s - loss: 0.0391 - acc: 0.996 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0348 - acc: 0.996 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0227 - 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acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 803us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.4664 - val_acc: 0.8575 Epoch 00775: val_loss did not improve from 0.55729 Epoch 776/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5050e-07 - acc: 1.000 - ETA: 5s - loss: 1.3895e-07 - acc: 1.000 - ETA: 5s - loss: 2.8821e-06 - acc: 1.000 - ETA: 5s - loss: 2.2914e-06 - acc: 1.000 - ETA: 5s - loss: 1.8221e-06 - acc: 1.000 - ETA: 4s - loss: 1.5788e-06 - acc: 1.000 - ETA: 4s - loss: 1.3457e-06 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 813us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.5087 - val_acc: 0.8575 Epoch 00776: val_loss did not improve from 0.55729 Epoch 777/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3126e-06 - acc: 1.000 - ETA: 5s - loss: 2.3694e-06 - acc: 1.000 - ETA: 4s - loss: 1.3719e-06 - acc: 1.000 - ETA: 5s - loss: 1.6849e-06 - acc: 1.000 - ETA: 4s - loss: 1.5271e-06 - acc: 1.000 - ETA: 4s - loss: 1.3503e-06 - acc: 1.000 - ETA: 4s - loss: 1.1749e-06 - acc: 1.000 - ETA: 4s - loss: 1.0226e-06 - acc: 1.000 - ETA: 4s - loss: 9.3444e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9985 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 816us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.4965 - val_acc: 0.8491 Epoch 00777: val_loss did not improve from 0.55729 Epoch 778/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2485e-07 - acc: 1.000 - ETA: 5s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 2.9840e-07 - acc: 1.000 - ETA: 5s - loss: 0.0143 - acc: 0.9955 - ETA: 4s - loss: 0.0133 - acc: 0.993 - ETA: 4s - loss: 0.0105 - acc: 0.994 - ETA: 4s - loss: 0.0091 - acc: 0.995 - ETA: 4s - loss: 0.0077 - acc: 0.996 - ETA: 4s - loss: 0.0069 - acc: 0.996 - ETA: 4s - loss: 0.0060 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.997 - ETA: 4s - loss: 0.0065 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.997 - ETA: 3s - loss: 0.0061 - acc: 0.997 - ETA: 3s - loss: 0.0059 - acc: 0.997 - ETA: 3s - loss: 0.0057 - acc: 0.997 - ETA: 3s - loss: 0.0055 - acc: 0.997 - ETA: 3s - loss: 0.0053 - acc: 0.997 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.997 - ETA: 3s - loss: 0.0094 - acc: 0.997 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 816us/step - loss: 0.0104 - acc: 0.9987 - val_loss: 1.5099 - val_acc: 0.8407 Epoch 00778: val_loss did not improve from 0.55729 Epoch 779/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.2762e-07 - acc: 1.000 - ETA: 5s - loss: 8.1958e-07 - acc: 1.000 - ETA: 5s - loss: 0.0108 - acc: 0.9900 - ETA: 5s - loss: 0.0083 - acc: 0.992 - ETA: 5s - loss: 0.0067 - acc: 0.993 - ETA: 5s - loss: 0.0057 - acc: 0.994 - ETA: 5s - loss: 0.0047 - acc: 0.995 - ETA: 5s - loss: 0.0042 - acc: 0.996 - ETA: 5s - loss: 0.0037 - acc: 0.996 - ETA: 5s - loss: 0.0034 - acc: 0.996 - ETA: 5s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0021 - acc: 0.998 - ETA: 3s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0016 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0043 - acc: 0.998 - ETA: 2s - loss: 0.0042 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0049 - acc: 0.998 - ETA: 2s - loss: 0.0048 - acc: 0.998 - ETA: 2s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 1s - loss: 0.0044 - acc: 0.998 - ETA: 1s - loss: 0.0043 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0042 - acc: 0.998 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0049 - acc: 0.998 - ETA: 1s - loss: 0.0048 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0047 - acc: 0.998 - ETA: 1s - loss: 0.0046 - acc: 0.998 - ETA: 1s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0045 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0064 - acc: 0.998 - ETA: 0s - loss: 0.0063 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0058 - acc: 0.998 - ETA: 0s - loss: 0.0057 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0056 - acc: 0.998 - ETA: 0s - loss: 0.0055 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - 5s 817us/step - loss: 0.0076 - acc: 0.9985 - val_loss: 1.4782 - val_acc: 0.8395 Epoch 00779: val_loss did not improve from 0.55729 Epoch 780/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 3.1555e-04 - acc: 1.000 - ETA: 4s - loss: 1.8081e-04 - acc: 1.000 - ETA: 4s - loss: 3.7852e-04 - acc: 1.000 - ETA: 4s - loss: 3.0809e-04 - acc: 1.000 - ETA: 4s - loss: 2.4660e-04 - acc: 1.000 - ETA: 4s - loss: 0.0353 - acc: 0.9978 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 806us/step - loss: 0.0140 - acc: 0.9990 - val_loss: 1.4673 - val_acc: 0.8527 Epoch 00780: val_loss did not improve from 0.55729 Epoch 781/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1756e-07 - acc: 1.000 - ETA: 5s - loss: 1.9663e-06 - acc: 1.000 - ETA: 5s - loss: 1.2257e-06 - acc: 1.000 - ETA: 5s - loss: 9.2392e-07 - acc: 1.000 - ETA: 4s - loss: 9.6206e-06 - acc: 1.000 - ETA: 4s - loss: 7.6203e-06 - acc: 1.000 - ETA: 4s - loss: 1.7159e-05 - acc: 1.000 - ETA: 4s - loss: 1.4795e-05 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 2s - loss: 0.0269 - acc: 0.997 - ETA: 2s - loss: 0.0262 - acc: 0.998 - ETA: 2s - loss: 0.0256 - acc: 0.998 - ETA: 2s - loss: 0.0250 - acc: 0.998 - ETA: 2s - loss: 0.0244 - acc: 0.998 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 803us/step - loss: 0.0156 - acc: 0.9988 - val_loss: 1.5050 - val_acc: 0.8563 Epoch 00781: val_loss did not improve from 0.55729 Epoch 782/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 1.9074e-07 - acc: 1.000 - ETA: 5s - loss: 3.1144e-07 - acc: 1.000 - ETA: 5s - loss: 2.6226e-07 - acc: 1.000 - ETA: 4s - loss: 1.0906e-06 - acc: 1.000 - ETA: 5s - loss: 9.7839e-07 - acc: 1.000 - ETA: 4s - loss: 8.4412e-07 - acc: 1.000 - ETA: 4s - loss: 7.3925e-07 - acc: 1.000 - ETA: 4s - loss: 1.0383e-06 - acc: 1.000 - ETA: 4s - loss: 9.3901e-07 - acc: 1.000 - ETA: 4s - loss: 8.5272e-07 - acc: 1.000 - ETA: 4s - loss: 8.0263e-07 - acc: 1.000 - ETA: 4s - loss: 7.7308e-07 - acc: 1.000 - ETA: 4s - loss: 7.9215e-07 - acc: 1.000 - ETA: 4s - loss: 7.4831e-07 - acc: 1.000 - ETA: 4s - loss: 7.0332e-07 - acc: 1.000 - ETA: 4s - loss: 6.7506e-07 - acc: 1.000 - ETA: 4s - loss: 6.6257e-06 - acc: 1.000 - ETA: 4s - loss: 6.3255e-06 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9993 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 803us/step - loss: 0.0145 - acc: 0.9985 - val_loss: 1.4898 - val_acc: 0.8455 Epoch 00782: val_loss did not improve from 0.55729 Epoch 783/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5466e-05 - acc: 1.000 - ETA: 5s - loss: 5.7079e-05 - acc: 1.000 - ETA: 5s - loss: 4.1033e-05 - acc: 1.000 - ETA: 4s - loss: 3.0127e-05 - acc: 1.000 - ETA: 5s - loss: 2.5128e-05 - acc: 1.000 - ETA: 4s - loss: 2.0924e-05 - acc: 1.000 - ETA: 4s - loss: 1.7728e-05 - acc: 1.000 - ETA: 4s - loss: 1.6016e-05 - acc: 1.000 - ETA: 4s - loss: 1.4092e-05 - acc: 1.000 - ETA: 4s - loss: 1.2614e-05 - acc: 1.000 - ETA: 4s - loss: 1.5347e-05 - acc: 1.000 - ETA: 4s - loss: 1.3968e-05 - acc: 1.000 - ETA: 4s - loss: 1.3088e-05 - acc: 1.000 - ETA: 4s - loss: 1.2088e-05 - acc: 1.000 - ETA: 4s - loss: 1.1217e-05 - acc: 1.000 - ETA: 4s - loss: 1.0644e-05 - acc: 1.000 - ETA: 4s - loss: 9.9702e-06 - acc: 1.000 - ETA: 4s - loss: 9.5156e-06 - acc: 1.000 - ETA: 4s - loss: 9.5649e-06 - acc: 1.000 - ETA: 4s - loss: 9.0475e-06 - acc: 1.000 - ETA: 4s - loss: 8.7216e-06 - acc: 1.000 - ETA: 3s - loss: 8.2924e-06 - acc: 1.000 - ETA: 3s - loss: 7.9033e-06 - acc: 1.000 - ETA: 3s - loss: 7.6804e-06 - acc: 1.000 - ETA: 3s - loss: 7.4284e-06 - acc: 1.000 - ETA: 3s - loss: 7.1175e-06 - acc: 1.000 - ETA: 3s - loss: 6.8557e-06 - acc: 1.000 - ETA: 3s - loss: 6.9838e-06 - acc: 1.000 - ETA: 3s - loss: 6.7876e-06 - acc: 1.000 - ETA: 3s - loss: 6.5994e-06 - acc: 1.000 - ETA: 3s - loss: 6.4277e-06 - acc: 1.000 - ETA: 3s - loss: 6.2118e-06 - acc: 1.000 - ETA: 3s - loss: 0.0025 - acc: 0.9996 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0021 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - 5s 802us/step - loss: 0.0101 - acc: 0.9991 - val_loss: 1.5339 - val_acc: 0.8515 Epoch 00783: val_loss did not improve from 0.55729 Epoch 784/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 2.2873e-07 - acc: 1.000 - ETA: 5s - loss: 9.9321e-07 - acc: 1.000 - ETA: 4s - loss: 7.7961e-07 - acc: 1.000 - ETA: 4s - loss: 9.4552e-07 - acc: 1.000 - ETA: 4s - loss: 8.4736e-07 - acc: 1.000 - ETA: 4s - loss: 0.0350 - acc: 0.9978 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 5s 797us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.4847 - val_acc: 0.8551 Epoch 00784: val_loss did not improve from 0.55729 Epoch 785/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1848e-05 - acc: 1.000 - ETA: 5s - loss: 7.5885e-05 - acc: 1.000 - ETA: 5s - loss: 3.8140e-05 - acc: 1.000 - ETA: 5s - loss: 2.7771e-05 - acc: 1.000 - ETA: 4s - loss: 2.0501e-05 - acc: 1.000 - ETA: 4s - loss: 1.6555e-05 - acc: 1.000 - ETA: 4s - loss: 1.4330e-05 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9981 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5739e-04 - acc: 0.999 - ETA: 4s - loss: 9.1032e-04 - acc: 0.999 - ETA: 4s - loss: 8.5435e-04 - acc: 0.999 - ETA: 4s - loss: 8.5263e-04 - acc: 0.999 - ETA: 4s - loss: 8.1722e-04 - acc: 0.999 - ETA: 4s - loss: 7.7439e-04 - acc: 0.999 - ETA: 3s - loss: 7.4498e-04 - acc: 0.999 - ETA: 3s - loss: 7.0912e-04 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.9988 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 800us/step - loss: 0.0107 - acc: 0.9990 - val_loss: 1.4931 - val_acc: 0.8539 Epoch 00785: val_loss did not improve from 0.55729 Epoch 786/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5616e-07 - acc: 1.000 - ETA: 5s - loss: 1.7174e-07 - acc: 1.000 - ETA: 4s - loss: 1.5721e-07 - acc: 1.000 - ETA: 4s - loss: 1.6590e-07 - acc: 1.000 - ETA: 4s - loss: 1.5607e-07 - acc: 1.000 - ETA: 4s - loss: 2.7859e-07 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9981 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0222 - acc: 0.998 - ETA: 1s - loss: 0.0218 - acc: 0.998 - ETA: 1s - loss: 0.0215 - acc: 0.998 - ETA: 1s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 794us/step - loss: 0.0144 - acc: 0.9987 - val_loss: 1.4391 - val_acc: 0.8587 Epoch 00786: val_loss did not improve from 0.55729 Epoch 787/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.5091e-05 - acc: 1.000 - ETA: 5s - loss: 2.3873e-05 - acc: 1.000 - ETA: 5s - loss: 1.2021e-05 - acc: 1.000 - ETA: 4s - loss: 8.0623e-06 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9969 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7356e-04 - acc: 0.998 - ETA: 4s - loss: 8.8892e-04 - acc: 0.998 - ETA: 4s - loss: 8.3624e-04 - acc: 0.999 - ETA: 4s - loss: 7.7315e-04 - acc: 0.999 - ETA: 4s - loss: 7.3366e-04 - acc: 0.999 - ETA: 4s - loss: 6.9701e-04 - acc: 0.999 - ETA: 4s - loss: 6.5346e-04 - acc: 0.999 - ETA: 4s - loss: 6.1503e-04 - acc: 0.999 - ETA: 4s - loss: 5.8905e-04 - acc: 0.999 - ETA: 3s - loss: 5.5765e-04 - acc: 0.999 - ETA: 3s - loss: 5.2944e-04 - acc: 0.999 - ETA: 3s - loss: 5.1010e-04 - acc: 0.999 - ETA: 3s - loss: 4.8641e-04 - acc: 0.999 - ETA: 3s - loss: 4.6551e-04 - acc: 0.999 - ETA: 3s - loss: 4.5050e-04 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.9990 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 796us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.4830 - val_acc: 0.8551 Epoch 00787: val_loss did not improve from 0.55729 Epoch 788/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 7.1945e-04 - acc: 1.000 - ETA: 5s - loss: 4.5789e-04 - acc: 1.000 - ETA: 4s - loss: 3.3618e-04 - acc: 1.000 - ETA: 4s - loss: 2.6544e-04 - acc: 1.000 - ETA: 4s - loss: 2.1932e-04 - acc: 1.000 - ETA: 4s - loss: 0.0312 - acc: 0.9981 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.998 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 795us/step - loss: 0.0102 - acc: 0.9993 - val_loss: 1.4637 - val_acc: 0.8623 Epoch 00788: val_loss did not improve from 0.55729 Epoch 789/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6160e-06 - acc: 1.000 - ETA: 5s - loss: 1.0562e-06 - acc: 1.000 - ETA: 4s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0505 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.999 - ETA: 0s - loss: 0.0159 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - 5s 794us/step - loss: 0.0141 - acc: 0.9991 - val_loss: 1.4677 - val_acc: 0.8467 Epoch 00789: val_loss did not improve from 0.55729 Epoch 790/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.4715e-07 - acc: 1.000 - ETA: 4s - loss: 1.4926e-07 - acc: 1.000 - ETA: 4s - loss: 1.6168e-07 - acc: 1.000 - ETA: 4s - loss: 1.5318e-07 - acc: 1.000 - ETA: 4s - loss: 1.5186e-07 - acc: 1.000 - ETA: 4s - loss: 1.3124e-05 - acc: 1.000 - ETA: 4s - loss: 1.1456e-05 - acc: 1.000 - ETA: 4s - loss: 1.0165e-05 - acc: 1.000 - ETA: 4s - loss: 1.1605e-05 - acc: 1.000 - ETA: 4s - loss: 1.0548e-05 - acc: 1.000 - ETA: 4s - loss: 9.6481e-06 - acc: 1.000 - ETA: 4s - loss: 9.0704e-06 - acc: 1.000 - ETA: 4s - loss: 8.4383e-06 - acc: 1.000 - ETA: 4s - loss: 8.1329e-06 - acc: 1.000 - ETA: 4s - loss: 7.7325e-06 - acc: 1.000 - ETA: 4s - loss: 7.2713e-06 - acc: 1.000 - ETA: 4s - loss: 6.8549e-06 - acc: 1.000 - ETA: 4s - loss: 6.4929e-06 - acc: 1.000 - ETA: 3s - loss: 6.1577e-06 - acc: 1.000 - ETA: 3s - loss: 5.9328e-06 - acc: 1.000 - ETA: 3s - loss: 5.6581e-06 - acc: 1.000 - ETA: 3s - loss: 5.4088e-06 - acc: 1.000 - ETA: 3s - loss: 5.2344e-06 - acc: 1.000 - ETA: 3s - loss: 5.0168e-06 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 791us/step - loss: 0.0153 - acc: 0.9988 - val_loss: 1.5287 - val_acc: 0.8395 Epoch 00790: val_loss did not improve from 0.55729 Epoch 791/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.1829e-06 - acc: 1.000 - ETA: 4s - loss: 1.7078e-06 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.1343 - acc: 0.991 - ETA: 4s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0806 - acc: 0.995 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0461 - acc: 0.997 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 791us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5339 - val_acc: 0.8455 Epoch 00791: val_loss did not improve from 0.55729 Epoch 792/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.3530e-07 - acc: 1.000 - ETA: 4s - loss: 1.3491e-06 - acc: 1.000 - ETA: 4s - loss: 1.0672e-06 - acc: 1.000 - ETA: 4s - loss: 8.3022e-07 - acc: 1.000 - ETA: 4s - loss: 8.6086e-07 - acc: 1.000 - ETA: 4s - loss: 9.1030e-07 - acc: 1.000 - ETA: 4s - loss: 7.9332e-07 - acc: 1.000 - ETA: 4s - loss: 7.2591e-07 - acc: 1.000 - ETA: 4s - loss: 1.1205e-04 - acc: 1.000 - ETA: 4s - loss: 1.0297e-04 - acc: 1.000 - ETA: 4s - loss: 9.3409e-05 - acc: 1.000 - ETA: 4s - loss: 8.5118e-05 - acc: 1.000 - ETA: 4s - loss: 7.8181e-05 - acc: 1.000 - ETA: 4s - loss: 7.3905e-05 - acc: 1.000 - ETA: 4s - loss: 6.9883e-05 - acc: 1.000 - ETA: 4s - loss: 8.5380e-05 - acc: 1.000 - ETA: 4s - loss: 7.9882e-05 - acc: 1.000 - ETA: 4s - loss: 7.5574e-05 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9993 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 795us/step - loss: 0.0144 - acc: 0.9990 - val_loss: 1.4741 - val_acc: 0.8551 Epoch 00792: val_loss did not improve from 0.55729 Epoch 793/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 5.4122e-07 - acc: 1.000 - ETA: 5s - loss: 8.3285e-06 - acc: 1.000 - ETA: 4s - loss: 2.9263e-05 - acc: 1.000 - ETA: 4s - loss: 3.3291e-05 - acc: 1.000 - ETA: 4s - loss: 2.7798e-05 - acc: 1.000 - ETA: 4s - loss: 2.3501e-05 - acc: 1.000 - ETA: 4s - loss: 2.0163e-05 - acc: 1.000 - ETA: 4s - loss: 1.8241e-05 - acc: 1.000 - ETA: 4s - loss: 1.6176e-05 - acc: 1.000 - ETA: 4s - loss: 1.4529e-05 - acc: 1.000 - ETA: 4s - loss: 1.3231e-05 - acc: 1.000 - ETA: 4s - loss: 1.2116e-05 - acc: 1.000 - ETA: 4s - loss: 1.1865e-05 - acc: 1.000 - ETA: 4s - loss: 1.1003e-05 - acc: 1.000 - ETA: 4s - loss: 1.0269e-05 - acc: 1.000 - ETA: 4s - loss: 9.7311e-06 - acc: 1.000 - ETA: 4s - loss: 9.1761e-06 - acc: 1.000 - ETA: 4s - loss: 8.6593e-06 - acc: 1.000 - ETA: 3s - loss: 8.2888e-06 - acc: 1.000 - ETA: 3s - loss: 7.9826e-06 - acc: 1.000 - ETA: 3s - loss: 0.0100 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 789us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.5240 - val_acc: 0.8503 Epoch 00793: val_loss did not improve from 0.55729 Epoch 794/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6868e-07 - acc: 1.000 - ETA: 5s - loss: 1.8047e-07 - acc: 1.000 - ETA: 4s - loss: 1.9234e-07 - acc: 1.000 - ETA: 4s - loss: 1.8285e-07 - acc: 1.000 - ETA: 4s - loss: 3.2627e-07 - acc: 1.000 - ETA: 4s - loss: 1.7862e-06 - acc: 1.000 - ETA: 4s - loss: 1.5488e-06 - acc: 1.000 - ETA: 4s - loss: 1.4115e-06 - acc: 1.000 - ETA: 4s - loss: 1.3007e-06 - acc: 1.000 - ETA: 4s - loss: 0.0133 - acc: 0.9987 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 791us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.4756 - val_acc: 0.8515 Epoch 00794: val_loss did not improve from 0.55729 Epoch 795/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8280e-07 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.9900 - ETA: 5s - loss: 0.0146 - acc: 0.993 - ETA: 4s - loss: 0.0097 - acc: 0.995 - ETA: 4s - loss: 0.0073 - acc: 0.996 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.996 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 795us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.4840 - val_acc: 0.8575 Epoch 00795: val_loss did not improve from 0.55729 Epoch 796/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 1.4552e-06 - acc: 1.000 - ETA: 5s - loss: 1.8083e-06 - acc: 1.000 - ETA: 4s - loss: 0.0607 - acc: 0.9958 - ETA: 4s - loss: 0.0485 - acc: 0.996 - ETA: 4s - loss: 0.0383 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0364 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 791us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.5014 - val_acc: 0.8527 Epoch 00796: val_loss did not improve from 0.55729 Epoch 797/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.0616e-06 - acc: 1.000 - ETA: 5s - loss: 7.1304e-07 - acc: 1.000 - ETA: 4s - loss: 5.1609e-07 - acc: 1.000 - ETA: 4s - loss: 8.1438e-07 - acc: 1.000 - ETA: 4s - loss: 7.0493e-07 - acc: 1.000 - ETA: 4s - loss: 7.1113e-07 - acc: 1.000 - ETA: 4s - loss: 0.0102 - acc: 0.9981 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 5s 820us/step - loss: 0.0129 - acc: 0.9991 - val_loss: 1.5234 - val_acc: 0.8575 Epoch 00797: val_loss did not improve from 0.55729 Epoch 798/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0777e-05 - acc: 1.000 - ETA: 5s - loss: 1.3030e-05 - acc: 1.000 - ETA: 5s - loss: 9.5093e-06 - acc: 1.000 - ETA: 5s - loss: 7.8848e-06 - acc: 1.000 - ETA: 5s - loss: 6.6605e-06 - acc: 1.000 - ETA: 5s - loss: 5.6793e-06 - acc: 1.000 - ETA: 5s - loss: 4.9540e-06 - acc: 1.000 - ETA: 5s - loss: 4.3962e-06 - acc: 1.000 - ETA: 5s - loss: 3.9558e-06 - acc: 1.000 - ETA: 5s - loss: 3.5964e-06 - acc: 1.000 - ETA: 5s - loss: 3.2984e-06 - acc: 1.000 - ETA: 5s - loss: 3.0492e-06 - acc: 1.000 - ETA: 5s - loss: 2.8348e-06 - acc: 1.000 - ETA: 5s - loss: 2.6496e-06 - acc: 1.000 - ETA: 4s - loss: 2.4897e-06 - acc: 1.000 - ETA: 4s - loss: 2.4733e-06 - acc: 1.000 - ETA: 4s - loss: 2.3474e-06 - acc: 1.000 - ETA: 4s - loss: 2.2265e-06 - acc: 1.000 - ETA: 4s - loss: 2.1234e-06 - acc: 1.000 - ETA: 4s - loss: 2.0369e-06 - acc: 1.000 - ETA: 4s - loss: 0.0120 - acc: 0.9993 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 5s 818us/step - loss: 0.0070 - acc: 0.9993 - val_loss: 1.5460 - val_acc: 0.8443 Epoch 00798: val_loss did not improve from 0.55729 Epoch 799/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.5636e-06 - acc: 1.000 - ETA: 5s - loss: 4.4286e-05 - acc: 1.000 - ETA: 5s - loss: 3.1250e-05 - acc: 1.000 - ETA: 5s - loss: 2.2499e-05 - acc: 1.000 - ETA: 5s - loss: 1.7543e-05 - acc: 1.000 - ETA: 5s - loss: 1.5055e-05 - acc: 1.000 - ETA: 4s - loss: 1.9407e-05 - acc: 1.000 - ETA: 4s - loss: 1.7346e-05 - acc: 1.000 - ETA: 4s - loss: 1.5283e-05 - acc: 1.000 - ETA: 4s - loss: 1.2279e-04 - acc: 1.000 - ETA: 4s - loss: 1.1021e-04 - acc: 1.000 - ETA: 4s - loss: 1.0235e-04 - acc: 1.000 - ETA: 4s - loss: 9.3524e-05 - acc: 1.000 - ETA: 4s - loss: 8.7809e-05 - acc: 1.000 - ETA: 4s - loss: 8.3238e-05 - acc: 1.000 - ETA: 4s - loss: 7.7301e-05 - acc: 1.000 - ETA: 4s - loss: 7.3396e-05 - acc: 1.000 - ETA: 4s - loss: 6.8745e-05 - acc: 1.000 - ETA: 4s - loss: 6.5626e-05 - acc: 1.000 - ETA: 4s - loss: 6.2778e-05 - acc: 1.000 - ETA: 4s - loss: 6.0186e-05 - acc: 1.000 - ETA: 4s - loss: 5.7836e-05 - acc: 1.000 - ETA: 4s - loss: 5.5638e-05 - acc: 1.000 - ETA: 4s - loss: 5.3658e-05 - acc: 1.000 - ETA: 3s - loss: 5.1164e-05 - acc: 1.000 - ETA: 3s - loss: 4.8872e-05 - acc: 1.000 - ETA: 3s - loss: 4.7282e-05 - acc: 1.000 - ETA: 3s - loss: 4.5318e-05 - acc: 1.000 - ETA: 3s - loss: 6.7233e-05 - acc: 1.000 - ETA: 3s - loss: 6.4673e-05 - acc: 1.000 - ETA: 3s - loss: 6.2282e-05 - acc: 1.000 - ETA: 3s - loss: 6.0618e-05 - acc: 1.000 - ETA: 3s - loss: 5.8558e-05 - acc: 1.000 - ETA: 3s - loss: 5.6914e-05 - acc: 1.000 - ETA: 3s - loss: 5.5074e-05 - acc: 1.000 - ETA: 3s - loss: 5.3766e-05 - acc: 1.000 - ETA: 3s - loss: 5.2116e-05 - acc: 1.000 - ETA: 3s - loss: 5.0943e-05 - acc: 1.000 - ETA: 3s - loss: 5.0666e-05 - acc: 1.000 - ETA: 3s - loss: 4.9250e-05 - acc: 1.000 - ETA: 2s - loss: 0.0056 - acc: 0.9997 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - 5s 802us/step - loss: 0.0129 - acc: 0.9991 - val_loss: 1.5770 - val_acc: 0.8479 Epoch 00799: val_loss did not improve from 0.55729 Epoch 800/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.2095e-07 - acc: 1.000 - ETA: 5s - loss: 6.1129e-07 - acc: 1.000 - ETA: 5s - loss: 4.9771e-07 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 812us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.5829 - val_acc: 0.8515 Epoch 00800: val_loss did not improve from 0.55729 Epoch 801/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 1.9789e-07 - acc: 1.000 - ETA: 5s - loss: 3.1106e-07 - acc: 1.000 - ETA: 5s - loss: 2.6362e-07 - acc: 1.000 - ETA: 5s - loss: 2.3584e-07 - acc: 1.000 - ETA: 4s - loss: 2.2760e-07 - acc: 1.000 - ETA: 4s - loss: 2.2677e-07 - acc: 1.000 - ETA: 4s - loss: 1.3635e-06 - acc: 1.000 - ETA: 4s - loss: 1.2215e-06 - acc: 1.000 - ETA: 4s - loss: 1.1611e-06 - acc: 1.000 - ETA: 4s - loss: 1.0816e-06 - acc: 1.000 - ETA: 4s - loss: 1.1735e-06 - acc: 1.000 - ETA: 4s - loss: 1.0877e-06 - acc: 1.000 - ETA: 4s - loss: 1.0272e-06 - acc: 1.000 - ETA: 4s - loss: 1.1912e-06 - acc: 1.000 - ETA: 4s - loss: 1.1196e-06 - acc: 1.000 - ETA: 4s - loss: 1.0810e-06 - acc: 1.000 - ETA: 4s - loss: 1.0353e-06 - acc: 1.000 - ETA: 4s - loss: 9.8673e-07 - acc: 1.000 - ETA: 4s - loss: 9.3815e-07 - acc: 1.000 - ETA: 4s - loss: 9.0515e-07 - acc: 1.000 - ETA: 3s - loss: 8.6535e-07 - acc: 1.000 - ETA: 3s - loss: 1.1700e-06 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 797us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.5600 - val_acc: 0.8443 Epoch 00801: val_loss did not improve from 0.55729 Epoch 802/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4575e-05 - acc: 1.000 - ETA: 5s - loss: 6.2347e-06 - acc: 1.000 - ETA: 5s - loss: 3.1769e-06 - acc: 1.000 - ETA: 5s - loss: 2.3907e-06 - acc: 1.000 - ETA: 4s - loss: 1.7993e-06 - acc: 1.000 - ETA: 5s - loss: 1.5206e-06 - acc: 1.000 - ETA: 4s - loss: 1.2701e-06 - acc: 1.000 - ETA: 4s - loss: 7.8764e-06 - acc: 1.000 - ETA: 4s - loss: 7.0753e-06 - acc: 1.000 - ETA: 4s - loss: 6.3309e-06 - acc: 1.000 - ETA: 4s - loss: 5.6593e-06 - acc: 1.000 - ETA: 4s - loss: 5.2438e-06 - acc: 1.000 - ETA: 4s - loss: 4.7787e-06 - acc: 1.000 - ETA: 4s - loss: 4.3955e-06 - acc: 1.000 - ETA: 4s - loss: 4.1439e-06 - acc: 1.000 - ETA: 4s - loss: 3.8542e-06 - acc: 1.000 - ETA: 4s - loss: 3.6009e-06 - acc: 1.000 - ETA: 4s - loss: 3.3800e-06 - acc: 1.000 - ETA: 4s - loss: 3.5052e-06 - acc: 1.000 - ETA: 4s - loss: 3.3123e-06 - acc: 1.000 - ETA: 4s - loss: 2.2551e-05 - acc: 1.000 - ETA: 3s - loss: 2.1425e-05 - acc: 1.000 - ETA: 3s - loss: 2.0636e-05 - acc: 1.000 - ETA: 3s - loss: 1.9672e-05 - acc: 1.000 - ETA: 3s - loss: 1.8793e-05 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 1s - loss: 0.0252 - acc: 0.998 - ETA: 1s - loss: 0.0247 - acc: 0.998 - ETA: 1s - loss: 0.0244 - acc: 0.998 - ETA: 1s - loss: 0.0240 - acc: 0.998 - ETA: 1s - loss: 0.0235 - acc: 0.998 - ETA: 1s - loss: 0.0232 - acc: 0.998 - ETA: 1s - loss: 0.0228 - acc: 0.998 - ETA: 1s - loss: 0.0224 - acc: 0.998 - ETA: 1s - loss: 0.0220 - acc: 0.998 - ETA: 1s - loss: 0.0217 - acc: 0.998 - ETA: 1s - loss: 0.0214 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 0s - loss: 0.0193 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - 5s 793us/step - loss: 0.0156 - acc: 0.9990 - val_loss: 1.5170 - val_acc: 0.8503 Epoch 00802: val_loss did not improve from 0.55729 Epoch 803/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4715e-07 - acc: 1.000 - ETA: 4s - loss: 1.3908e-07 - acc: 1.000 - ETA: 4s - loss: 1.3510e-07 - acc: 1.000 - ETA: 4s - loss: 1.4776e-07 - acc: 1.000 - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 5.4741e-07 - acc: 1.000 - ETA: 4s - loss: 5.5685e-07 - acc: 1.000 - ETA: 4s - loss: 5.0659e-07 - acc: 1.000 - ETA: 4s - loss: 4.6589e-07 - acc: 1.000 - ETA: 4s - loss: 1.6486e-06 - acc: 1.000 - ETA: 4s - loss: 1.5556e-06 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9990 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 794us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.5244 - val_acc: 0.8539 Epoch 00803: val_loss did not improve from 0.55729 Epoch 804/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.8055e-05 - acc: 1.000 - ETA: 5s - loss: 2.2045e-05 - acc: 1.000 - ETA: 4s - loss: 1.6207e-05 - acc: 1.000 - ETA: 4s - loss: 1.2825e-05 - acc: 1.000 - ETA: 4s - loss: 1.0666e-05 - acc: 1.000 - ETA: 4s - loss: 9.4918e-06 - acc: 1.000 - ETA: 4s - loss: 2.0680e-04 - acc: 1.000 - ETA: 4s - loss: 1.8249e-04 - acc: 1.000 - ETA: 4s - loss: 1.6339e-04 - acc: 1.000 - ETA: 4s - loss: 1.5147e-04 - acc: 1.000 - ETA: 4s - loss: 1.3802e-04 - acc: 1.000 - ETA: 4s - loss: 1.2676e-04 - acc: 1.000 - ETA: 4s - loss: 1.1945e-04 - acc: 1.000 - ETA: 4s - loss: 1.1615e-04 - acc: 1.000 - ETA: 4s - loss: 1.1025e-04 - acc: 1.000 - ETA: 4s - loss: 1.0326e-04 - acc: 1.000 - ETA: 4s - loss: 9.7840e-05 - acc: 1.000 - ETA: 4s - loss: 9.3652e-05 - acc: 1.000 - ETA: 4s - loss: 8.8597e-05 - acc: 1.000 - ETA: 3s - loss: 8.4061e-05 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9994 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - 5s 796us/step - loss: 0.0067 - acc: 0.9993 - val_loss: 1.6273 - val_acc: 0.8371 Epoch 00804: val_loss did not improve from 0.55729 Epoch 805/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9445e-07 - acc: 1.000 - ETA: 5s - loss: 3.4496e-07 - acc: 1.000 - ETA: 5s - loss: 8.3801e-06 - acc: 1.000 - ETA: 4s - loss: 6.4885e-06 - acc: 1.000 - ETA: 4s - loss: 5.2152e-06 - acc: 1.000 - ETA: 4s - loss: 4.7344e-06 - acc: 1.000 - ETA: 4s - loss: 4.0507e-06 - acc: 1.000 - ETA: 4s - loss: 3.5476e-06 - acc: 1.000 - ETA: 4s - loss: 3.7080e-06 - acc: 1.000 - ETA: 4s - loss: 3.3929e-06 - acc: 1.000 - ETA: 4s - loss: 3.1736e-06 - acc: 1.000 - ETA: 4s - loss: 3.0628e-06 - acc: 1.000 - ETA: 4s - loss: 3.1810e-06 - acc: 1.000 - ETA: 4s - loss: 2.9757e-06 - acc: 1.000 - ETA: 4s - loss: 2.7865e-06 - acc: 1.000 - ETA: 4s - loss: 2.8339e-06 - acc: 1.000 - ETA: 4s - loss: 3.1916e-06 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 793us/step - loss: 0.0097 - acc: 0.9994 - val_loss: 1.5101 - val_acc: 0.8467 Epoch 00805: val_loss did not improve from 0.55729 Epoch 806/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9900 - ETA: 5s - loss: 0.0073 - acc: 0.993 - ETA: 4s - loss: 0.0049 - acc: 0.995 - ETA: 4s - loss: 0.0037 - acc: 0.996 - ETA: 4s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.6381e-04 - acc: 0.999 - ETA: 4s - loss: 9.2129e-04 - acc: 0.999 - ETA: 4s - loss: 8.7013e-04 - acc: 0.999 - ETA: 3s - loss: 8.2435e-04 - acc: 0.999 - ETA: 3s - loss: 7.8314e-04 - acc: 0.999 - ETA: 3s - loss: 7.4586e-04 - acc: 0.999 - ETA: 3s - loss: 7.2014e-04 - acc: 0.999 - ETA: 3s - loss: 6.9110e-04 - acc: 0.999 - ETA: 3s - loss: 6.6201e-04 - acc: 0.999 - ETA: 3s - loss: 6.3527e-04 - acc: 0.999 - ETA: 3s - loss: 6.3819e-04 - acc: 0.999 - ETA: 3s - loss: 6.2014e-04 - acc: 0.999 - ETA: 3s - loss: 5.9759e-04 - acc: 0.999 - ETA: 3s - loss: 5.7663e-04 - acc: 0.999 - ETA: 3s - loss: 5.6185e-04 - acc: 0.999 - ETA: 3s - loss: 5.4328e-04 - acc: 0.999 - ETA: 3s - loss: 5.2590e-04 - acc: 0.999 - ETA: 3s - loss: 5.1360e-04 - acc: 0.999 - ETA: 3s - loss: 5.0184e-04 - acc: 0.999 - ETA: 3s - loss: 4.9060e-04 - acc: 0.999 - ETA: 3s - loss: 4.7986e-04 - acc: 0.999 - ETA: 3s - loss: 4.6958e-04 - acc: 0.999 - ETA: 2s - loss: 4.5973e-04 - acc: 0.999 - ETA: 2s - loss: 4.5030e-04 - acc: 0.999 - ETA: 2s - loss: 9.1635e-04 - acc: 0.999 - ETA: 2s - loss: 8.9896e-04 - acc: 0.999 - ETA: 2s - loss: 8.8168e-04 - acc: 0.999 - ETA: 2s - loss: 8.6504e-04 - acc: 0.999 - ETA: 2s - loss: 8.4903e-04 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.9988 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 800us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.4233 - val_acc: 0.8515 Epoch 00806: val_loss did not improve from 0.55729 Epoch 807/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8875e-07 - acc: 1.000 - ETA: 4s - loss: 1.0052e-06 - acc: 1.000 - ETA: 4s - loss: 7.8368e-07 - acc: 1.000 - ETA: 4s - loss: 7.4168e-07 - acc: 1.000 - ETA: 4s - loss: 6.6619e-07 - acc: 1.000 - ETA: 4s - loss: 5.8516e-07 - acc: 1.000 - ETA: 4s - loss: 5.8483e-07 - acc: 1.000 - ETA: 4s - loss: 7.7091e-07 - acc: 1.000 - ETA: 4s - loss: 7.3058e-07 - acc: 1.000 - ETA: 4s - loss: 6.7427e-07 - acc: 1.000 - ETA: 4s - loss: 6.3846e-07 - acc: 1.000 - ETA: 4s - loss: 6.1229e-07 - acc: 1.000 - ETA: 4s - loss: 1.6621e-06 - acc: 1.000 - ETA: 4s - loss: 1.5562e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 796us/step - loss: 0.0136 - acc: 0.9988 - val_loss: 1.6245 - val_acc: 0.8563 Epoch 00807: val_loss did not improve from 0.55729 Epoch 808/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.6341e-07 - acc: 1.000 - ETA: 5s - loss: 6.2735e-07 - acc: 1.000 - ETA: 4s - loss: 5.3096e-06 - acc: 1.000 - ETA: 4s - loss: 4.2277e-06 - acc: 1.000 - ETA: 4s - loss: 0.0402 - acc: 0.9975 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 793us/step - loss: 0.0158 - acc: 0.9988 - val_loss: 1.5651 - val_acc: 0.8443 Epoch 00808: val_loss did not improve from 0.55729 Epoch 809/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 4s - loss: 1.3461e-07 - acc: 1.000 - ETA: 4s - loss: 1.4156e-07 - acc: 1.000 - ETA: 4s - loss: 1.4186e-07 - acc: 1.000 - ETA: 4s - loss: 1.7246e-07 - acc: 1.000 - ETA: 4s - loss: 1.9162e-07 - acc: 1.000 - ETA: 4s - loss: 3.2435e-07 - acc: 1.000 - ETA: 4s - loss: 3.0215e-07 - acc: 1.000 - ETA: 4s - loss: 4.6885e-07 - acc: 1.000 - ETA: 4s - loss: 4.4868e-07 - acc: 1.000 - ETA: 4s - loss: 4.2678e-07 - acc: 1.000 - ETA: 4s - loss: 4.2710e-07 - acc: 1.000 - ETA: 4s - loss: 5.7774e-06 - acc: 1.000 - ETA: 4s - loss: 5.5472e-06 - acc: 1.000 - ETA: 4s - loss: 0.0127 - acc: 0.9992 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 803us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.5516 - val_acc: 0.8455 Epoch 00809: val_loss did not improve from 0.55729 Epoch 810/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6510e-07 - acc: 1.000 - ETA: 5s - loss: 2.5316e-05 - acc: 1.000 - ETA: 5s - loss: 1.9022e-05 - acc: 1.000 - ETA: 4s - loss: 2.3413e-05 - acc: 1.000 - ETA: 4s - loss: 1.9191e-05 - acc: 1.000 - ETA: 4s - loss: 1.8867e-05 - acc: 1.000 - ETA: 4s - loss: 1.6787e-05 - acc: 1.000 - ETA: 4s - loss: 1.4664e-05 - acc: 1.000 - ETA: 4s - loss: 1.3425e-05 - acc: 1.000 - ETA: 4s - loss: 1.2328e-05 - acc: 1.000 - ETA: 4s - loss: 5.2434e-04 - acc: 1.000 - ETA: 4s - loss: 4.9346e-04 - acc: 1.000 - ETA: 4s - loss: 5.3533e-04 - acc: 1.000 - ETA: 4s - loss: 5.3729e-04 - acc: 1.000 - ETA: 4s - loss: 5.0851e-04 - acc: 1.000 - ETA: 4s - loss: 4.7470e-04 - acc: 1.000 - ETA: 4s - loss: 4.4504e-04 - acc: 1.000 - ETA: 4s - loss: 4.2515e-04 - acc: 1.000 - ETA: 4s - loss: 4.0145e-04 - acc: 1.000 - ETA: 4s - loss: 3.8033e-04 - acc: 1.000 - ETA: 3s - loss: 3.6570e-04 - acc: 1.000 - ETA: 3s - loss: 4.2983e-04 - acc: 1.000 - ETA: 3s - loss: 4.1467e-04 - acc: 1.000 - ETA: 3s - loss: 4.0053e-04 - acc: 1.000 - ETA: 3s - loss: 3.8325e-04 - acc: 1.000 - ETA: 3s - loss: 3.7116e-04 - acc: 1.000 - ETA: 3s - loss: 3.5981e-04 - acc: 1.000 - ETA: 3s - loss: 3.4912e-04 - acc: 1.000 - ETA: 3s - loss: 3.3906e-04 - acc: 1.000 - ETA: 3s - loss: 3.2957e-04 - acc: 1.000 - ETA: 3s - loss: 3.2570e-04 - acc: 1.000 - ETA: 3s - loss: 3.1731e-04 - acc: 1.000 - ETA: 3s - loss: 3.0910e-04 - acc: 1.000 - ETA: 3s - loss: 3.0132e-04 - acc: 1.000 - ETA: 3s - loss: 2.9392e-04 - acc: 1.000 - ETA: 3s - loss: 2.8687e-04 - acc: 1.000 - ETA: 3s - loss: 2.8015e-04 - acc: 1.000 - ETA: 3s - loss: 2.7374e-04 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9996 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 6s 847us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5007 - val_acc: 0.8539 Epoch 00810: val_loss did not improve from 0.55729 Epoch 811/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7643e-06 - acc: 1.000 - ETA: 5s - loss: 5.3049e-07 - acc: 1.000 - ETA: 5s - loss: 3.5465e-07 - acc: 1.000 - ETA: 5s - loss: 1.2854e-06 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.0000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.6731e-04 - acc: 1.000 - ETA: 5s - loss: 8.5986e-04 - acc: 1.000 - ETA: 4s - loss: 7.4897e-04 - acc: 1.000 - ETA: 4s - loss: 6.8293e-04 - acc: 1.000 - ETA: 4s - loss: 7.3646e-04 - acc: 1.000 - ETA: 4s - loss: 6.6561e-04 - acc: 1.000 - ETA: 4s - loss: 6.2025e-04 - acc: 1.000 - ETA: 4s - loss: 5.8074e-04 - acc: 1.000 - ETA: 4s - loss: 5.4591e-04 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9991 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5334e-04 - acc: 0.999 - ETA: 4s - loss: 9.1470e-04 - acc: 0.999 - ETA: 4s - loss: 8.6780e-04 - acc: 0.999 - ETA: 4s - loss: 8.3566e-04 - acc: 0.999 - ETA: 4s - loss: 8.0602e-04 - acc: 0.999 - ETA: 4s - loss: 7.7823e-04 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.9989 - ETA: 3s - loss: 0.0015 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 6s 841us/step - loss: 0.0141 - acc: 0.9987 - val_loss: 1.5285 - val_acc: 0.8479 Epoch 00811: val_loss did not improve from 0.55729 Epoch 812/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.2054e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 7.5876e-06 - acc: 1.000 - ETA: 5s - loss: 8.7648e-06 - acc: 1.000 - ETA: 5s - loss: 1.4282e-05 - acc: 1.000 - ETA: 5s - loss: 0.0321 - acc: 0.9971 - ETA: 5s - loss: 0.0260 - acc: 0.997 - ETA: 5s - loss: 0.0228 - acc: 0.997 - ETA: 5s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 6s 857us/step - loss: 0.0100 - acc: 0.9987 - val_loss: 1.4410 - val_acc: 0.8491 Epoch 00812: val_loss did not improve from 0.55729 Epoch 813/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9550e-07 - acc: 1.000 - ETA: 5s - loss: 0.0064 - acc: 0.9937 - ETA: 5s - loss: 0.0043 - acc: 0.995 - ETA: 5s - loss: 0.0034 - acc: 0.996 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0023 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9458e-04 - acc: 0.999 - ETA: 4s - loss: 9.4143e-04 - acc: 0.999 - ETA: 4s - loss: 8.7868e-04 - acc: 0.999 - ETA: 4s - loss: 8.2377e-04 - acc: 0.999 - ETA: 4s - loss: 7.8700e-04 - acc: 0.999 - ETA: 4s - loss: 7.5336e-04 - acc: 0.999 - ETA: 4s - loss: 7.1265e-04 - acc: 0.999 - ETA: 4s - loss: 6.7664e-04 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.9988 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 821us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5656 - val_acc: 0.8455 Epoch 00813: val_loss did not improve from 0.55729 Epoch 814/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1613 - acc: 0.9900 - ETA: 5s - loss: 0.1008 - acc: 0.993 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0475 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 806us/step - loss: 0.0144 - acc: 0.9990 - val_loss: 1.4142 - val_acc: 0.8587 Epoch 00814: val_loss did not improve from 0.55729 Epoch 815/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.7022e-06 - acc: 1.000 - ETA: 5s - loss: 2.9118e-06 - acc: 1.000 - ETA: 5s - loss: 2.1540e-06 - acc: 1.000 - ETA: 4s - loss: 1.6585e-06 - acc: 1.000 - ETA: 4s - loss: 1.3595e-06 - acc: 1.000 - ETA: 4s - loss: 1.8548e-06 - acc: 1.000 - ETA: 4s - loss: 1.5916e-06 - acc: 1.000 - ETA: 4s - loss: 5.6956e-06 - acc: 1.000 - ETA: 4s - loss: 5.0331e-06 - acc: 1.000 - ETA: 4s - loss: 5.3469e-06 - acc: 1.000 - ETA: 4s - loss: 4.8283e-06 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9989 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 818us/step - loss: 0.0142 - acc: 0.9990 - val_loss: 1.4571 - val_acc: 0.8551 Epoch 00815: val_loss did not improve from 0.55729 Epoch 816/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9446e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - 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acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 805us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.4340 - val_acc: 0.8515 Epoch 00816: val_loss did not improve from 0.55729 Epoch 817/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0739 - acc: 0.9900 - ETA: 5s - loss: 0.0413 - acc: 0.994 - ETA: 5s - loss: 0.0310 - acc: 0.995 - ETA: 5s - loss: 0.0248 - acc: 0.996 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 793us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.4596 - val_acc: 0.8563 Epoch 00817: val_loss did not improve from 0.55729 Epoch 818/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 6.5065e-06 - acc: 1.000 - ETA: 4s - loss: 4.4191e-06 - acc: 1.000 - ETA: 4s - loss: 3.5939e-06 - acc: 1.000 - ETA: 4s - loss: 3.0676e-06 - acc: 1.000 - ETA: 4s - loss: 9.7665e-06 - acc: 1.000 - ETA: 4s - loss: 8.8443e-06 - acc: 1.000 - ETA: 4s - loss: 7.6822e-06 - acc: 1.000 - ETA: 4s - loss: 6.7924e-06 - acc: 1.000 - ETA: 4s - loss: 7.9867e-06 - acc: 1.000 - ETA: 4s - loss: 7.2681e-06 - acc: 1.000 - ETA: 4s - loss: 6.8108e-06 - acc: 1.000 - ETA: 4s - loss: 0.0097 - acc: 0.9990 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 4s - loss: 0.0524 - acc: 0.996 - ETA: 4s - loss: 0.0489 - acc: 0.996 - ETA: 4s - loss: 0.0458 - acc: 0.996 - ETA: 4s - loss: 0.0430 - acc: 0.997 - ETA: 4s - loss: 0.0406 - acc: 0.997 - ETA: 4s - loss: 0.0390 - acc: 0.997 - ETA: 3s - loss: 0.0430 - acc: 0.996 - ETA: 3s - loss: 0.0409 - acc: 0.997 - ETA: 3s - loss: 0.0390 - acc: 0.997 - ETA: 3s - loss: 0.0373 - acc: 0.997 - ETA: 3s - loss: 0.0361 - acc: 0.997 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0337 - acc: 0.997 - ETA: 3s - loss: 0.0324 - acc: 0.997 - ETA: 3s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 794us/step - loss: 0.0141 - acc: 0.9990 - val_loss: 1.4936 - val_acc: 0.8563 Epoch 00818: val_loss did not improve from 0.55729 Epoch 819/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.4769e-07 - acc: 1.000 - ETA: 5s - loss: 1.4876e-07 - acc: 1.000 - ETA: 4s - loss: 2.2035e-07 - acc: 1.000 - ETA: 4s - loss: 4.1182e-06 - acc: 1.000 - ETA: 4s - loss: 5.5497e-06 - acc: 1.000 - ETA: 4s - loss: 4.7480e-06 - acc: 1.000 - ETA: 4s - loss: 4.2159e-06 - acc: 1.000 - ETA: 4s - loss: 1.4947e-05 - acc: 1.000 - ETA: 4s - loss: 1.3387e-05 - acc: 1.000 - ETA: 4s - loss: 1.2124e-05 - acc: 1.000 - ETA: 4s - loss: 1.3734e-05 - acc: 1.000 - ETA: 4s - loss: 0.0149 - acc: 0.9990 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 789us/step - loss: 0.0152 - acc: 0.9988 - val_loss: 1.4693 - val_acc: 0.8443 Epoch 00819: val_loss did not improve from 0.55729 Epoch 820/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0266 - acc: 0.9900 - ETA: 5s - loss: 0.0166 - acc: 0.993 - ETA: 4s - loss: 0.0111 - acc: 0.995 - ETA: 4s - loss: 0.0083 - acc: 0.996 - ETA: 4s - loss: 0.0067 - acc: 0.997 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 790us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.4690 - val_acc: 0.8611 Epoch 00820: val_loss did not improve from 0.55729 Epoch 821/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5944e-07 - acc: 1.000 - ETA: 5s - loss: 3.6732e-07 - acc: 1.000 - ETA: 4s - loss: 2.9033e-07 - acc: 1.000 - ETA: 4s - loss: 4.2161e-07 - acc: 1.000 - ETA: 4s - loss: 3.7143e-07 - acc: 1.000 - ETA: 4s - loss: 3.3171e-07 - acc: 1.000 - ETA: 4s - loss: 3.0487e-07 - acc: 1.000 - ETA: 4s - loss: 2.8130e-07 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9986 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 790us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.5052 - val_acc: 0.8443 Epoch 00821: val_loss did not improve from 0.55729 Epoch 822/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2934e-07 - acc: 1.000 - ETA: 5s - loss: 1.4417e-07 - acc: 1.000 - ETA: 4s - loss: 6.0276e-07 - acc: 1.000 - ETA: 4s - loss: 4.8318e-07 - acc: 1.000 - ETA: 4s - loss: 4.5818e-07 - acc: 1.000 - ETA: 4s - loss: 6.7718e-07 - acc: 1.000 - ETA: 4s - loss: 7.5115e-07 - acc: 1.000 - ETA: 4s - loss: 6.7096e-07 - acc: 1.000 - ETA: 4s - loss: 6.2757e-07 - acc: 1.000 - ETA: 4s - loss: 5.8948e-07 - acc: 1.000 - ETA: 4s - loss: 7.0315e-07 - acc: 1.000 - ETA: 4s - loss: 6.5237e-07 - acc: 1.000 - ETA: 4s - loss: 6.1973e-07 - acc: 1.000 - ETA: 4s - loss: 5.9640e-07 - acc: 1.000 - ETA: 4s - loss: 5.6302e-07 - acc: 1.000 - ETA: 4s - loss: 1.0025e-06 - acc: 1.000 - ETA: 4s - loss: 1.0319e-06 - acc: 1.000 - ETA: 4s - loss: 1.8845e-06 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9986 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 789us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.4717 - val_acc: 0.8479 Epoch 00822: val_loss did not improve from 0.55729 Epoch 823/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.8014e-07 - acc: 1.000 - ETA: 5s - loss: 6.6379e-06 - acc: 1.000 - ETA: 5s - loss: 3.8387e-06 - acc: 1.000 - ETA: 4s - loss: 2.8724e-06 - acc: 1.000 - ETA: 4s - loss: 2.9392e-06 - acc: 1.000 - ETA: 4s - loss: 2.3959e-06 - acc: 1.000 - ETA: 4s - loss: 2.1300e-06 - acc: 1.000 - ETA: 4s - loss: 1.8613e-06 - acc: 1.000 - ETA: 4s - loss: 1.6443e-06 - acc: 1.000 - ETA: 4s - loss: 1.5136e-06 - acc: 1.000 - ETA: 4s - loss: 1.4738e-06 - acc: 1.000 - ETA: 4s - loss: 1.3488e-06 - acc: 1.000 - ETA: 4s - loss: 1.2760e-06 - acc: 1.000 - ETA: 4s - loss: 1.7183e-05 - acc: 1.000 - ETA: 4s - loss: 1.5922e-05 - acc: 1.000 - ETA: 4s - loss: 1.4832e-05 - acc: 1.000 - ETA: 4s - loss: 1.3884e-05 - acc: 1.000 - ETA: 4s - loss: 1.3810e-05 - acc: 1.000 - ETA: 4s - loss: 1.3033e-05 - acc: 1.000 - ETA: 4s - loss: 1.2345e-05 - acc: 1.000 - ETA: 3s - loss: 1.1715e-05 - acc: 1.000 - ETA: 3s - loss: 1.1180e-05 - acc: 1.000 - ETA: 3s - loss: 1.0804e-05 - acc: 1.000 - ETA: 3s - loss: 1.1347e-05 - acc: 1.000 - ETA: 3s - loss: 1.0862e-05 - acc: 1.000 - ETA: 3s - loss: 1.0410e-05 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 5s 791us/step - loss: 0.0101 - acc: 0.9993 - val_loss: 1.5284 - val_acc: 0.8503 Epoch 00823: val_loss did not improve from 0.55729 Epoch 824/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.3246e-06 - acc: 1.000 - ETA: 5s - loss: 1.0455e-06 - acc: 1.000 - ETA: 5s - loss: 1.9475e-06 - acc: 1.000 - ETA: 5s - loss: 1.4996e-06 - acc: 1.000 - ETA: 4s - loss: 1.2191e-06 - acc: 1.000 - ETA: 4s - loss: 1.2890e-06 - acc: 1.000 - ETA: 4s - loss: 1.9270e-06 - acc: 1.000 - ETA: 4s - loss: 1.7412e-06 - acc: 1.000 - ETA: 4s - loss: 1.5449e-06 - acc: 1.000 - ETA: 4s - loss: 1.3861e-06 - acc: 1.000 - ETA: 4s - loss: 1.2581e-06 - acc: 1.000 - ETA: 4s - loss: 1.4558e-06 - acc: 1.000 - ETA: 4s - loss: 1.3424e-06 - acc: 1.000 - ETA: 4s - loss: 1.3045e-05 - acc: 1.000 - ETA: 4s - loss: 1.5143e-05 - acc: 1.000 - ETA: 4s - loss: 1.4107e-05 - acc: 1.000 - ETA: 4s - loss: 1.3205e-05 - acc: 1.000 - ETA: 4s - loss: 1.2412e-05 - acc: 1.000 - ETA: 4s - loss: 1.1713e-05 - acc: 1.000 - ETA: 4s - loss: 1.1240e-05 - acc: 1.000 - ETA: 3s - loss: 1.0674e-05 - acc: 1.000 - ETA: 3s - loss: 1.0153e-05 - acc: 1.000 - ETA: 3s - loss: 9.7951e-06 - acc: 1.000 - ETA: 3s - loss: 9.3557e-06 - acc: 1.000 - ETA: 3s - loss: 8.9673e-06 - acc: 1.000 - ETA: 3s - loss: 8.8263e-06 - acc: 1.000 - ETA: 3s - loss: 8.5640e-06 - acc: 1.000 - ETA: 3s - loss: 8.2361e-06 - acc: 1.000 - ETA: 3s - loss: 7.9389e-06 - acc: 1.000 - ETA: 3s - loss: 7.6609e-06 - acc: 1.000 - ETA: 3s - loss: 7.3991e-06 - acc: 1.000 - ETA: 3s - loss: 7.2147e-06 - acc: 1.000 - ETA: 3s - loss: 7.1578e-06 - acc: 1.000 - ETA: 3s - loss: 6.9377e-06 - acc: 1.000 - ETA: 3s - loss: 6.7310e-06 - acc: 1.000 - ETA: 3s - loss: 2.0641e-05 - acc: 1.000 - ETA: 3s - loss: 2.0193e-05 - acc: 1.000 - ETA: 2s - loss: 0.0055 - acc: 0.9996 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 790us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.5138 - val_acc: 0.8515 Epoch 00824: val_loss did not improve from 0.55729 Epoch 825/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.6644e-06 - acc: 1.000 - ETA: 5s - loss: 6.3420e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.1240 - acc: 0.992 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0806 - acc: 0.995 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0575 - acc: 0.995 - ETA: 4s - loss: 0.0518 - acc: 0.996 - ETA: 4s - loss: 0.0481 - acc: 0.996 - ETA: 4s - loss: 0.0440 - acc: 0.996 - ETA: 4s - loss: 0.0406 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 790us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.5208 - val_acc: 0.8455 Epoch 00825: val_loss did not improve from 0.55729 Epoch 826/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0767 - acc: 0.995 - ETA: 4s - loss: 0.0975 - acc: 0.993 - ETA: 4s - loss: 0.0867 - acc: 0.994 - ETA: 4s - loss: 0.0755 - acc: 0.995 - ETA: 4s - loss: 0.0669 - acc: 0.995 - ETA: 4s - loss: 0.0600 - acc: 0.996 - ETA: 4s - loss: 0.0544 - acc: 0.996 - ETA: 4s - loss: 0.0501 - acc: 0.996 - ETA: 4s - loss: 0.0471 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0406 - acc: 0.997 - ETA: 4s - loss: 0.0380 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.998 - ETA: 3s - loss: 0.0291 - acc: 0.998 - ETA: 3s - loss: 0.0280 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - 5s 794us/step - loss: 0.0143 - acc: 0.9991 - val_loss: 1.5094 - val_acc: 0.8527 Epoch 00826: val_loss did not improve from 0.55729 Epoch 827/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 4.5868e-06 - acc: 1.000 - ETA: 4s - loss: 3.3971e-06 - acc: 1.000 - ETA: 4s - loss: 2.7134e-06 - acc: 1.000 - ETA: 4s - loss: 2.3597e-06 - acc: 1.000 - ETA: 4s - loss: 2.0413e-06 - acc: 1.000 - ETA: 4s - loss: 5.1591e-06 - acc: 1.000 - ETA: 4s - loss: 4.5482e-06 - acc: 1.000 - ETA: 4s - loss: 4.1151e-06 - acc: 1.000 - ETA: 4s - loss: 3.8154e-06 - acc: 1.000 - ETA: 4s - loss: 3.4794e-06 - acc: 1.000 - ETA: 4s - loss: 3.3687e-06 - acc: 1.000 - ETA: 4s - loss: 3.2401e-06 - acc: 1.000 - ETA: 4s - loss: 3.0698e-06 - acc: 1.000 - ETA: 4s - loss: 2.8723e-06 - acc: 1.000 - ETA: 4s - loss: 2.7390e-06 - acc: 1.000 - ETA: 4s - loss: 2.7982e-06 - acc: 1.000 - ETA: 4s - loss: 2.6453e-06 - acc: 1.000 - ETA: 4s - loss: 2.5418e-06 - acc: 1.000 - ETA: 3s - loss: 2.4165e-06 - acc: 1.000 - ETA: 3s - loss: 2.3313e-06 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9994 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - 5s 805us/step - loss: 0.0154 - acc: 0.9987 - val_loss: 1.5447 - val_acc: 0.8491 Epoch 00827: val_loss did not improve from 0.55729 Epoch 828/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.7299e-07 - acc: 1.000 - ETA: 5s - loss: 2.3469e-07 - acc: 1.000 - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 7.9779e-06 - acc: 1.000 - ETA: 4s - loss: 6.3378e-06 - acc: 1.000 - ETA: 4s - loss: 5.4920e-06 - acc: 1.000 - ETA: 4s - loss: 8.1745e-06 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9983 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.997 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 817us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5849 - val_acc: 0.8467 Epoch 00828: val_loss did not improve from 0.55729 Epoch 829/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 9.0231e-07 - acc: 1.000 - ETA: 5s - loss: 1.2566e-06 - acc: 1.000 - ETA: 4s - loss: 1.9936e-05 - acc: 1.000 - ETA: 5s - loss: 1.6660e-05 - acc: 1.000 - ETA: 4s - loss: 1.4300e-05 - acc: 1.000 - ETA: 4s - loss: 1.2527e-05 - acc: 1.000 - ETA: 4s - loss: 1.1150e-05 - acc: 1.000 - ETA: 4s - loss: 1.0047e-05 - acc: 1.000 - ETA: 4s - loss: 9.7074e-06 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9986 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.997 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 815us/step - loss: 0.0141 - acc: 0.9987 - val_loss: 1.5641 - val_acc: 0.8395 Epoch 00829: val_loss did not improve from 0.55729 Epoch 830/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.7463e-06 - acc: 1.000 - ETA: 5s - loss: 1.8316e-06 - acc: 1.000 - ETA: 5s - loss: 1.4762e-06 - acc: 1.000 - ETA: 5s - loss: 1.2859e-06 - acc: 1.000 - ETA: 4s - loss: 1.1192e-06 - acc: 1.000 - ETA: 4s - loss: 9.7544e-07 - acc: 1.000 - ETA: 4s - loss: 8.8370e-07 - acc: 1.000 - ETA: 4s - loss: 8.0285e-07 - acc: 1.000 - ETA: 4s - loss: 7.6531e-07 - acc: 1.000 - ETA: 4s - loss: 7.1561e-07 - acc: 1.000 - ETA: 4s - loss: 6.6013e-07 - acc: 1.000 - ETA: 4s - loss: 7.2172e-06 - acc: 1.000 - ETA: 4s - loss: 6.6494e-06 - acc: 1.000 - ETA: 4s - loss: 6.2797e-06 - acc: 1.000 - ETA: 4s - loss: 5.9572e-06 - acc: 1.000 - ETA: 4s - loss: 5.5680e-06 - acc: 1.000 - ETA: 4s - loss: 5.3087e-06 - acc: 1.000 - ETA: 4s - loss: 4.9989e-06 - acc: 1.000 - ETA: 4s - loss: 4.8242e-06 - acc: 1.000 - ETA: 4s - loss: 4.6317e-06 - acc: 1.000 - ETA: 4s - loss: 4.3976e-06 - acc: 1.000 - ETA: 4s - loss: 4.2424e-06 - acc: 1.000 - ETA: 3s - loss: 4.0474e-06 - acc: 1.000 - ETA: 3s - loss: 3.8689e-06 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - 5s 812us/step - loss: 0.0086 - acc: 0.9991 - val_loss: 1.6074 - val_acc: 0.8455 Epoch 00830: val_loss did not improve from 0.55729 Epoch 831/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 2.4250e-05 - acc: 1.000 - ETA: 5s - loss: 1.3525e-05 - acc: 1.000 - ETA: 5s - loss: 2.9255e-05 - acc: 1.000 - ETA: 4s - loss: 2.1978e-05 - acc: 1.000 - ETA: 4s - loss: 1.8527e-05 - acc: 1.000 - ETA: 4s - loss: 2.3587e-05 - acc: 1.000 - ETA: 4s - loss: 2.0879e-05 - acc: 1.000 - ETA: 4s - loss: 1.8338e-05 - acc: 1.000 - ETA: 4s - loss: 1.8084e-05 - acc: 1.000 - ETA: 4s - loss: 1.6143e-05 - acc: 1.000 - ETA: 4s - loss: 0.0356 - acc: 0.9976 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 808us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5524 - val_acc: 0.8515 Epoch 00831: val_loss did not improve from 0.55729 Epoch 832/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 1.2703e-07 - acc: 1.000 - ETA: 5s - loss: 1.2580e-07 - acc: 1.000 - ETA: 4s - loss: 1.2932e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2696e-07 - acc: 1.000 - ETA: 4s - loss: 1.2996e-07 - acc: 1.000 - ETA: 4s - loss: 1.3749e-07 - acc: 1.000 - ETA: 4s - loss: 1.7837e-07 - acc: 1.000 - ETA: 4s - loss: 1.7299e-07 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9989 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 807us/step - loss: 0.0138 - acc: 0.9990 - val_loss: 1.5365 - val_acc: 0.8515 Epoch 00832: val_loss did not improve from 0.55729 Epoch 833/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2559e-07 - acc: 1.000 - ETA: 5s - loss: 2.2277e-07 - acc: 1.000 - ETA: 5s - loss: 1.9480e-07 - acc: 1.000 - ETA: 4s - loss: 1.7822e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 4s - loss: 1.6500e-07 - acc: 1.000 - ETA: 4s - loss: 2.0981e-06 - acc: 1.000 - ETA: 4s - loss: 1.8934e-06 - acc: 1.000 - ETA: 4s - loss: 1.7271e-06 - acc: 1.000 - ETA: 4s - loss: 1.5963e-06 - acc: 1.000 - ETA: 4s - loss: 1.5082e-06 - acc: 1.000 - ETA: 4s - loss: 1.3790e-06 - acc: 1.000 - ETA: 4s - loss: 1.3301e-06 - acc: 1.000 - ETA: 4s - loss: 1.2333e-06 - acc: 1.000 - ETA: 4s - loss: 1.1702e-06 - acc: 1.000 - ETA: 4s - loss: 1.1250e-06 - acc: 1.000 - ETA: 4s - loss: 1.0784e-06 - acc: 1.000 - ETA: 4s - loss: 5.2591e-05 - acc: 1.000 - ETA: 4s - loss: 4.9506e-05 - acc: 1.000 - ETA: 4s - loss: 4.7419e-05 - acc: 1.000 - ETA: 4s - loss: 4.4897e-05 - acc: 1.000 - ETA: 3s - loss: 0.0102 - acc: 0.9994 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - 5s 806us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.4727 - val_acc: 0.8599 Epoch 00833: val_loss did not improve from 0.55729 Epoch 834/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 6.0719e-06 - acc: 1.000 - ETA: 4s - loss: 9.1847e-06 - acc: 1.000 - ETA: 4s - loss: 6.9293e-06 - acc: 1.000 - ETA: 4s - loss: 5.2268e-06 - acc: 1.000 - ETA: 4s - loss: 4.4536e-06 - acc: 1.000 - ETA: 4s - loss: 3.9316e-06 - acc: 1.000 - ETA: 4s - loss: 3.4919e-06 - acc: 1.000 - ETA: 4s - loss: 1.4874e-05 - acc: 1.000 - ETA: 4s - loss: 1.3150e-05 - acc: 1.000 - ETA: 4s - loss: 1.1781e-05 - acc: 1.000 - ETA: 4s - loss: 1.0928e-05 - acc: 1.000 - ETA: 4s - loss: 9.9683e-06 - acc: 1.000 - ETA: 4s - loss: 9.1644e-06 - acc: 1.000 - ETA: 4s - loss: 8.7160e-06 - acc: 1.000 - ETA: 4s - loss: 8.7528e-06 - acc: 1.000 - ETA: 4s - loss: 5.9123e-05 - acc: 1.000 - ETA: 4s - loss: 5.6268e-05 - acc: 1.000 - ETA: 4s - loss: 5.2881e-05 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9993 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - 5s 804us/step - loss: 0.0135 - acc: 0.9991 - val_loss: 1.5511 - val_acc: 0.8551 Epoch 00834: val_loss did not improve from 0.55729 Epoch 835/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5259e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3361e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.3270e-07 - acc: 1.000 - ETA: 4s - loss: 1.3763e-07 - acc: 1.000 - ETA: 4s - loss: 1.8867e-07 - acc: 1.000 - ETA: 4s - loss: 1.8190e-07 - acc: 1.000 - ETA: 4s - loss: 1.7430e-07 - acc: 1.000 - ETA: 4s - loss: 1.9736e-07 - acc: 1.000 - ETA: 4s - loss: 1.8954e-07 - acc: 1.000 - ETA: 4s - loss: 1.8342e-07 - acc: 1.000 - ETA: 4s - loss: 1.7983e-07 - acc: 1.000 - ETA: 4s - loss: 1.7543e-07 - acc: 1.000 - ETA: 4s - loss: 1.7534e-07 - acc: 1.000 - ETA: 4s - loss: 2.5969e-07 - acc: 1.000 - ETA: 4s - loss: 2.5063e-07 - acc: 1.000 - ETA: 4s - loss: 2.4457e-07 - acc: 1.000 - ETA: 4s - loss: 2.3799e-07 - acc: 1.000 - ETA: 4s - loss: 2.3148e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9994 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 805us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.4371 - val_acc: 0.8551 Epoch 00835: val_loss did not improve from 0.55729 Epoch 836/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.5795e-06 - acc: 1.000 - ETA: 5s - loss: 4.5181e-07 - acc: 1.000 - ETA: 5s - loss: 4.5132e-06 - acc: 1.000 - ETA: 5s - loss: 3.4778e-06 - acc: 1.000 - ETA: 4s - loss: 2.7022e-06 - acc: 1.000 - ETA: 4s - loss: 2.2412e-06 - acc: 1.000 - ETA: 4s - loss: 1.9660e-06 - acc: 1.000 - ETA: 4s - loss: 1.7489e-06 - acc: 1.000 - ETA: 4s - loss: 1.5859e-06 - acc: 1.000 - ETA: 4s - loss: 1.4134e-06 - acc: 1.000 - ETA: 4s - loss: 4.2204e-06 - acc: 1.000 - ETA: 4s - loss: 3.8363e-06 - acc: 1.000 - ETA: 4s - loss: 3.5297e-06 - acc: 1.000 - ETA: 4s - loss: 3.3166e-06 - acc: 1.000 - ETA: 4s - loss: 3.0879e-06 - acc: 1.000 - ETA: 4s - loss: 2.9263e-06 - acc: 1.000 - ETA: 4s - loss: 2.7381e-06 - acc: 1.000 - ETA: 4s - loss: 2.5745e-06 - acc: 1.000 - ETA: 4s - loss: 2.4289e-06 - acc: 1.000 - ETA: 4s - loss: 2.3086e-06 - acc: 1.000 - ETA: 4s - loss: 2.2199e-06 - acc: 1.000 - ETA: 4s - loss: 2.1122e-06 - acc: 1.000 - ETA: 3s - loss: 2.0176e-06 - acc: 1.000 - ETA: 3s - loss: 1.9510e-06 - acc: 1.000 - ETA: 3s - loss: 1.8919e-06 - acc: 1.000 - ETA: 3s - loss: 1.8346e-06 - acc: 1.000 - ETA: 3s - loss: 1.7633e-06 - acc: 1.000 - ETA: 3s - loss: 1.6986e-06 - acc: 1.000 - ETA: 3s - loss: 1.7414e-06 - acc: 1.000 - ETA: 3s - loss: 1.6808e-06 - acc: 1.000 - ETA: 3s - loss: 1.6458e-06 - acc: 1.000 - ETA: 3s - loss: 1.5922e-06 - acc: 1.000 - ETA: 3s - loss: 1.5549e-06 - acc: 1.000 - ETA: 3s - loss: 1.5074e-06 - acc: 1.000 - ETA: 3s - loss: 1.5153e-06 - acc: 1.000 - ETA: 3s - loss: 1.4716e-06 - acc: 1.000 - ETA: 3s - loss: 1.4422e-06 - acc: 1.000 - ETA: 3s - loss: 1.4030e-06 - acc: 1.000 - ETA: 3s - loss: 1.3705e-06 - acc: 1.000 - ETA: 3s - loss: 1.3443e-06 - acc: 1.000 - ETA: 2s - loss: 1.3108e-06 - acc: 1.000 - ETA: 2s - loss: 1.2882e-06 - acc: 1.000 - ETA: 2s - loss: 1.2577e-06 - acc: 1.000 - ETA: 2s - loss: 1.2287e-06 - acc: 1.000 - ETA: 2s - loss: 1.2080e-06 - acc: 1.000 - ETA: 2s - loss: 1.1925e-06 - acc: 1.000 - ETA: 2s - loss: 1.1733e-06 - acc: 1.000 - ETA: 2s - loss: 1.1486e-06 - acc: 1.000 - ETA: 2s - loss: 1.1309e-06 - acc: 1.000 - ETA: 2s - loss: 1.1082e-06 - acc: 1.000 - ETA: 2s - loss: 1.0865e-06 - acc: 1.000 - ETA: 2s - loss: 1.0657e-06 - acc: 1.000 - ETA: 2s - loss: 1.0477e-06 - acc: 1.000 - ETA: 2s - loss: 1.0287e-06 - acc: 1.000 - ETA: 2s - loss: 1.0151e-06 - acc: 1.000 - ETA: 2s - loss: 9.9726e-07 - acc: 1.000 - ETA: 2s - loss: 9.8435e-07 - acc: 1.000 - ETA: 1s - loss: 9.6794e-07 - acc: 1.000 - ETA: 1s - loss: 9.5249e-07 - acc: 1.000 - ETA: 1s - loss: 9.4086e-07 - acc: 1.000 - ETA: 1s - loss: 9.2585e-07 - acc: 1.000 - ETA: 1s - loss: 9.1499e-07 - acc: 1.000 - ETA: 1s - loss: 0.0018 - acc: 0.9998 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - 5s 804us/step - loss: 0.0067 - acc: 0.9991 - val_loss: 1.5705 - val_acc: 0.8527 Epoch 00836: val_loss did not improve from 0.55729 Epoch 837/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.3706e-06 - acc: 1.000 - ETA: 4s - loss: 1.5755e-06 - acc: 1.000 - ETA: 5s - loss: 1.0320e-06 - acc: 1.000 - ETA: 4s - loss: 0.0082 - acc: 0.9958 - ETA: 4s - loss: 0.0061 - acc: 0.996 - ETA: 4s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 5s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 799us/step - loss: 0.0146 - acc: 0.9987 - val_loss: 1.4570 - val_acc: 0.8467 Epoch 00837: val_loss did not improve from 0.55729 Epoch 838/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.9472e-07 - acc: 1.000 - ETA: 5s - loss: 2.9581e-05 - acc: 1.000 - ETA: 5s - loss: 1.8610e-05 - acc: 1.000 - ETA: 5s - loss: 1.5460e-05 - acc: 1.000 - ETA: 4s - loss: 1.1693e-05 - acc: 1.000 - ETA: 4s - loss: 1.0145e-05 - acc: 1.000 - ETA: 4s - loss: 8.4094e-06 - acc: 1.000 - ETA: 4s - loss: 8.1523e-06 - acc: 1.000 - ETA: 4s - loss: 7.1158e-06 - acc: 1.000 - ETA: 4s - loss: 6.3539e-06 - acc: 1.000 - ETA: 4s - loss: 6.2699e-06 - acc: 1.000 - ETA: 4s - loss: 5.8659e-06 - acc: 1.000 - ETA: 4s - loss: 5.3680e-06 - acc: 1.000 - ETA: 4s - loss: 5.0589e-06 - acc: 1.000 - ETA: 4s - loss: 4.7313e-06 - acc: 1.000 - ETA: 4s - loss: 4.4077e-06 - acc: 1.000 - ETA: 4s - loss: 4.2075e-06 - acc: 1.000 - ETA: 4s - loss: 3.9575e-06 - acc: 1.000 - ETA: 4s - loss: 3.7322e-06 - acc: 1.000 - ETA: 4s - loss: 3.5352e-06 - acc: 1.000 - ETA: 4s - loss: 3.3986e-06 - acc: 1.000 - ETA: 3s - loss: 3.2490e-06 - acc: 1.000 - ETA: 3s - loss: 3.8748e-06 - acc: 1.000 - ETA: 3s - loss: 3.7384e-06 - acc: 1.000 - ETA: 3s - loss: 3.5802e-06 - acc: 1.000 - ETA: 3s - loss: 3.4688e-06 - acc: 1.000 - ETA: 3s - loss: 3.3974e-06 - acc: 1.000 - ETA: 3s - loss: 3.2990e-06 - acc: 1.000 - ETA: 3s - loss: 3.1769e-06 - acc: 1.000 - ETA: 3s - loss: 1.6953e-05 - acc: 1.000 - ETA: 3s - loss: 1.6351e-05 - acc: 1.000 - ETA: 3s - loss: 1.3387e-04 - acc: 1.000 - ETA: 3s - loss: 1.3050e-04 - acc: 1.000 - ETA: 3s - loss: 1.2623e-04 - acc: 1.000 - ETA: 3s - loss: 1.2223e-04 - acc: 1.000 - ETA: 3s - loss: 1.1941e-04 - acc: 1.000 - ETA: 3s - loss: 1.1590e-04 - acc: 1.000 - ETA: 3s - loss: 1.1252e-04 - acc: 1.000 - ETA: 3s - loss: 1.1011e-04 - acc: 1.000 - ETA: 2s - loss: 1.0706e-04 - acc: 1.000 - ETA: 2s - loss: 1.0417e-04 - acc: 1.000 - ETA: 2s - loss: 1.0210e-04 - acc: 1.000 - ETA: 2s - loss: 9.9472e-05 - acc: 1.000 - ETA: 2s - loss: 9.6981e-05 - acc: 1.000 - ETA: 2s - loss: 9.4605e-05 - acc: 1.000 - ETA: 2s - loss: 0.0013 - acc: 0.9997 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 802us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.4504 - val_acc: 0.8551 Epoch 00838: val_loss did not improve from 0.55729 Epoch 839/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0770 - acc: 0.9900 - ETA: 5s - loss: 0.0428 - acc: 0.994 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.996 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0458 - acc: 0.996 - ETA: 4s - loss: 0.0411 - acc: 0.996 - ETA: 4s - loss: 0.0372 - acc: 0.996 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 795us/step - loss: 0.0146 - acc: 0.9988 - val_loss: 1.5612 - val_acc: 0.8455 Epoch 00839: val_loss did not improve from 0.55729 Epoch 840/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 2.4736e-07 - acc: 1.000 - ETA: 5s - loss: 1.9542e-07 - acc: 1.000 - ETA: 5s - loss: 1.7502e-07 - acc: 1.000 - ETA: 4s - loss: 3.9022e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 3s - loss: 0.0306 - acc: 0.998 - ETA: 3s - loss: 0.0291 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 795us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5047 - val_acc: 0.8479 Epoch 00840: val_loss did not improve from 0.55729 Epoch 841/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.7583e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0701 - acc: 0.995 - ETA: 4s - loss: 0.0597 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - 5s 792us/step - loss: 0.0136 - acc: 0.9991 - val_loss: 1.4206 - val_acc: 0.8575 Epoch 00841: val_loss did not improve from 0.55729 Epoch 842/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 4.1070e-05 - acc: 1.000 - ETA: 4s - loss: 2.7420e-05 - acc: 1.000 - ETA: 4s - loss: 2.0865e-05 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 794us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.4581 - val_acc: 0.8515 Epoch 00842: val_loss did not improve from 0.55729 Epoch 843/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 2.3805e-07 - acc: 1.000 - ETA: 4s - loss: 2.4488e-07 - acc: 1.000 - ETA: 4s - loss: 2.1365e-07 - acc: 1.000 - ETA: 4s - loss: 3.5873e-07 - acc: 1.000 - ETA: 4s - loss: 3.1798e-07 - acc: 1.000 - ETA: 4s - loss: 2.8853e-07 - acc: 1.000 - ETA: 4s - loss: 2.7240e-07 - acc: 1.000 - ETA: 4s - loss: 2.5578e-07 - acc: 1.000 - ETA: 4s - loss: 2.4470e-07 - acc: 1.000 - ETA: 4s - loss: 2.3362e-07 - acc: 1.000 - ETA: 4s - loss: 2.2438e-07 - acc: 1.000 - ETA: 4s - loss: 2.1616e-07 - acc: 1.000 - ETA: 4s - loss: 2.0884e-07 - acc: 1.000 - ETA: 4s - loss: 1.2353e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9992 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 793us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5031 - val_acc: 0.8575 Epoch 00843: val_loss did not improve from 0.55729 Epoch 844/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3270e-06 - acc: 1.000 - ETA: 5s - loss: 7.2608e-07 - acc: 1.000 - ETA: 5s - loss: 5.8008e-07 - acc: 1.000 - ETA: 4s - loss: 4.6930e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 791us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.4704 - val_acc: 0.8551 Epoch 00844: val_loss did not improve from 0.55729 Epoch 845/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8537e-07 - acc: 1.000 - ETA: 5s - loss: 2.1393e-05 - acc: 1.000 - ETA: 4s - loss: 1.4303e-05 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9969 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 793us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.5527 - val_acc: 0.8515 Epoch 00845: val_loss did not improve from 0.55729 Epoch 846/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.3784e-07 - acc: 1.000 - ETA: 5s - loss: 1.2985e-07 - acc: 1.000 - ETA: 5s - loss: 1.2923e-07 - acc: 1.000 - ETA: 4s - loss: 1.4186e-07 - acc: 1.000 - ETA: 4s - loss: 1.9858e-07 - acc: 1.000 - ETA: 4s - loss: 0.0104 - acc: 0.9978 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0501 - acc: 0.995 - ETA: 4s - loss: 0.0452 - acc: 0.996 - ETA: 4s - loss: 0.0442 - acc: 0.995 - ETA: 4s - loss: 0.0406 - acc: 0.995 - ETA: 4s - loss: 0.0383 - acc: 0.996 - ETA: 4s - loss: 0.0355 - acc: 0.996 - ETA: 4s - loss: 0.0332 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.996 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.997 - ETA: 2s - loss: 0.0236 - acc: 0.997 - ETA: 2s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - 6s 824us/step - loss: 0.0101 - acc: 0.9991 - val_loss: 1.5865 - val_acc: 0.8527 Epoch 00846: val_loss did not improve from 0.55729 Epoch 847/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.4183e-06 - acc: 1.000 - ETA: 5s - loss: 7.2344e-04 - acc: 1.000 - ETA: 5s - loss: 4.1345e-04 - acc: 1.000 - ETA: 5s - loss: 2.8968e-04 - acc: 1.000 - ETA: 5s - loss: 2.2990e-04 - acc: 1.000 - ETA: 5s - loss: 2.4719e-04 - acc: 1.000 - ETA: 5s - loss: 2.0818e-04 - acc: 1.000 - ETA: 5s - loss: 1.7987e-04 - acc: 1.000 - ETA: 5s - loss: 1.5830e-04 - acc: 1.000 - ETA: 5s - loss: 1.4136e-04 - acc: 1.000 - ETA: 5s - loss: 1.2770e-04 - acc: 1.000 - ETA: 5s - loss: 1.1650e-04 - acc: 1.000 - ETA: 5s - loss: 1.0718e-04 - acc: 1.000 - ETA: 5s - loss: 1.0121e-04 - acc: 1.000 - ETA: 5s - loss: 9.7333e-05 - acc: 1.000 - ETA: 5s - loss: 9.0993e-05 - acc: 1.000 - ETA: 5s - loss: 8.5473e-05 - acc: 1.000 - ETA: 4s - loss: 8.0555e-05 - acc: 1.000 - ETA: 4s - loss: 7.6214e-05 - acc: 1.000 - ETA: 4s - loss: 7.2289e-05 - acc: 1.000 - ETA: 4s - loss: 6.8739e-05 - acc: 1.000 - ETA: 4s - loss: 6.4531e-05 - acc: 1.000 - ETA: 4s - loss: 6.1689e-05 - acc: 1.000 - ETA: 4s - loss: 5.9097e-05 - acc: 1.000 - ETA: 4s - loss: 6.7845e-05 - acc: 1.000 - ETA: 4s - loss: 6.5408e-05 - acc: 1.000 - ETA: 4s - loss: 6.2194e-05 - acc: 1.000 - ETA: 4s - loss: 5.9280e-05 - acc: 1.000 - ETA: 4s - loss: 5.7264e-05 - acc: 1.000 - ETA: 4s - loss: 5.5382e-05 - acc: 1.000 - ETA: 4s - loss: 5.3620e-05 - acc: 1.000 - ETA: 4s - loss: 5.1970e-05 - acc: 1.000 - ETA: 3s - loss: 5.0415e-05 - acc: 1.000 - ETA: 3s - loss: 4.8970e-05 - acc: 1.000 - ETA: 3s - loss: 4.7597e-05 - acc: 1.000 - ETA: 3s - loss: 4.8760e-05 - acc: 1.000 - ETA: 3s - loss: 4.7840e-05 - acc: 1.000 - ETA: 3s - loss: 4.6597e-05 - acc: 1.000 - ETA: 3s - loss: 4.5415e-05 - acc: 1.000 - ETA: 3s - loss: 4.4293e-05 - acc: 1.000 - ETA: 3s - loss: 4.2884e-05 - acc: 1.000 - ETA: 3s - loss: 4.1558e-05 - acc: 1.000 - ETA: 3s - loss: 4.3194e-05 - acc: 1.000 - ETA: 3s - loss: 4.1927e-05 - acc: 1.000 - ETA: 3s - loss: 4.0818e-05 - acc: 1.000 - ETA: 3s - loss: 3.9964e-05 - acc: 1.000 - ETA: 3s - loss: 0.0060 - acc: 0.9993 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 6s 824us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.5859 - val_acc: 0.8467 Epoch 00847: val_loss did not improve from 0.55729 Epoch 848/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4175e-05 - acc: 1.000 - ETA: 5s - loss: 7.2585e-06 - acc: 1.000 - ETA: 5s - loss: 5.3946e-06 - acc: 1.000 - ETA: 4s - loss: 4.0717e-06 - acc: 1.000 - ETA: 4s - loss: 3.3114e-06 - acc: 1.000 - ETA: 4s - loss: 3.0359e-06 - acc: 1.000 - ETA: 4s - loss: 2.7467e-06 - acc: 1.000 - ETA: 4s - loss: 2.4077e-06 - acc: 1.000 - ETA: 4s - loss: 2.2144e-06 - acc: 1.000 - ETA: 4s - loss: 2.1673e-06 - acc: 1.000 - ETA: 4s - loss: 2.0126e-06 - acc: 1.000 - ETA: 4s - loss: 2.9932e-06 - acc: 1.000 - ETA: 4s - loss: 2.8227e-06 - acc: 1.000 - ETA: 4s - loss: 2.6283e-06 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 797us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5430 - val_acc: 0.8419 Epoch 00848: val_loss did not improve from 0.55729 Epoch 849/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.2288e-07 - acc: 1.000 - ETA: 5s - loss: 4.3363e-07 - acc: 1.000 - ETA: 4s - loss: 2.4766e-06 - acc: 1.000 - ETA: 4s - loss: 1.9033e-06 - acc: 1.000 - ETA: 4s - loss: 1.6304e-06 - acc: 1.000 - ETA: 4s - loss: 1.3677e-06 - acc: 1.000 - ETA: 4s - loss: 1.2022e-06 - acc: 1.000 - ETA: 4s - loss: 1.0939e-06 - acc: 1.000 - ETA: 4s - loss: 9.8139e-07 - acc: 1.000 - ETA: 4s - loss: 9.8428e-07 - acc: 1.000 - ETA: 4s - loss: 9.9144e-07 - acc: 1.000 - ETA: 4s - loss: 9.3329e-07 - acc: 1.000 - ETA: 4s - loss: 8.6757e-07 - acc: 1.000 - ETA: 4s - loss: 8.1126e-07 - acc: 1.000 - ETA: 4s - loss: 7.7621e-07 - acc: 1.000 - ETA: 4s - loss: 7.5237e-07 - acc: 1.000 - ETA: 4s - loss: 7.3627e-07 - acc: 1.000 - ETA: 4s - loss: 7.0151e-07 - acc: 1.000 - ETA: 4s - loss: 6.7711e-07 - acc: 1.000 - ETA: 3s - loss: 6.4954e-07 - acc: 1.000 - ETA: 3s - loss: 6.2831e-07 - acc: 1.000 - ETA: 3s - loss: 6.0969e-07 - acc: 1.000 - ETA: 3s - loss: 6.0354e-07 - acc: 1.000 - ETA: 3s - loss: 6.1834e-07 - acc: 1.000 - ETA: 3s - loss: 6.0224e-07 - acc: 1.000 - ETA: 3s - loss: 7.0583e-06 - acc: 1.000 - ETA: 3s - loss: 6.8501e-06 - acc: 1.000 - ETA: 3s - loss: 6.5921e-06 - acc: 1.000 - ETA: 3s - loss: 6.3526e-06 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9995 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 794us/step - loss: 0.0141 - acc: 0.9990 - val_loss: 1.5072 - val_acc: 0.8587 Epoch 00849: val_loss did not improve from 0.55729 Epoch 850/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.4779e-05 - acc: 1.000 - ETA: 5s - loss: 1.0399e-05 - acc: 1.000 - ETA: 5s - loss: 1.0096e-05 - acc: 1.000 - ETA: 5s - loss: 8.0357e-06 - acc: 1.000 - ETA: 5s - loss: 7.2005e-06 - acc: 1.000 - ETA: 5s - loss: 6.0865e-06 - acc: 1.000 - ETA: 4s - loss: 5.2639e-06 - acc: 1.000 - ETA: 4s - loss: 4.7820e-06 - acc: 1.000 - ETA: 4s - loss: 4.2639e-06 - acc: 1.000 - ETA: 4s - loss: 3.8502e-06 - acc: 1.000 - ETA: 4s - loss: 3.8172e-06 - acc: 1.000 - ETA: 4s - loss: 3.5094e-06 - acc: 1.000 - ETA: 4s - loss: 3.3121e-06 - acc: 1.000 - ETA: 4s - loss: 3.2254e-06 - acc: 1.000 - ETA: 4s - loss: 3.0149e-06 - acc: 1.000 - ETA: 4s - loss: 2.8748e-06 - acc: 1.000 - ETA: 4s - loss: 2.7078e-06 - acc: 1.000 - ETA: 4s - loss: 2.5953e-06 - acc: 1.000 - ETA: 4s - loss: 2.4658e-06 - acc: 1.000 - ETA: 4s - loss: 2.3443e-06 - acc: 1.000 - ETA: 4s - loss: 2.3252e-06 - acc: 1.000 - ETA: 3s - loss: 2.2293e-06 - acc: 1.000 - ETA: 3s - loss: 2.1565e-06 - acc: 1.000 - ETA: 3s - loss: 2.0673e-06 - acc: 1.000 - ETA: 3s - loss: 0.0085 - acc: 0.9995 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - 5s 802us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.5244 - val_acc: 0.8539 Epoch 00850: val_loss did not improve from 0.55729 Epoch 851/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1951e-06 - acc: 1.000 - ETA: 5s - loss: 4.3512e-07 - acc: 1.000 - ETA: 5s - loss: 9.9932e-06 - acc: 1.000 - ETA: 4s - loss: 6.8104e-06 - acc: 1.000 - ETA: 4s - loss: 5.5246e-06 - acc: 1.000 - ETA: 4s - loss: 0.0345 - acc: 0.9974 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 797us/step - loss: 0.0130 - acc: 0.9987 - val_loss: 1.5056 - val_acc: 0.8527 Epoch 00851: val_loss did not improve from 0.55729 Epoch 852/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 4s - loss: 2.1532e-07 - acc: 1.000 - ETA: 4s - loss: 2.0007e-07 - acc: 1.000 - ETA: 4s - loss: 1.8713e-07 - acc: 1.000 - ETA: 4s - loss: 1.4787e-06 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 798us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.4563 - val_acc: 0.8575 Epoch 00852: val_loss did not improve from 0.55729 Epoch 853/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.3672e-07 - acc: 1.000 - ETA: 5s - loss: 6.2884e-07 - acc: 1.000 - ETA: 5s - loss: 4.4514e-07 - acc: 1.000 - ETA: 5s - loss: 3.8722e-07 - acc: 1.000 - ETA: 5s - loss: 3.2866e-07 - acc: 1.000 - ETA: 4s - loss: 2.9220e-07 - acc: 1.000 - ETA: 4s - loss: 2.6570e-07 - acc: 1.000 - ETA: 4s - loss: 2.5384e-07 - acc: 1.000 - ETA: 4s - loss: 1.9840e-06 - acc: 1.000 - ETA: 4s - loss: 1.7825e-06 - acc: 1.000 - ETA: 4s - loss: 1.6582e-06 - acc: 1.000 - ETA: 4s - loss: 1.5317e-06 - acc: 1.000 - ETA: 4s - loss: 1.4387e-06 - acc: 1.000 - ETA: 4s - loss: 1.3372e-06 - acc: 1.000 - ETA: 4s - loss: 1.2741e-06 - acc: 1.000 - ETA: 4s - loss: 1.1961e-06 - acc: 1.000 - ETA: 4s - loss: 1.1466e-06 - acc: 1.000 - ETA: 4s - loss: 1.0992e-06 - acc: 1.000 - ETA: 4s - loss: 1.0447e-06 - acc: 1.000 - ETA: 4s - loss: 1.0073e-06 - acc: 1.000 - ETA: 3s - loss: 1.1446e-06 - acc: 1.000 - ETA: 3s - loss: 1.1130e-06 - acc: 1.000 - ETA: 3s - loss: 1.0662e-06 - acc: 1.000 - ETA: 3s - loss: 1.0560e-06 - acc: 1.000 - ETA: 3s - loss: 6.4345e-05 - acc: 1.000 - ETA: 3s - loss: 6.1697e-05 - acc: 1.000 - ETA: 3s - loss: 5.9258e-05 - acc: 1.000 - ETA: 3s - loss: 5.7552e-05 - acc: 1.000 - ETA: 3s - loss: 5.5432e-05 - acc: 1.000 - ETA: 3s - loss: 5.3484e-05 - acc: 1.000 - ETA: 3s - loss: 5.1649e-05 - acc: 1.000 - ETA: 3s - loss: 5.0350e-05 - acc: 1.000 - ETA: 3s - loss: 4.8717e-05 - acc: 1.000 - ETA: 3s - loss: 4.7187e-05 - acc: 1.000 - ETA: 3s - loss: 4.6103e-05 - acc: 1.000 - ETA: 3s - loss: 4.4730e-05 - acc: 1.000 - ETA: 3s - loss: 4.3437e-05 - acc: 1.000 - ETA: 2s - loss: 4.2349e-05 - acc: 1.000 - ETA: 2s - loss: 4.1476e-05 - acc: 1.000 - ETA: 2s - loss: 4.0367e-05 - acc: 1.000 - ETA: 2s - loss: 3.9318e-05 - acc: 1.000 - ETA: 2s - loss: 3.8321e-05 - acc: 1.000 - ETA: 2s - loss: 0.0050 - acc: 0.9997 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 793us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.4551 - val_acc: 0.8563 Epoch 00853: val_loss did not improve from 0.55729 Epoch 854/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4544e-07 - acc: 1.000 - ETA: 4s - loss: 1.3510e-07 - acc: 1.000 - ETA: 4s - loss: 2.4339e-07 - acc: 1.000 - ETA: 4s - loss: 2.2613e-07 - acc: 1.000 - ETA: 4s - loss: 2.0579e-07 - acc: 1.000 - ETA: 4s - loss: 2.0512e-07 - acc: 1.000 - ETA: 4s - loss: 1.9957e-07 - acc: 1.000 - ETA: 4s - loss: 1.9045e-07 - acc: 1.000 - ETA: 4s - loss: 3.3229e-06 - acc: 1.000 - ETA: 4s - loss: 3.2373e-06 - acc: 1.000 - ETA: 4s - loss: 2.9414e-06 - acc: 1.000 - ETA: 4s - loss: 2.7047e-06 - acc: 1.000 - ETA: 4s - loss: 2.5791e-06 - acc: 1.000 - ETA: 4s - loss: 2.3934e-06 - acc: 1.000 - ETA: 4s - loss: 2.2749e-06 - acc: 1.000 - ETA: 4s - loss: 2.1600e-06 - acc: 1.000 - ETA: 4s - loss: 2.0862e-06 - acc: 1.000 - ETA: 4s - loss: 2.6114e-06 - acc: 1.000 - ETA: 4s - loss: 2.5140e-06 - acc: 1.000 - ETA: 3s - loss: 2.3891e-06 - acc: 1.000 - ETA: 3s - loss: 2.2764e-06 - acc: 1.000 - ETA: 3s - loss: 2.2010e-06 - acc: 1.000 - ETA: 3s - loss: 2.1047e-06 - acc: 1.000 - ETA: 3s - loss: 2.0594e-06 - acc: 1.000 - ETA: 3s - loss: 2.0235e-06 - acc: 1.000 - ETA: 3s - loss: 1.9860e-06 - acc: 1.000 - ETA: 3s - loss: 1.2392e-05 - acc: 1.000 - ETA: 3s - loss: 1.3152e-05 - acc: 1.000 - ETA: 3s - loss: 1.2671e-05 - acc: 1.000 - ETA: 3s - loss: 1.2444e-05 - acc: 1.000 - ETA: 3s - loss: 1.2022e-05 - acc: 1.000 - ETA: 3s - loss: 1.1622e-05 - acc: 1.000 - ETA: 3s - loss: 1.1340e-05 - acc: 1.000 - ETA: 3s - loss: 1.0984e-05 - acc: 1.000 - ETA: 3s - loss: 1.0650e-05 - acc: 1.000 - ETA: 3s - loss: 1.0413e-05 - acc: 1.000 - ETA: 3s - loss: 1.0112e-05 - acc: 1.000 - ETA: 2s - loss: 9.8293e-06 - acc: 1.000 - ETA: 2s - loss: 9.6302e-06 - acc: 1.000 - ETA: 2s - loss: 9.3732e-06 - acc: 1.000 - ETA: 2s - loss: 9.1308e-06 - acc: 1.000 - ETA: 2s - loss: 8.9067e-06 - acc: 1.000 - ETA: 2s - loss: 8.7417e-06 - acc: 1.000 - ETA: 2s - loss: 8.5301e-06 - acc: 1.000 - ETA: 2s - loss: 8.3307e-06 - acc: 1.000 - ETA: 2s - loss: 0.0046 - acc: 0.9997 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - 5s 797us/step - loss: 0.0134 - acc: 0.9991 - val_loss: 1.5262 - val_acc: 0.8551 Epoch 00854: val_loss did not improve from 0.55729 Epoch 855/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - 5s 792us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.5370 - val_acc: 0.8431 Epoch 00855: val_loss did not improve from 0.55729 Epoch 856/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 2.4364e-07 - acc: 1.000 - ETA: 4s - loss: 2.0564e-07 - acc: 1.000 - ETA: 4s - loss: 1.9446e-07 - acc: 1.000 - ETA: 4s - loss: 5.8875e-06 - acc: 1.000 - ETA: 4s - loss: 8.8721e-04 - acc: 1.000 - ETA: 4s - loss: 7.8691e-04 - acc: 1.000 - ETA: 4s - loss: 7.0872e-04 - acc: 1.000 - ETA: 4s - loss: 6.2546e-04 - acc: 1.000 - ETA: 4s - loss: 5.5974e-04 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9976 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 793us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.4315 - val_acc: 0.8539 Epoch 00856: val_loss did not improve from 0.55729 Epoch 857/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.5385e-07 - acc: 1.000 - ETA: 4s - loss: 4.5407e-05 - acc: 1.000 - ETA: 4s - loss: 3.6403e-05 - acc: 1.000 - ETA: 4s - loss: 2.8795e-05 - acc: 1.000 - ETA: 4s - loss: 2.3877e-05 - acc: 1.000 - ETA: 4s - loss: 2.1140e-05 - acc: 1.000 - ETA: 4s - loss: 1.8339e-05 - acc: 1.000 - ETA: 4s - loss: 1.6199e-05 - acc: 1.000 - ETA: 4s - loss: 2.2444e-05 - acc: 1.000 - ETA: 4s - loss: 2.0266e-05 - acc: 1.000 - ETA: 4s - loss: 1.8475e-05 - acc: 1.000 - ETA: 4s - loss: 1.7329e-05 - acc: 1.000 - ETA: 4s - loss: 1.6016e-05 - acc: 1.000 - ETA: 4s - loss: 1.4894e-05 - acc: 1.000 - ETA: 4s - loss: 1.4200e-05 - acc: 1.000 - ETA: 4s - loss: 1.3307e-05 - acc: 1.000 - ETA: 4s - loss: 1.2562e-05 - acc: 1.000 - ETA: 4s - loss: 1.2040e-05 - acc: 1.000 - ETA: 4s - loss: 1.1781e-05 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9994 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 795us/step - loss: 0.0140 - acc: 0.9990 - val_loss: 1.4554 - val_acc: 0.8599 Epoch 00857: val_loss did not improve from 0.55729 Epoch 858/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.0196e-06 - acc: 1.000 - ETA: 5s - loss: 1.3107e-06 - acc: 1.000 - ETA: 4s - loss: 9.1401e-07 - acc: 1.000 - ETA: 4s - loss: 7.1531e-07 - acc: 1.000 - ETA: 4s - loss: 5.9818e-07 - acc: 1.000 - ETA: 4s - loss: 0.0303 - acc: 0.9978 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - 5s 795us/step - loss: 0.0170 - acc: 0.9982 - val_loss: 1.5800 - val_acc: 0.8479 Epoch 00858: val_loss did not improve from 0.55729 Epoch 859/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 3.1233e-07 - acc: 1.000 - ETA: 5s - loss: 3.8184e-07 - acc: 1.000 - ETA: 5s - loss: 1.8270e-05 - acc: 1.000 - ETA: 4s - loss: 1.4573e-05 - acc: 1.000 - ETA: 4s - loss: 1.1530e-05 - acc: 1.000 - ETA: 4s - loss: 9.5510e-06 - acc: 1.000 - ETA: 4s - loss: 8.4628e-06 - acc: 1.000 - ETA: 4s - loss: 7.3520e-06 - acc: 1.000 - ETA: 4s - loss: 6.7811e-06 - acc: 1.000 - ETA: 4s - loss: 6.0745e-06 - acc: 1.000 - ETA: 4s - loss: 5.4940e-06 - acc: 1.000 - ETA: 4s - loss: 5.1715e-06 - acc: 1.000 - ETA: 4s - loss: 4.7612e-06 - acc: 1.000 - ETA: 4s - loss: 4.8653e-06 - acc: 1.000 - ETA: 4s - loss: 6.4026e-05 - acc: 1.000 - ETA: 4s - loss: 5.9781e-05 - acc: 1.000 - ETA: 4s - loss: 5.6954e-05 - acc: 1.000 - ETA: 4s - loss: 0.0064 - acc: 0.9993 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 802us/step - loss: 0.0135 - acc: 0.9990 - val_loss: 1.4943 - val_acc: 0.8491 Epoch 00859: val_loss did not improve from 0.55729 Epoch 860/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4767e-04 - acc: 1.000 - ETA: 5s - loss: 1.5631e-04 - acc: 1.000 - ETA: 5s - loss: 1.1452e-04 - acc: 1.000 - ETA: 4s - loss: 8.4015e-05 - acc: 1.000 - ETA: 4s - loss: 0.0425 - acc: 0.9974 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0460 - acc: 0.997 - ETA: 4s - loss: 0.0427 - acc: 0.997 - ETA: 4s - loss: 0.0398 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0441 - acc: 0.997 - ETA: 4s - loss: 0.0416 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.997 - ETA: 3s - loss: 0.0378 - acc: 0.997 - ETA: 3s - loss: 0.0364 - acc: 0.997 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0335 - acc: 0.997 - ETA: 3s - loss: 0.0320 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0200 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0195 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - 5s 795us/step - loss: 0.0173 - acc: 0.9988 - val_loss: 1.5524 - val_acc: 0.8467 Epoch 00860: val_loss did not improve from 0.55729 Epoch 861/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.9190e-07 - acc: 1.000 - ETA: 5s - loss: 2.7903e-07 - acc: 1.000 - ETA: 4s - loss: 2.2575e-07 - acc: 1.000 - ETA: 4s - loss: 2.0584e-07 - acc: 1.000 - ETA: 4s - loss: 2.1426e-07 - acc: 1.000 - ETA: 4s - loss: 2.0943e-07 - acc: 1.000 - ETA: 4s - loss: 2.3005e-07 - acc: 1.000 - ETA: 4s - loss: 6.0771e-07 - acc: 1.000 - ETA: 4s - loss: 5.6348e-07 - acc: 1.000 - ETA: 4s - loss: 5.3333e-07 - acc: 1.000 - ETA: 4s - loss: 4.9308e-07 - acc: 1.000 - ETA: 4s - loss: 4.6853e-07 - acc: 1.000 - ETA: 4s - loss: 4.4365e-07 - acc: 1.000 - ETA: 4s - loss: 4.2304e-07 - acc: 1.000 - ETA: 4s - loss: 4.1818e-07 - acc: 1.000 - ETA: 4s - loss: 3.9887e-07 - acc: 1.000 - ETA: 4s - loss: 3.8532e-07 - acc: 1.000 - ETA: 4s - loss: 3.7408e-07 - acc: 1.000 - ETA: 4s - loss: 3.6318e-07 - acc: 1.000 - ETA: 4s - loss: 4.4605e-07 - acc: 1.000 - ETA: 3s - loss: 4.3401e-07 - acc: 1.000 - ETA: 3s - loss: 4.1924e-07 - acc: 1.000 - ETA: 3s - loss: 4.0526e-07 - acc: 1.000 - ETA: 3s - loss: 4.4163e-07 - acc: 1.000 - ETA: 3s - loss: 4.3176e-07 - acc: 1.000 - ETA: 3s - loss: 4.1874e-07 - acc: 1.000 - ETA: 3s - loss: 4.2235e-07 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 794us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.5232 - val_acc: 0.8515 Epoch 00861: val_loss did not improve from 0.55729 Epoch 862/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3213e-07 - acc: 1.000 - ETA: 4s - loss: 3.9090e-06 - acc: 1.000 - ETA: 5s - loss: 2.5519e-06 - acc: 1.000 - ETA: 4s - loss: 1.7410e-06 - acc: 1.000 - ETA: 4s - loss: 1.4898e-06 - acc: 1.000 - ETA: 4s - loss: 1.3916e-06 - acc: 1.000 - ETA: 4s - loss: 1.2181e-06 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9981 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9362e-04 - acc: 0.999 - ETA: 3s - loss: 9.6225e-04 - acc: 0.999 - ETA: 3s - loss: 9.2337e-04 - acc: 0.999 - ETA: 3s - loss: 8.8752e-04 - acc: 0.999 - ETA: 3s - loss: 8.5435e-04 - acc: 0.999 - ETA: 3s - loss: 8.2384e-04 - acc: 0.999 - ETA: 3s - loss: 8.0216e-04 - acc: 0.999 - ETA: 3s - loss: 7.7498e-04 - acc: 0.999 - ETA: 3s - loss: 7.4958e-04 - acc: 0.999 - ETA: 3s - loss: 7.3159e-04 - acc: 0.999 - ETA: 3s - loss: 7.0891e-04 - acc: 0.999 - ETA: 3s - loss: 6.8760e-04 - acc: 0.999 - ETA: 3s - loss: 6.6753e-04 - acc: 0.999 - ETA: 3s - loss: 6.5323e-04 - acc: 0.999 - ETA: 2s - loss: 6.3540e-04 - acc: 0.999 - ETA: 2s - loss: 6.2244e-04 - acc: 0.999 - ETA: 2s - loss: 6.0596e-04 - acc: 0.999 - ETA: 2s - loss: 5.9065e-04 - acc: 0.999 - ETA: 2s - loss: 5.8039e-04 - acc: 0.999 - ETA: 2s - loss: 5.6607e-04 - acc: 0.999 - ETA: 2s - loss: 5.5243e-04 - acc: 0.999 - ETA: 2s - loss: 5.3946e-04 - acc: 0.999 - ETA: 2s - loss: 5.3011e-04 - acc: 0.999 - ETA: 2s - loss: 5.1814e-04 - acc: 0.999 - ETA: 2s - loss: 5.0950e-04 - acc: 0.999 - ETA: 2s - loss: 5.0115e-04 - acc: 0.999 - ETA: 2s - loss: 4.9044e-04 - acc: 0.999 - ETA: 2s - loss: 4.8270e-04 - acc: 0.999 - ETA: 2s - loss: 4.7520e-04 - acc: 0.999 - ETA: 2s - loss: 4.6555e-04 - acc: 0.999 - ETA: 2s - loss: 4.5874e-04 - acc: 0.999 - ETA: 2s - loss: 4.5198e-04 - acc: 0.999 - ETA: 1s - loss: 4.5037e-04 - acc: 0.999 - ETA: 1s - loss: 4.4608e-04 - acc: 0.999 - ETA: 1s - loss: 4.3980e-04 - acc: 0.999 - ETA: 1s - loss: 4.3370e-04 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.9995 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.998 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 800us/step - loss: 0.0102 - acc: 0.9988 - val_loss: 1.5376 - val_acc: 0.8479 Epoch 00862: val_loss did not improve from 0.55729 Epoch 863/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2261e-06 - acc: 1.000 - ETA: 4s - loss: 2.6645e-06 - acc: 1.000 - ETA: 4s - loss: 1.6829e-06 - acc: 1.000 - ETA: 4s - loss: 2.0699e-06 - acc: 1.000 - ETA: 4s - loss: 1.6048e-06 - acc: 1.000 - ETA: 4s - loss: 1.4869e-06 - acc: 1.000 - ETA: 4s - loss: 1.9413e-06 - acc: 1.000 - ETA: 4s - loss: 1.7116e-06 - acc: 1.000 - ETA: 4s - loss: 1.7591e-06 - acc: 1.000 - ETA: 4s - loss: 4.8010e-06 - acc: 1.000 - ETA: 4s - loss: 4.7236e-06 - acc: 1.000 - ETA: 4s - loss: 4.3641e-06 - acc: 1.000 - ETA: 4s - loss: 4.0274e-06 - acc: 1.000 - ETA: 4s - loss: 4.7280e-06 - acc: 1.000 - ETA: 4s - loss: 4.7963e-06 - acc: 1.000 - ETA: 4s - loss: 7.4178e-06 - acc: 1.000 - ETA: 4s - loss: 6.9729e-06 - acc: 1.000 - ETA: 4s - loss: 6.8796e-06 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9993 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 794us/step - loss: 0.0130 - acc: 0.9987 - val_loss: 1.5011 - val_acc: 0.8527 Epoch 00863: val_loss did not improve from 0.55729 Epoch 864/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.9339e-07 - acc: 1.000 - ETA: 5s - loss: 1.9908e-07 - acc: 1.000 - ETA: 5s - loss: 2.3618e-07 - acc: 1.000 - ETA: 5s - loss: 0.0539 - acc: 0.9958 - ETA: 5s - loss: 0.0431 - acc: 0.996 - ETA: 4s - loss: 0.0340 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0500 - acc: 0.995 - ETA: 4s - loss: 0.0471 - acc: 0.996 - ETA: 4s - loss: 0.0437 - acc: 0.996 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0389 - acc: 0.996 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0459 - acc: 0.996 - ETA: 4s - loss: 0.0440 - acc: 0.996 - ETA: 3s - loss: 0.0418 - acc: 0.996 - ETA: 3s - loss: 0.0402 - acc: 0.996 - ETA: 3s - loss: 0.0383 - acc: 0.997 - ETA: 3s - loss: 0.0366 - acc: 0.997 - ETA: 3s - loss: 0.0350 - acc: 0.997 - ETA: 3s - loss: 0.0339 - acc: 0.997 - ETA: 3s - loss: 0.0326 - acc: 0.997 - ETA: 3s - loss: 0.0316 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 799us/step - loss: 0.0150 - acc: 0.9988 - val_loss: 1.4639 - val_acc: 0.8575 Epoch 00864: val_loss did not improve from 0.55729 Epoch 865/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.1292e-07 - acc: 1.000 - ETA: 5s - loss: 5.9978e-07 - acc: 1.000 - ETA: 5s - loss: 5.5433e-07 - acc: 1.000 - ETA: 4s - loss: 4.0929e-07 - acc: 1.000 - ETA: 4s - loss: 3.4385e-07 - acc: 1.000 - ETA: 4s - loss: 6.3983e-07 - acc: 1.000 - ETA: 4s - loss: 6.2341e-07 - acc: 1.000 - ETA: 4s - loss: 5.4871e-07 - acc: 1.000 - ETA: 4s - loss: 5.2573e-07 - acc: 1.000 - ETA: 4s - loss: 4.7790e-07 - acc: 1.000 - ETA: 4s - loss: 4.4015e-07 - acc: 1.000 - ETA: 4s - loss: 4.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2356e-06 - acc: 1.000 - ETA: 4s - loss: 1.1658e-06 - acc: 1.000 - ETA: 4s - loss: 1.1998e-06 - acc: 1.000 - ETA: 4s - loss: 1.1410e-06 - acc: 1.000 - ETA: 4s - loss: 0.0029 - acc: 0.9991 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 798us/step - loss: 0.0089 - acc: 0.9990 - val_loss: 1.5596 - val_acc: 0.8623 Epoch 00865: val_loss did not improve from 0.55729 Epoch 866/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2097e-06 - acc: 1.000 - ETA: 4s - loss: 1.0923e-06 - acc: 1.000 - ETA: 4s - loss: 8.6058e-07 - acc: 1.000 - ETA: 4s - loss: 7.4744e-07 - acc: 1.000 - ETA: 4s - loss: 6.3909e-07 - acc: 1.000 - ETA: 4s - loss: 8.6022e-07 - acc: 1.000 - ETA: 4s - loss: 9.0613e-07 - acc: 1.000 - ETA: 4s - loss: 8.5437e-07 - acc: 1.000 - ETA: 4s - loss: 7.7803e-07 - acc: 1.000 - ETA: 4s - loss: 7.2885e-07 - acc: 1.000 - ETA: 4s - loss: 6.9042e-07 - acc: 1.000 - ETA: 4s - loss: 6.4779e-07 - acc: 1.000 - ETA: 4s - loss: 6.2938e-07 - acc: 1.000 - ETA: 4s - loss: 8.2881e-07 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9992 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 800us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.6121 - val_acc: 0.8407 Epoch 00866: val_loss did not improve from 0.55729 Epoch 867/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7103e-05 - acc: 1.000 - ETA: 5s - loss: 4.1580e-06 - acc: 1.000 - ETA: 5s - loss: 3.9549e-06 - acc: 1.000 - ETA: 4s - loss: 3.4423e-06 - acc: 1.000 - ETA: 4s - loss: 2.8200e-06 - acc: 1.000 - ETA: 4s - loss: 3.1217e-06 - acc: 1.000 - ETA: 4s - loss: 4.0395e-05 - acc: 1.000 - ETA: 4s - loss: 3.5920e-05 - acc: 1.000 - ETA: 4s - loss: 3.1307e-05 - acc: 1.000 - ETA: 4s - loss: 2.8120e-05 - acc: 1.000 - ETA: 4s - loss: 2.6076e-05 - acc: 1.000 - ETA: 4s - loss: 0.0250 - acc: 0.9976 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 798us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.5553 - val_acc: 0.8395 Epoch 00867: val_loss did not improve from 0.55729 Epoch 868/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 5s - loss: 5.7575e-04 - acc: 1.000 - ETA: 5s - loss: 2.8921e-04 - acc: 1.000 - ETA: 5s - loss: 2.1037e-04 - acc: 1.000 - ETA: 4s - loss: 1.8205e-04 - acc: 1.000 - ETA: 4s - loss: 1.4375e-04 - acc: 1.000 - ETA: 4s - loss: 1.2416e-04 - acc: 1.000 - ETA: 4s - loss: 1.0508e-04 - acc: 1.000 - ETA: 4s - loss: 9.5035e-05 - acc: 1.000 - ETA: 4s - loss: 8.6406e-05 - acc: 1.000 - ETA: 4s - loss: 7.7107e-05 - acc: 1.000 - ETA: 4s - loss: 6.9596e-05 - acc: 1.000 - ETA: 4s - loss: 6.5256e-05 - acc: 1.000 - ETA: 4s - loss: 6.0012e-05 - acc: 1.000 - ETA: 4s - loss: 5.5409e-05 - acc: 1.000 - ETA: 4s - loss: 5.1472e-05 - acc: 1.000 - ETA: 4s - loss: 4.8867e-05 - acc: 1.000 - ETA: 4s - loss: 4.5777e-05 - acc: 1.000 - ETA: 4s - loss: 4.3052e-05 - acc: 1.000 - ETA: 4s - loss: 4.0652e-05 - acc: 1.000 - ETA: 4s - loss: 3.9009e-05 - acc: 1.000 - ETA: 3s - loss: 3.7018e-05 - acc: 1.000 - ETA: 3s - loss: 3.5652e-05 - acc: 1.000 - ETA: 3s - loss: 3.3981e-05 - acc: 1.000 - ETA: 3s - loss: 3.2847e-05 - acc: 1.000 - ETA: 3s - loss: 0.0019 - acc: 0.9995 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - 5s 800us/step - loss: 0.0084 - acc: 0.9991 - val_loss: 1.5674 - val_acc: 0.8431 Epoch 00868: val_loss did not improve from 0.55729 Epoch 869/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 2.7972e-07 - acc: 1.000 - ETA: 5s - loss: 2.2189e-07 - acc: 1.000 - ETA: 5s - loss: 3.0995e-07 - acc: 1.000 - ETA: 5s - loss: 2.7804e-07 - acc: 1.000 - ETA: 5s - loss: 2.6688e-07 - acc: 1.000 - ETA: 5s - loss: 2.5345e-07 - acc: 1.000 - ETA: 5s - loss: 2.4659e-07 - acc: 1.000 - ETA: 5s - loss: 3.4094e-07 - acc: 1.000 - ETA: 5s - loss: 3.2313e-07 - acc: 1.000 - ETA: 5s - loss: 3.4513e-07 - acc: 1.000 - ETA: 4s - loss: 3.3348e-07 - acc: 1.000 - ETA: 4s - loss: 3.1832e-07 - acc: 1.000 - ETA: 4s - loss: 3.0476e-07 - acc: 1.000 - ETA: 4s - loss: 2.9377e-07 - acc: 1.000 - ETA: 4s - loss: 2.9190e-07 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 810us/step - loss: 0.0097 - acc: 0.9993 - val_loss: 1.5166 - val_acc: 0.8503 Epoch 00869: val_loss did not improve from 0.55729 Epoch 870/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.6491e-05 - acc: 1.000 - ETA: 5s - loss: 1.5780e-05 - acc: 1.000 - ETA: 5s - loss: 1.6496e-05 - acc: 1.000 - ETA: 5s - loss: 1.6041e-05 - acc: 1.000 - ETA: 4s - loss: 1.3609e-05 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9974 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 797us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.5065 - val_acc: 0.8551 Epoch 00870: val_loss did not improve from 0.55729 Epoch 871/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 5s - loss: 2.5426e-06 - acc: 1.000 - ETA: 4s - loss: 1.7716e-06 - acc: 1.000 - ETA: 4s - loss: 1.3637e-06 - acc: 1.000 - ETA: 4s - loss: 1.1775e-06 - acc: 1.000 - ETA: 4s - loss: 9.9349e-07 - acc: 1.000 - ETA: 4s - loss: 5.2172e-06 - acc: 1.000 - ETA: 4s - loss: 4.8120e-06 - acc: 1.000 - ETA: 4s - loss: 4.3979e-06 - acc: 1.000 - ETA: 4s - loss: 3.9490e-06 - acc: 1.000 - ETA: 4s - loss: 3.6708e-06 - acc: 1.000 - ETA: 4s - loss: 0.0066 - acc: 0.9989 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 796us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.4909 - val_acc: 0.8563 Epoch 00871: val_loss did not improve from 0.55729 Epoch 872/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.8105e-07 - acc: 1.000 - ETA: 5s - loss: 1.5013e-07 - acc: 1.000 - ETA: 4s - loss: 1.3982e-07 - acc: 1.000 - ETA: 4s - loss: 1.3729e-07 - acc: 1.000 - ETA: 4s - loss: 2.2744e-07 - acc: 1.000 - ETA: 4s - loss: 2.1295e-07 - acc: 1.000 - ETA: 4s - loss: 1.9853e-07 - acc: 1.000 - ETA: 4s - loss: 1.9093e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0225 - acc: 0.997 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0250 - acc: 0.997 - ETA: 2s - loss: 0.0244 - acc: 0.997 - ETA: 2s - loss: 0.0239 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0208 - acc: 0.998 - ETA: 0s - loss: 0.0205 - acc: 0.998 - ETA: 0s - loss: 0.0203 - acc: 0.998 - ETA: 0s - loss: 0.0200 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - 5s 797us/step - loss: 0.0168 - acc: 0.9987 - val_loss: 1.4757 - val_acc: 0.8611 Epoch 00872: val_loss did not improve from 0.55729 Epoch 873/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 4s - loss: 1.4186e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.2939e-07 - acc: 1.000 - ETA: 4s - loss: 1.4752e-07 - acc: 1.000 - ETA: 4s - loss: 1.4776e-07 - acc: 1.000 - ETA: 4s - loss: 1.4798e-07 - acc: 1.000 - ETA: 4s - loss: 2.4262e-07 - acc: 1.000 - ETA: 4s - loss: 2.3027e-07 - acc: 1.000 - ETA: 4s - loss: 3.2608e-07 - acc: 1.000 - ETA: 4s - loss: 4.1950e-05 - acc: 1.000 - ETA: 4s - loss: 3.8128e-05 - acc: 1.000 - ETA: 4s - loss: 3.5719e-05 - acc: 1.000 - ETA: 4s - loss: 3.2815e-05 - acc: 1.000 - ETA: 4s - loss: 3.0367e-05 - acc: 1.000 - ETA: 4s - loss: 2.8246e-05 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9992 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 792us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.5505 - val_acc: 0.8443 Epoch 00873: val_loss did not improve from 0.55729 Epoch 874/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 7.6371e-07 - acc: 1.000 - ETA: 5s - loss: 5.9064e-07 - acc: 1.000 - ETA: 4s - loss: 7.4468e-07 - acc: 1.000 - ETA: 4s - loss: 6.1457e-07 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.6977e-04 - acc: 1.000 - ETA: 4s - loss: 8.8382e-04 - acc: 1.000 - ETA: 4s - loss: 8.1181e-04 - acc: 1.000 - ETA: 4s - loss: 7.6535e-04 - acc: 1.000 - ETA: 4s - loss: 7.1083e-04 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9992 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 796us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.5868 - val_acc: 0.8515 Epoch 00874: val_loss did not improve from 0.55729 Epoch 875/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1210 - acc: 0.987 - ETA: 4s - loss: 0.0806 - acc: 0.991 - ETA: 4s - loss: 0.0605 - acc: 0.993 - ETA: 4s - loss: 0.0484 - acc: 0.995 - ETA: 4s - loss: 0.0403 - acc: 0.995 - ETA: 4s - loss: 0.0358 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 794us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5957 - val_acc: 0.8419 Epoch 00875: val_loss did not improve from 0.55729 Epoch 876/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7453e-06 - acc: 1.000 - ETA: 5s - loss: 1.2477e-06 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 795us/step - loss: 0.0128 - acc: 0.9985 - val_loss: 1.6167 - val_acc: 0.8419 Epoch 00876: val_loss did not improve from 0.55729 Epoch 877/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9372e-07 - acc: 1.000 - ETA: 5s - loss: 1.8403e-07 - acc: 1.000 - ETA: 5s - loss: 4.6083e-07 - acc: 1.000 - ETA: 4s - loss: 3.8272e-07 - acc: 1.000 - ETA: 4s - loss: 3.2150e-07 - acc: 1.000 - ETA: 4s - loss: 4.3983e-07 - acc: 1.000 - ETA: 4s - loss: 3.8484e-07 - acc: 1.000 - ETA: 4s - loss: 3.4825e-07 - acc: 1.000 - ETA: 4s - loss: 5.7588e-07 - acc: 1.000 - ETA: 4s - loss: 7.4518e-07 - acc: 1.000 - ETA: 4s - loss: 6.8274e-07 - acc: 1.000 - ETA: 4s - loss: 7.2168e-07 - acc: 1.000 - ETA: 4s - loss: 6.7117e-07 - acc: 1.000 - ETA: 4s - loss: 6.4205e-07 - acc: 1.000 - ETA: 4s - loss: 6.7126e-07 - acc: 1.000 - ETA: 4s - loss: 1.5375e-06 - acc: 1.000 - ETA: 4s - loss: 1.5714e-06 - acc: 1.000 - ETA: 4s - loss: 1.5023e-06 - acc: 1.000 - ETA: 4s - loss: 1.4520e-06 - acc: 1.000 - ETA: 4s - loss: 1.3769e-06 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9993 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 5s 793us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5555 - val_acc: 0.8455 Epoch 00877: val_loss did not improve from 0.55729 Epoch 878/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 1.0000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.996 - ETA: 4s - loss: 0.0045 - acc: 0.997 - ETA: 4s - loss: 0.0389 - acc: 0.995 - ETA: 4s - loss: 0.0344 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.995 - ETA: 4s - loss: 0.0309 - acc: 0.996 - ETA: 4s - loss: 0.0282 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.996 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 795us/step - loss: 0.0103 - acc: 0.9990 - val_loss: 1.4941 - val_acc: 0.8527 Epoch 00878: val_loss did not improve from 0.55729 Epoch 879/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.1008e-07 - acc: 1.000 - ETA: 5s - loss: 4.1798e-07 - acc: 1.000 - ETA: 5s - loss: 1.3670e-06 - acc: 1.000 - ETA: 4s - loss: 1.1014e-06 - acc: 1.000 - ETA: 4s - loss: 8.9680e-07 - acc: 1.000 - ETA: 4s - loss: 7.9524e-07 - acc: 1.000 - ETA: 4s - loss: 7.1003e-07 - acc: 1.000 - ETA: 4s - loss: 6.3533e-07 - acc: 1.000 - ETA: 4s - loss: 6.1388e-07 - acc: 1.000 - ETA: 4s - loss: 6.6672e-07 - acc: 1.000 - ETA: 4s - loss: 6.1403e-07 - acc: 1.000 - ETA: 4s - loss: 5.8030e-07 - acc: 1.000 - ETA: 4s - loss: 3.5974e-06 - acc: 1.000 - ETA: 4s - loss: 3.3315e-06 - acc: 1.000 - ETA: 4s - loss: 3.1585e-06 - acc: 1.000 - ETA: 4s - loss: 2.9972e-06 - acc: 1.000 - ETA: 4s - loss: 4.5969e-05 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9993 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0150 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 794us/step - loss: 0.0136 - acc: 0.9987 - val_loss: 1.4508 - val_acc: 0.8539 Epoch 00879: val_loss did not improve from 0.55729 Epoch 880/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3379e-07 - acc: 1.000 - ETA: 5s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 1.7472e-07 - acc: 1.000 - ETA: 4s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 1.5040e-07 - acc: 1.000 - ETA: 4s - loss: 4.0830e-07 - acc: 1.000 - ETA: 4s - loss: 3.5880e-07 - acc: 1.000 - ETA: 4s - loss: 3.2463e-07 - acc: 1.000 - ETA: 4s - loss: 3.0409e-07 - acc: 1.000 - ETA: 4s - loss: 2.8304e-07 - acc: 1.000 - ETA: 4s - loss: 2.6976e-07 - acc: 1.000 - ETA: 4s - loss: 2.5507e-07 - acc: 1.000 - ETA: 4s - loss: 1.1079e-06 - acc: 1.000 - ETA: 4s - loss: 1.0272e-06 - acc: 1.000 - ETA: 4s - loss: 9.5863e-07 - acc: 1.000 - ETA: 4s - loss: 9.3394e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9992 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0232 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 804us/step - loss: 0.0135 - acc: 0.9990 - val_loss: 1.4964 - val_acc: 0.8479 Epoch 00880: val_loss did not improve from 0.55729 Epoch 881/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.9950e-05 - acc: 1.000 - ETA: 4s - loss: 1.4212e-05 - acc: 1.000 - ETA: 5s - loss: 3.2200e-05 - acc: 1.000 - ETA: 4s - loss: 2.1512e-05 - acc: 1.000 - ETA: 4s - loss: 1.7234e-05 - acc: 1.000 - ETA: 4s - loss: 1.3672e-05 - acc: 1.000 - ETA: 4s - loss: 1.1831e-05 - acc: 1.000 - ETA: 4s - loss: 1.0033e-05 - acc: 1.000 - ETA: 4s - loss: 8.7113e-06 - acc: 1.000 - ETA: 4s - loss: 8.0780e-06 - acc: 1.000 - ETA: 4s - loss: 0.0138 - acc: 0.9986 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 803us/step - loss: 0.0132 - acc: 0.9985 - val_loss: 1.5357 - val_acc: 0.8551 Epoch 00881: val_loss did not improve from 0.55729 Epoch 882/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 0.1371 - acc: 0.9900 - ETA: 4s - loss: 0.0946 - acc: 0.988 - ETA: 4s - loss: 0.0709 - acc: 0.991 - ETA: 4s - loss: 0.0532 - acc: 0.993 - ETA: 4s - loss: 0.0448 - acc: 0.994 - ETA: 4s - loss: 0.0387 - acc: 0.995 - ETA: 5s - loss: 0.0649 - acc: 0.994 - ETA: 5s - loss: 0.0579 - acc: 0.994 - ETA: 5s - loss: 0.0523 - acc: 0.995 - ETA: 5s - loss: 0.0555 - acc: 0.994 - ETA: 4s - loss: 0.0510 - acc: 0.994 - ETA: 4s - loss: 0.0472 - acc: 0.995 - ETA: 4s - loss: 0.0439 - acc: 0.995 - ETA: 4s - loss: 0.0411 - acc: 0.995 - ETA: 4s - loss: 0.0386 - acc: 0.995 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0343 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.996 - ETA: 4s - loss: 0.0308 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.996 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0198 - acc: 0.997 - ETA: 1s - loss: 0.0194 - acc: 0.997 - ETA: 1s - loss: 0.0191 - acc: 0.997 - ETA: 1s - loss: 0.0189 - acc: 0.997 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0238 - acc: 0.997 - ETA: 1s - loss: 0.0235 - acc: 0.997 - ETA: 1s - loss: 0.0232 - acc: 0.997 - ETA: 1s - loss: 0.0229 - acc: 0.997 - ETA: 1s - loss: 0.0225 - acc: 0.997 - ETA: 1s - loss: 0.0224 - acc: 0.997 - ETA: 1s - loss: 0.0220 - acc: 0.997 - ETA: 1s - loss: 0.0217 - acc: 0.997 - ETA: 1s - loss: 0.0214 - acc: 0.997 - ETA: 1s - loss: 0.0211 - acc: 0.997 - ETA: 1s - loss: 0.0208 - acc: 0.997 - ETA: 1s - loss: 0.0206 - acc: 0.997 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 0s - loss: 0.0200 - acc: 0.998 - ETA: 0s - loss: 0.0198 - acc: 0.998 - ETA: 0s - loss: 0.0195 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0196 - acc: 0.998 - ETA: 0s - loss: 0.0193 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - 6s 824us/step - loss: 0.0189 - acc: 0.9982 - val_loss: 1.5773 - val_acc: 0.8515 Epoch 00882: val_loss did not improve from 0.55729 Epoch 883/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.3672e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 797us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5966 - val_acc: 0.8479 Epoch 00883: val_loss did not improve from 0.55729 Epoch 884/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.4119e-07 - acc: 1.000 - ETA: 4s - loss: 2.6450e-07 - acc: 1.000 - ETA: 4s - loss: 4.3413e-07 - acc: 1.000 - ETA: 4s - loss: 2.2622e-06 - acc: 1.000 - ETA: 4s - loss: 2.6730e-06 - acc: 1.000 - ETA: 4s - loss: 2.3398e-06 - acc: 1.000 - ETA: 4s - loss: 2.0462e-06 - acc: 1.000 - ETA: 4s - loss: 1.8869e-06 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9973 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - 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acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 794us/step - loss: 0.0137 - acc: 0.9985 - val_loss: 1.5473 - val_acc: 0.8455 Epoch 00884: val_loss did not improve from 0.55729 Epoch 885/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0690 - acc: 0.9875 - ETA: 5s - loss: 0.0345 - acc: 0.993 - ETA: 5s - loss: 0.0251 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 5s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - 5s 795us/step - loss: 0.0159 - acc: 0.9987 - val_loss: 1.4329 - val_acc: 0.8491 Epoch 00885: val_loss did not improve from 0.55729 Epoch 886/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 2.6027e-07 - acc: 1.000 - ETA: 5s - loss: 2.2848e-07 - acc: 1.000 - ETA: 4s - loss: 3.7868e-07 - acc: 1.000 - ETA: 4s - loss: 9.5815e-06 - acc: 1.000 - ETA: 4s - loss: 9.3343e-06 - acc: 1.000 - ETA: 4s - loss: 8.0221e-06 - acc: 1.000 - ETA: 4s - loss: 7.0024e-06 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 797us/step - loss: 0.0084 - acc: 0.9990 - val_loss: 1.5136 - val_acc: 0.8527 Epoch 00886: val_loss did not improve from 0.55729 Epoch 887/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9670e-07 - acc: 1.000 - ETA: 4s - loss: 1.1683e-06 - acc: 1.000 - ETA: 4s - loss: 7.1030e-07 - acc: 1.000 - ETA: 4s - loss: 5.3164e-07 - acc: 1.000 - ETA: 4s - loss: 1.1896e-06 - acc: 1.000 - ETA: 4s - loss: 9.8802e-07 - acc: 1.000 - ETA: 4s - loss: 8.6557e-07 - acc: 1.000 - ETA: 4s - loss: 8.0891e-07 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9983 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 796us/step - loss: 0.0136 - acc: 0.9988 - val_loss: 1.4920 - val_acc: 0.8539 Epoch 00887: val_loss did not improve from 0.55729 Epoch 888/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.3644e-07 - acc: 1.000 - ETA: 5s - loss: 2.1219e-07 - acc: 1.000 - ETA: 5s - loss: 1.9074e-07 - acc: 1.000 - ETA: 5s - loss: 1.8428e-07 - acc: 1.000 - ETA: 4s - loss: 1.6894e-07 - acc: 1.000 - ETA: 4s - loss: 1.7047e-07 - acc: 1.000 - ETA: 4s - loss: 9.9916e-07 - acc: 1.000 - ETA: 4s - loss: 8.7123e-07 - acc: 1.000 - ETA: 4s - loss: 7.7535e-07 - acc: 1.000 - ETA: 4s - loss: 7.0172e-07 - acc: 1.000 - ETA: 4s - loss: 6.4198e-07 - acc: 1.000 - ETA: 4s - loss: 6.0464e-07 - acc: 1.000 - ETA: 4s - loss: 5.6411e-07 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.9990 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 795us/step - loss: 0.0111 - acc: 0.9988 - val_loss: 1.4108 - val_acc: 0.8611 Epoch 00888: val_loss did not improve from 0.55729 Epoch 889/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.2352e-07 - acc: 1.000 - ETA: 5s - loss: 3.8922e-07 - acc: 1.000 - ETA: 5s - loss: 9.0118e-07 - acc: 1.000 - ETA: 5s - loss: 1.1529e-06 - acc: 1.000 - ETA: 4s - loss: 1.1799e-04 - acc: 1.000 - ETA: 4s - loss: 9.9649e-05 - acc: 1.000 - ETA: 4s - loss: 8.2473e-05 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9981 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 795us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.5811 - val_acc: 0.8515 Epoch 00889: val_loss did not improve from 0.55729 Epoch 890/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.9550e-07 - acc: 1.000 - ETA: 5s - loss: 2.0787e-07 - acc: 1.000 - ETA: 4s - loss: 2.1284e-07 - acc: 1.000 - ETA: 4s - loss: 5.3329e-07 - acc: 1.000 - ETA: 4s - loss: 4.6791e-07 - acc: 1.000 - ETA: 4s - loss: 4.1582e-07 - acc: 1.000 - ETA: 4s - loss: 3.7188e-07 - acc: 1.000 - ETA: 4s - loss: 3.4661e-07 - acc: 1.000 - ETA: 4s - loss: 3.2065e-07 - acc: 1.000 - ETA: 4s - loss: 2.9944e-07 - acc: 1.000 - ETA: 4s - loss: 2.8640e-07 - acc: 1.000 - ETA: 4s - loss: 3.4737e-07 - acc: 1.000 - ETA: 4s - loss: 3.2875e-07 - acc: 1.000 - ETA: 4s - loss: 3.1378e-07 - acc: 1.000 - ETA: 4s - loss: 3.0878e-07 - acc: 1.000 - ETA: 4s - loss: 2.9654e-07 - acc: 1.000 - ETA: 4s - loss: 3.7943e-07 - acc: 1.000 - ETA: 4s - loss: 3.6778e-07 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 5s 799us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.5691 - val_acc: 0.8419 Epoch 00890: val_loss did not improve from 0.55729 Epoch 891/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3292e-07 - acc: 1.000 - ETA: 4s - loss: 1.2683e-07 - acc: 1.000 - ETA: 4s - loss: 8.4570e-07 - acc: 1.000 - ETA: 4s - loss: 1.1523e-06 - acc: 1.000 - ETA: 4s - loss: 9.9012e-07 - acc: 1.000 - ETA: 4s - loss: 8.4034e-07 - acc: 1.000 - ETA: 4s - loss: 7.6114e-07 - acc: 1.000 - ETA: 4s - loss: 6.7555e-07 - acc: 1.000 - ETA: 4s - loss: 2.7961e-05 - acc: 1.000 - ETA: 4s - loss: 2.5721e-05 - acc: 1.000 - ETA: 4s - loss: 2.3433e-05 - acc: 1.000 - ETA: 4s - loss: 2.7532e-05 - acc: 1.000 - ETA: 4s - loss: 2.6285e-05 - acc: 1.000 - ETA: 4s - loss: 2.4746e-05 - acc: 1.000 - ETA: 4s - loss: 2.2967e-05 - acc: 1.000 - ETA: 4s - loss: 2.1418e-05 - acc: 1.000 - ETA: 4s - loss: 2.0138e-05 - acc: 1.000 - ETA: 4s - loss: 1.8943e-05 - acc: 1.000 - ETA: 4s - loss: 1.8313e-05 - acc: 1.000 - ETA: 4s - loss: 1.7341e-05 - acc: 1.000 - ETA: 3s - loss: 1.6670e-05 - acc: 1.000 - ETA: 3s - loss: 1.6905e-05 - acc: 1.000 - ETA: 3s - loss: 1.6308e-05 - acc: 1.000 - ETA: 3s - loss: 1.5690e-05 - acc: 1.000 - ETA: 3s - loss: 1.5176e-05 - acc: 1.000 - ETA: 3s - loss: 1.4542e-05 - acc: 1.000 - ETA: 3s - loss: 1.3960e-05 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 797us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5082 - val_acc: 0.8515 Epoch 00891: val_loss did not improve from 0.55729 Epoch 892/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 3.3379e-07 - acc: 1.000 - ETA: 4s - loss: 3.7651e-07 - acc: 1.000 - ETA: 4s - loss: 1.3826e-06 - acc: 1.000 - ETA: 4s - loss: 1.3679e-06 - acc: 1.000 - ETA: 4s - loss: 1.1510e-06 - acc: 1.000 - ETA: 4s - loss: 1.1994e-06 - acc: 1.000 - ETA: 4s - loss: 9.2533e-05 - acc: 1.000 - ETA: 4s - loss: 8.2690e-05 - acc: 1.000 - ETA: 4s - loss: 7.4020e-05 - acc: 1.000 - ETA: 4s - loss: 6.8621e-05 - acc: 1.000 - ETA: 4s - loss: 6.2541e-05 - acc: 1.000 - ETA: 4s - loss: 5.8640e-05 - acc: 1.000 - ETA: 4s - loss: 5.4139e-05 - acc: 1.000 - ETA: 4s - loss: 5.0287e-05 - acc: 1.000 - ETA: 4s - loss: 4.7764e-05 - acc: 1.000 - ETA: 4s - loss: 4.4807e-05 - acc: 1.000 - ETA: 4s - loss: 4.2139e-05 - acc: 1.000 - ETA: 4s - loss: 4.0339e-05 - acc: 1.000 - ETA: 4s - loss: 3.8259e-05 - acc: 1.000 - ETA: 3s - loss: 3.6304e-05 - acc: 1.000 - ETA: 3s - loss: 3.4581e-05 - acc: 1.000 - ETA: 3s - loss: 3.2979e-05 - acc: 1.000 - ETA: 3s - loss: 3.1521e-05 - acc: 1.000 - ETA: 3s - loss: 3.0852e-05 - acc: 1.000 - ETA: 3s - loss: 2.9595e-05 - acc: 1.000 - ETA: 3s - loss: 2.8428e-05 - acc: 1.000 - ETA: 3s - loss: 2.7612e-05 - acc: 1.000 - ETA: 3s - loss: 2.9767e-05 - acc: 1.000 - ETA: 3s - loss: 2.8973e-05 - acc: 1.000 - ETA: 3s - loss: 2.8214e-05 - acc: 1.000 - ETA: 3s - loss: 2.7494e-05 - acc: 1.000 - ETA: 3s - loss: 2.6589e-05 - acc: 1.000 - ETA: 3s - loss: 2.5753e-05 - acc: 1.000 - ETA: 3s - loss: 2.5153e-05 - acc: 1.000 - ETA: 3s - loss: 2.5039e-05 - acc: 1.000 - ETA: 3s - loss: 2.4485e-05 - acc: 1.000 - ETA: 3s - loss: 0.0059 - acc: 0.9996 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 802us/step - loss: 0.0125 - acc: 0.9988 - val_loss: 1.6024 - val_acc: 0.8443 Epoch 00892: val_loss did not improve from 0.55729 Epoch 893/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1012e-06 - acc: 1.000 - ETA: 5s - loss: 3.2144e-06 - acc: 1.000 - ETA: 5s - loss: 2.3789e-06 - acc: 1.000 - ETA: 4s - loss: 4.7258e-06 - acc: 1.000 - ETA: 4s - loss: 3.7590e-06 - acc: 1.000 - ETA: 4s - loss: 3.5264e-06 - acc: 1.000 - ETA: 4s - loss: 3.1180e-06 - acc: 1.000 - ETA: 4s - loss: 2.7720e-06 - acc: 1.000 - ETA: 4s - loss: 2.4505e-06 - acc: 1.000 - ETA: 4s - loss: 2.2565e-06 - acc: 1.000 - ETA: 4s - loss: 2.1417e-06 - acc: 1.000 - ETA: 4s - loss: 2.0038e-06 - acc: 1.000 - ETA: 4s - loss: 1.8434e-06 - acc: 1.000 - ETA: 4s - loss: 1.7399e-06 - acc: 1.000 - ETA: 4s - loss: 1.6333e-06 - acc: 1.000 - ETA: 4s - loss: 1.6692e-06 - acc: 1.000 - ETA: 4s - loss: 1.5827e-06 - acc: 1.000 - ETA: 4s - loss: 1.5992e-05 - acc: 1.000 - ETA: 4s - loss: 1.5348e-05 - acc: 1.000 - ETA: 4s - loss: 1.4663e-05 - acc: 1.000 - ETA: 3s - loss: 1.3914e-05 - acc: 1.000 - ETA: 3s - loss: 1.3454e-05 - acc: 1.000 - ETA: 3s - loss: 1.2819e-05 - acc: 1.000 - ETA: 3s - loss: 1.2256e-05 - acc: 1.000 - ETA: 3s - loss: 1.1860e-05 - acc: 1.000 - ETA: 3s - loss: 1.1388e-05 - acc: 1.000 - ETA: 3s - loss: 1.1045e-05 - acc: 1.000 - ETA: 3s - loss: 1.0617e-05 - acc: 1.000 - ETA: 3s - loss: 1.0221e-05 - acc: 1.000 - ETA: 3s - loss: 9.9438e-06 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 801us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.4609 - val_acc: 0.8479 Epoch 00893: val_loss did not improve from 0.55729 Epoch 894/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.8889e-05 - acc: 1.000 - ETA: 4s - loss: 1.7885e-05 - acc: 1.000 - ETA: 5s - loss: 1.1576e-05 - acc: 1.000 - ETA: 4s - loss: 8.2093e-04 - acc: 1.000 - ETA: 4s - loss: 0.0186 - acc: 0.9967 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 801us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.6022 - val_acc: 0.8383 Epoch 00894: val_loss did not improve from 0.55729 Epoch 895/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.6560e-07 - acc: 1.000 - ETA: 5s - loss: 3.4590e-06 - acc: 1.000 - ETA: 5s - loss: 2.3647e-06 - acc: 1.000 - ETA: 5s - loss: 1.7528e-06 - acc: 1.000 - ETA: 4s - loss: 1.3277e-06 - acc: 1.000 - ETA: 5s - loss: 1.1409e-06 - acc: 1.000 - ETA: 4s - loss: 9.5592e-07 - acc: 1.000 - ETA: 4s - loss: 8.7179e-07 - acc: 1.000 - ETA: 4s - loss: 7.9691e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 804us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5015 - val_acc: 0.8491 Epoch 00895: val_loss did not improve from 0.55729 Epoch 896/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5438e-06 - acc: 1.000 - ETA: 5s - loss: 3.1316e-05 - acc: 1.000 - ETA: 5s - loss: 1.7947e-05 - acc: 1.000 - ETA: 5s - loss: 1.1511e-05 - acc: 1.000 - ETA: 5s - loss: 9.0703e-06 - acc: 1.000 - ETA: 5s - loss: 7.2405e-06 - acc: 1.000 - ETA: 4s - loss: 5.9708e-06 - acc: 1.000 - ETA: 4s - loss: 5.2688e-06 - acc: 1.000 - ETA: 4s - loss: 4.5666e-06 - acc: 1.000 - ETA: 4s - loss: 4.1497e-06 - acc: 1.000 - ETA: 4s - loss: 3.7178e-06 - acc: 1.000 - ETA: 4s - loss: 3.3616e-06 - acc: 1.000 - ETA: 4s - loss: 5.8210e-06 - acc: 1.000 - ETA: 4s - loss: 5.4570e-06 - acc: 1.000 - ETA: 4s - loss: 0.0125 - acc: 0.9990 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 803us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5319 - val_acc: 0.8539 Epoch 00896: val_loss did not improve from 0.55729 Epoch 897/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8656e-07 - acc: 1.000 - ETA: 5s - loss: 1.8291e-07 - acc: 1.000 - ETA: 5s - loss: 1.6168e-07 - acc: 1.000 - ETA: 5s - loss: 1.6391e-07 - acc: 1.000 - ETA: 4s - loss: 1.5827e-07 - acc: 1.000 - ETA: 4s - loss: 1.5588e-07 - acc: 1.000 - ETA: 4s - loss: 1.1251e-05 - acc: 1.000 - ETA: 4s - loss: 9.9442e-06 - acc: 1.000 - ETA: 4s - loss: 8.7936e-06 - acc: 1.000 - ETA: 4s - loss: 8.0911e-06 - acc: 1.000 - ETA: 4s - loss: 7.3146e-06 - acc: 1.000 - ETA: 4s - loss: 6.8268e-06 - acc: 1.000 - ETA: 4s - loss: 6.2707e-06 - acc: 1.000 - ETA: 4s - loss: 5.7975e-06 - acc: 1.000 - ETA: 4s - loss: 0.0057 - acc: 0.9991 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 5s 799us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.5887 - val_acc: 0.8479 Epoch 00897: val_loss did not improve from 0.55729 Epoch 898/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.6306e-07 - acc: 1.000 - ETA: 5s - loss: 1.4793e-07 - acc: 1.000 - ETA: 5s - loss: 2.0478e-07 - acc: 1.000 - ETA: 5s - loss: 1.8643e-07 - acc: 1.000 - ETA: 4s - loss: 0.0225 - acc: 0.9977 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - 5s 799us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.5135 - val_acc: 0.8503 Epoch 00898: val_loss did not improve from 0.55729 Epoch 899/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8120e-07 - acc: 1.000 - ETA: 5s - loss: 1.5870e-07 - acc: 1.000 - ETA: 4s - loss: 2.8878e-04 - acc: 1.000 - ETA: 4s - loss: 2.1744e-04 - acc: 1.000 - ETA: 4s - loss: 1.8317e-04 - acc: 1.000 - ETA: 4s - loss: 1.5888e-04 - acc: 1.000 - ETA: 4s - loss: 1.3537e-04 - acc: 1.000 - ETA: 4s - loss: 1.1980e-04 - acc: 1.000 - ETA: 4s - loss: 1.0613e-04 - acc: 1.000 - ETA: 4s - loss: 9.5257e-05 - acc: 1.000 - ETA: 4s - loss: 8.6420e-05 - acc: 1.000 - ETA: 4s - loss: 7.9125e-05 - acc: 1.000 - ETA: 4s - loss: 7.2929e-05 - acc: 1.000 - ETA: 4s - loss: 4.4273e-04 - acc: 1.000 - ETA: 4s - loss: 4.1221e-04 - acc: 1.000 - ETA: 4s - loss: 3.8563e-04 - acc: 1.000 - ETA: 4s - loss: 3.6785e-04 - acc: 1.000 - ETA: 4s - loss: 3.4656e-04 - acc: 1.000 - ETA: 4s - loss: 3.2758e-04 - acc: 1.000 - ETA: 3s - loss: 3.1465e-04 - acc: 1.000 - ETA: 3s - loss: 2.9902e-04 - acc: 1.000 - ETA: 3s - loss: 2.8821e-04 - acc: 1.000 - ETA: 3s - loss: 2.7507e-04 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9995 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - 5s 795us/step - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5163 - val_acc: 0.8455 Epoch 00899: val_loss did not improve from 0.55729 Epoch 900/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.2452e-07 - acc: 1.000 - ETA: 5s - loss: 3.3230e-07 - acc: 1.000 - ETA: 5s - loss: 1.0513e-06 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 800us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.6214 - val_acc: 0.8503 Epoch 00900: val_loss did not improve from 0.55729 Epoch 901/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5556e-07 - acc: 1.000 - ETA: 5s - loss: 2.5369e-07 - acc: 1.000 - ETA: 5s - loss: 2.2704e-07 - acc: 1.000 - ETA: 4s - loss: 2.4120e-07 - acc: 1.000 - ETA: 5s - loss: 2.6160e-07 - acc: 1.000 - ETA: 4s - loss: 2.8692e-07 - acc: 1.000 - ETA: 4s - loss: 7.8682e-07 - acc: 1.000 - ETA: 4s - loss: 4.6672e-06 - acc: 1.000 - ETA: 4s - loss: 4.2082e-06 - acc: 1.000 - ETA: 4s - loss: 3.9866e-06 - acc: 1.000 - ETA: 4s - loss: 1.6564e-05 - acc: 1.000 - ETA: 4s - loss: 1.5428e-05 - acc: 1.000 - ETA: 4s - loss: 1.4150e-05 - acc: 1.000 - ETA: 4s - loss: 1.4582e-05 - acc: 1.000 - ETA: 4s - loss: 1.6126e-04 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9991 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 816us/step - loss: 0.0112 - acc: 0.9993 - val_loss: 1.5820 - val_acc: 0.8515 Epoch 00901: val_loss did not improve from 0.55729 Epoch 902/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.5934e-07 - acc: 1.000 - ETA: 4s - loss: 1.5231e-07 - acc: 1.000 - ETA: 4s - loss: 4.6033e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9981 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 822us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.5325 - val_acc: 0.8503 Epoch 00902: val_loss did not improve from 0.55729 Epoch 903/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0079 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.000 - ETA: 5s - loss: 9.8552e-04 - acc: 1.000 - ETA: 5s - loss: 7.2052e-04 - acc: 1.000 - ETA: 5s - loss: 5.6615e-04 - acc: 1.000 - ETA: 5s - loss: 4.4051e-04 - acc: 1.000 - ETA: 5s - loss: 3.7804e-04 - acc: 1.000 - ETA: 5s - loss: 3.9151e-04 - acc: 1.000 - ETA: 4s - loss: 3.3571e-04 - acc: 1.000 - ETA: 4s - loss: 2.9392e-04 - acc: 1.000 - ETA: 4s - loss: 3.6840e-04 - acc: 1.000 - ETA: 4s - loss: 3.4012e-04 - acc: 1.000 - ETA: 4s - loss: 3.1586e-04 - acc: 1.000 - ETA: 4s - loss: 2.8854e-04 - acc: 1.000 - ETA: 4s - loss: 2.7090e-04 - acc: 1.000 - ETA: 4s - loss: 2.5529e-04 - acc: 1.000 - ETA: 4s - loss: 2.4421e-04 - acc: 1.000 - ETA: 4s - loss: 2.3180e-04 - acc: 1.000 - ETA: 4s - loss: 2.2059e-04 - acc: 1.000 - ETA: 4s - loss: 2.0730e-04 - acc: 1.000 - ETA: 4s - loss: 1.9829e-04 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 0.9993 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 821us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.5923 - val_acc: 0.8479 Epoch 00903: val_loss did not improve from 0.55729 Epoch 904/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0027 - acc: 1.0000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 9.7293e-04 - acc: 1.000 - ETA: 5s - loss: 7.6447e-04 - acc: 1.000 - ETA: 5s - loss: 7.2337e-04 - acc: 1.000 - ETA: 4s - loss: 6.2005e-04 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9980 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 808us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.5281 - val_acc: 0.8527 Epoch 00904: val_loss did not improve from 0.55729 Epoch 905/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 2.0742e-07 - acc: 1.000 - ETA: 5s - loss: 1.8068e-07 - acc: 1.000 - ETA: 5s - loss: 1.6044e-07 - acc: 1.000 - ETA: 4s - loss: 1.7378e-07 - acc: 1.000 - ETA: 4s - loss: 1.6436e-07 - acc: 1.000 - ETA: 4s - loss: 1.5847e-07 - acc: 1.000 - ETA: 4s - loss: 1.5265e-07 - acc: 1.000 - ETA: 4s - loss: 1.7132e-07 - acc: 1.000 - ETA: 4s - loss: 1.6830e-07 - acc: 1.000 - ETA: 4s - loss: 1.6603e-07 - acc: 1.000 - ETA: 4s - loss: 1.6362e-07 - acc: 1.000 - ETA: 4s - loss: 1.8007e-07 - acc: 1.000 - ETA: 4s - loss: 1.7510e-07 - acc: 1.000 - ETA: 4s - loss: 1.7089e-07 - acc: 1.000 - ETA: 4s - loss: 1.6812e-07 - acc: 1.000 - ETA: 4s - loss: 7.5570e-07 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 0.9992 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 794us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.6120 - val_acc: 0.8479 Epoch 00905: val_loss did not improve from 0.55729 Epoch 906/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 4.1783e-07 - acc: 1.000 - ETA: 5s - loss: 2.8511e-07 - acc: 1.000 - ETA: 4s - loss: 2.3636e-07 - acc: 1.000 - ETA: 4s - loss: 2.2408e-07 - acc: 1.000 - ETA: 4s - loss: 1.9765e-06 - acc: 1.000 - ETA: 4s - loss: 4.3470e-04 - acc: 1.000 - ETA: 4s - loss: 3.7262e-04 - acc: 1.000 - ETA: 4s - loss: 3.3684e-04 - acc: 1.000 - ETA: 4s - loss: 2.9836e-04 - acc: 1.000 - ETA: 4s - loss: 2.6777e-04 - acc: 1.000 - ETA: 4s - loss: 2.4867e-04 - acc: 1.000 - ETA: 4s - loss: 0.0177 - acc: 0.9989 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 798us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.5331 - val_acc: 0.8551 Epoch 00906: val_loss did not improve from 0.55729 Epoch 907/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.2904e-05 - acc: 1.000 - ETA: 5s - loss: 2.9461e-05 - acc: 1.000 - ETA: 5s - loss: 2.0436e-05 - acc: 1.000 - ETA: 5s - loss: 1.6641e-05 - acc: 1.000 - ETA: 5s - loss: 1.4032e-05 - acc: 1.000 - ETA: 4s - loss: 1.2832e-05 - acc: 1.000 - ETA: 4s - loss: 1.1366e-05 - acc: 1.000 - ETA: 4s - loss: 9.8664e-06 - acc: 1.000 - ETA: 4s - loss: 9.0340e-06 - acc: 1.000 - ETA: 4s - loss: 8.2559e-06 - acc: 1.000 - ETA: 4s - loss: 1.1645e-05 - acc: 1.000 - ETA: 4s - loss: 1.0597e-05 - acc: 1.000 - ETA: 4s - loss: 1.0336e-05 - acc: 1.000 - ETA: 4s - loss: 1.0067e-05 - acc: 1.000 - ETA: 4s - loss: 9.3507e-06 - acc: 1.000 - ETA: 4s - loss: 8.8802e-06 - acc: 1.000 - ETA: 4s - loss: 8.3150e-06 - acc: 1.000 - ETA: 4s - loss: 7.9379e-06 - acc: 1.000 - ETA: 4s - loss: 7.5055e-06 - acc: 1.000 - ETA: 4s - loss: 7.1977e-06 - acc: 1.000 - ETA: 4s - loss: 6.8323e-06 - acc: 1.000 - ETA: 4s - loss: 6.8428e-06 - acc: 1.000 - ETA: 3s - loss: 6.6045e-06 - acc: 1.000 - ETA: 3s - loss: 6.3028e-06 - acc: 1.000 - ETA: 3s - loss: 6.0951e-06 - acc: 1.000 - ETA: 3s - loss: 5.8468e-06 - acc: 1.000 - ETA: 3s - loss: 5.6678e-06 - acc: 1.000 - ETA: 3s - loss: 5.5028e-06 - acc: 1.000 - ETA: 3s - loss: 5.3373e-06 - acc: 1.000 - ETA: 3s - loss: 5.1422e-06 - acc: 1.000 - ETA: 3s - loss: 5.0061e-06 - acc: 1.000 - ETA: 3s - loss: 4.8378e-06 - acc: 1.000 - ETA: 3s - loss: 4.6802e-06 - acc: 1.000 - ETA: 3s - loss: 4.5679e-06 - acc: 1.000 - ETA: 3s - loss: 4.4256e-06 - acc: 1.000 - ETA: 3s - loss: 4.3375e-06 - acc: 1.000 - ETA: 3s - loss: 4.2102e-06 - acc: 1.000 - ETA: 3s - loss: 4.1193e-06 - acc: 1.000 - ETA: 3s - loss: 4.0052e-06 - acc: 1.000 - ETA: 3s - loss: 3.9287e-06 - acc: 1.000 - ETA: 2s - loss: 3.8243e-06 - acc: 1.000 - ETA: 2s - loss: 3.7520e-06 - acc: 1.000 - ETA: 2s - loss: 3.6587e-06 - acc: 1.000 - ETA: 2s - loss: 3.5685e-06 - acc: 1.000 - ETA: 2s - loss: 3.5038e-06 - acc: 1.000 - ETA: 2s - loss: 3.4671e-06 - acc: 1.000 - ETA: 2s - loss: 3.5545e-06 - acc: 1.000 - ETA: 2s - loss: 2.8311e-04 - acc: 0.999 - ETA: 2s - loss: 2.7824e-04 - acc: 0.999 - ETA: 2s - loss: 2.7199e-04 - acc: 0.999 - ETA: 2s - loss: 2.6749e-04 - acc: 0.999 - ETA: 2s - loss: 2.6171e-04 - acc: 0.999 - ETA: 2s - loss: 2.5753e-04 - acc: 0.999 - ETA: 2s - loss: 2.5232e-04 - acc: 0.999 - ETA: 2s - loss: 2.4844e-04 - acc: 0.999 - ETA: 2s - loss: 2.4346e-04 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.9995 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 810us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5481 - val_acc: 0.8527 Epoch 00907: val_loss did not improve from 0.55729 Epoch 908/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-07 - acc: 1.000 - ETA: 4s - loss: 3.7949e-07 - acc: 1.000 - ETA: 4s - loss: 3.7512e-07 - acc: 1.000 - ETA: 4s - loss: 1.7487e-06 - acc: 1.000 - ETA: 4s - loss: 1.4653e-06 - acc: 1.000 - ETA: 4s - loss: 1.3400e-06 - acc: 1.000 - ETA: 4s - loss: 1.2415e-06 - acc: 1.000 - ETA: 4s - loss: 1.2558e-06 - acc: 1.000 - ETA: 4s - loss: 1.1368e-06 - acc: 1.000 - ETA: 4s - loss: 1.0611e-06 - acc: 1.000 - ETA: 4s - loss: 9.9828e-07 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 6s 835us/step - loss: 0.0102 - acc: 0.9993 - val_loss: 1.4987 - val_acc: 0.8503 Epoch 00908: val_loss did not improve from 0.55729 Epoch 909/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 2.1219e-07 - acc: 1.000 - ETA: 5s - loss: 1.8328e-07 - acc: 1.000 - ETA: 4s - loss: 3.0349e-07 - acc: 1.000 - ETA: 4s - loss: 2.9803e-07 - acc: 1.000 - ETA: 4s - loss: 2.6614e-07 - acc: 1.000 - ETA: 4s - loss: 2.5667e-07 - acc: 1.000 - ETA: 4s - loss: 2.5840e-07 - acc: 1.000 - ETA: 4s - loss: 3.1418e-07 - acc: 1.000 - ETA: 4s - loss: 3.0425e-07 - acc: 1.000 - ETA: 4s - loss: 2.9144e-07 - acc: 1.000 - ETA: 4s - loss: 2.7503e-07 - acc: 1.000 - ETA: 4s - loss: 2.6576e-07 - acc: 1.000 - ETA: 4s - loss: 2.5679e-07 - acc: 1.000 - ETA: 4s - loss: 3.5173e-07 - acc: 1.000 - ETA: 4s - loss: 3.3541e-07 - acc: 1.000 - ETA: 4s - loss: 3.2124e-07 - acc: 1.000 - ETA: 4s - loss: 3.1177e-07 - acc: 1.000 - ETA: 4s - loss: 3.4129e-07 - acc: 1.000 - ETA: 4s - loss: 3.3052e-07 - acc: 1.000 - ETA: 3s - loss: 3.2608e-07 - acc: 1.000 - ETA: 3s - loss: 3.1591e-07 - acc: 1.000 - ETA: 3s - loss: 3.1149e-07 - acc: 1.000 - ETA: 3s - loss: 3.0555e-07 - acc: 1.000 - ETA: 3s - loss: 3.4131e-07 - acc: 1.000 - ETA: 3s - loss: 3.3202e-07 - acc: 1.000 - ETA: 3s - loss: 3.2850e-07 - acc: 1.000 - ETA: 3s - loss: 3.2228e-07 - acc: 1.000 - ETA: 3s - loss: 3.1460e-07 - acc: 1.000 - ETA: 3s - loss: 3.3106e-07 - acc: 1.000 - ETA: 3s - loss: 3.2538e-07 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9996 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 795us/step - loss: 0.0152 - acc: 0.9990 - val_loss: 1.4836 - val_acc: 0.8587 Epoch 00909: val_loss did not improve from 0.55729 Epoch 910/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2107e-07 - acc: 1.000 - ETA: 4s - loss: 1.3207e-07 - acc: 1.000 - ETA: 4s - loss: 3.2827e-06 - acc: 1.000 - ETA: 4s - loss: 2.8155e-06 - acc: 1.000 - ETA: 4s - loss: 2.5474e-06 - acc: 1.000 - ETA: 4s - loss: 2.7931e-06 - acc: 1.000 - ETA: 4s - loss: 2.5120e-06 - acc: 1.000 - ETA: 4s - loss: 2.3420e-06 - acc: 1.000 - ETA: 4s - loss: 2.1454e-06 - acc: 1.000 - ETA: 4s - loss: 1.9973e-06 - acc: 1.000 - ETA: 4s - loss: 1.8899e-06 - acc: 1.000 - ETA: 4s - loss: 3.7731e-06 - acc: 1.000 - ETA: 4s - loss: 3.5302e-06 - acc: 1.000 - ETA: 4s - loss: 3.3172e-06 - acc: 1.000 - ETA: 4s - loss: 3.1755e-06 - acc: 1.000 - ETA: 4s - loss: 3.0060e-06 - acc: 1.000 - ETA: 3s - loss: 8.2740e-04 - acc: 0.999 - ETA: 3s - loss: 7.8553e-04 - acc: 0.999 - ETA: 3s - loss: 7.5684e-04 - acc: 0.999 - ETA: 3s - loss: 7.2172e-04 - acc: 0.999 - ETA: 3s - loss: 6.9009e-04 - acc: 0.999 - ETA: 3s - loss: 6.6989e-04 - acc: 0.999 - ETA: 3s - loss: 6.4227e-04 - acc: 0.999 - ETA: 3s - loss: 6.1684e-04 - acc: 0.999 - ETA: 3s - loss: 6.0122e-04 - acc: 0.999 - ETA: 3s - loss: 5.7895e-04 - acc: 0.999 - ETA: 3s - loss: 5.5828e-04 - acc: 0.999 - ETA: 3s - loss: 5.4372e-04 - acc: 0.999 - ETA: 3s - loss: 5.3676e-04 - acc: 0.999 - ETA: 3s - loss: 5.3652e-04 - acc: 0.999 - ETA: 3s - loss: 5.1950e-04 - acc: 0.999 - ETA: 3s - loss: 5.0353e-04 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.9993 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 794us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.4895 - val_acc: 0.8479 Epoch 00910: val_loss did not improve from 0.55729 Epoch 911/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 0.0055 - acc: 0.995 - ETA: 4s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.995 - ETA: 4s - loss: 0.0142 - acc: 0.996 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 4s - loss: 0.0110 - acc: 0.997 - ETA: 4s - loss: 0.0101 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 794us/step - loss: 0.0117 - acc: 0.9984 - val_loss: 1.5835 - val_acc: 0.8359 Epoch 00911: val_loss did not improve from 0.55729 Epoch 912/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8352e-06 - acc: 1.000 - ETA: 5s - loss: 5.0183e-06 - acc: 1.000 - ETA: 5s - loss: 3.6876e-06 - acc: 1.000 - ETA: 4s - loss: 3.6624e-06 - acc: 1.000 - ETA: 4s - loss: 3.1511e-06 - acc: 1.000 - ETA: 4s - loss: 0.0355 - acc: 0.9978 - ETA: 4s - loss: 0.0314 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0381 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0501 - acc: 0.996 - ETA: 4s - loss: 0.0460 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.998 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 802us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.4681 - val_acc: 0.8575 Epoch 00912: val_loss did not improve from 0.55729 Epoch 913/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3511e-07 - acc: 1.000 - ETA: 5s - loss: 3.5539e-07 - acc: 1.000 - ETA: 5s - loss: 2.5545e-07 - acc: 1.000 - ETA: 5s - loss: 1.7365e-06 - acc: 1.000 - ETA: 5s - loss: 7.0656e-06 - acc: 1.000 - ETA: 5s - loss: 5.8401e-06 - acc: 1.000 - ETA: 5s - loss: 4.9857e-06 - acc: 1.000 - ETA: 4s - loss: 4.4694e-06 - acc: 1.000 - ETA: 4s - loss: 4.0759e-06 - acc: 1.000 - ETA: 4s - loss: 3.8199e-06 - acc: 1.000 - ETA: 4s - loss: 4.3006e-06 - acc: 1.000 - ETA: 4s - loss: 3.9529e-06 - acc: 1.000 - ETA: 4s - loss: 3.7154e-06 - acc: 1.000 - ETA: 4s - loss: 3.4610e-06 - acc: 1.000 - ETA: 4s - loss: 3.2382e-06 - acc: 1.000 - ETA: 4s - loss: 3.0572e-06 - acc: 1.000 - ETA: 4s - loss: 2.9055e-06 - acc: 1.000 - ETA: 4s - loss: 2.8374e-06 - acc: 1.000 - ETA: 4s - loss: 2.6950e-06 - acc: 1.000 - ETA: 4s - loss: 2.5664e-06 - acc: 1.000 - ETA: 4s - loss: 2.4221e-06 - acc: 1.000 - ETA: 4s - loss: 7.9635e-06 - acc: 1.000 - ETA: 4s - loss: 7.6290e-06 - acc: 1.000 - ETA: 4s - loss: 7.2272e-06 - acc: 1.000 - ETA: 4s - loss: 6.9534e-06 - acc: 1.000 - ETA: 4s - loss: 6.6975e-06 - acc: 1.000 - ETA: 4s - loss: 6.4597e-06 - acc: 1.000 - ETA: 4s - loss: 6.2390e-06 - acc: 1.000 - ETA: 4s - loss: 6.0370e-06 - acc: 1.000 - ETA: 3s - loss: 5.8440e-06 - acc: 1.000 - ETA: 3s - loss: 5.6634e-06 - acc: 1.000 - ETA: 3s - loss: 5.4502e-06 - acc: 1.000 - ETA: 3s - loss: 5.2935e-06 - acc: 1.000 - ETA: 3s - loss: 5.1456e-06 - acc: 1.000 - ETA: 3s - loss: 4.9612e-06 - acc: 1.000 - ETA: 3s - loss: 4.8315e-06 - acc: 1.000 - ETA: 3s - loss: 4.7197e-06 - acc: 1.000 - ETA: 3s - loss: 4.6027e-06 - acc: 1.000 - ETA: 3s - loss: 4.4557e-06 - acc: 1.000 - ETA: 3s - loss: 4.3183e-06 - acc: 1.000 - ETA: 3s - loss: 4.3565e-06 - acc: 1.000 - ETA: 3s - loss: 4.2296e-06 - acc: 1.000 - ETA: 3s - loss: 4.1391e-06 - acc: 1.000 - ETA: 3s - loss: 4.0559e-06 - acc: 1.000 - ETA: 3s - loss: 3.9802e-06 - acc: 1.000 - ETA: 3s - loss: 3.8755e-06 - acc: 1.000 - ETA: 3s - loss: 3.8042e-06 - acc: 1.000 - ETA: 2s - loss: 3.7451e-06 - acc: 1.000 - ETA: 2s - loss: 3.6735e-06 - acc: 1.000 - ETA: 2s - loss: 3.6065e-06 - acc: 1.000 - ETA: 2s - loss: 3.5425e-06 - acc: 1.000 - ETA: 2s - loss: 3.4803e-06 - acc: 1.000 - ETA: 2s - loss: 3.4203e-06 - acc: 1.000 - ETA: 2s - loss: 3.3624e-06 - acc: 1.000 - ETA: 2s - loss: 3.3073e-06 - acc: 1.000 - ETA: 2s - loss: 0.0040 - acc: 0.9997 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 6s 839us/step - loss: 0.0141 - acc: 0.9990 - val_loss: 1.5251 - val_acc: 0.8455 Epoch 00913: val_loss did not improve from 0.55729 Epoch 914/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.3539e-07 - acc: 1.000 - ETA: 5s - loss: 1.6897e-06 - acc: 1.000 - ETA: 5s - loss: 1.3658e-06 - acc: 1.000 - ETA: 6s - loss: 2.3893e-05 - acc: 1.000 - ETA: 6s - loss: 2.0141e-05 - acc: 1.000 - ETA: 5s - loss: 1.7416e-05 - acc: 1.000 - ETA: 5s - loss: 1.5343e-05 - acc: 1.000 - ETA: 5s - loss: 1.3742e-05 - acc: 1.000 - ETA: 5s - loss: 1.4896e-05 - acc: 1.000 - ETA: 5s - loss: 0.0237 - acc: 0.9985 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0197 - acc: 0.998 - ETA: 5s - loss: 0.0183 - acc: 0.998 - ETA: 5s - loss: 0.0172 - acc: 0.998 - ETA: 5s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - 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ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 6s 862us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5003 - val_acc: 0.8527 Epoch 00914: val_loss did not improve from 0.55729 Epoch 915/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 5s - loss: 0.0336 - acc: 0.997 - ETA: 5s - loss: 0.0299 - acc: 0.998 - ETA: 5s - loss: 0.0269 - acc: 0.998 - ETA: 5s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - 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acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 6s 846us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.6457 - val_acc: 0.8479 Epoch 00915: val_loss did not improve from 0.55729 Epoch 916/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 2.7083e-07 - acc: 1.000 - ETA: 4s - loss: 4.7221e-06 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9967 - ETA: 4s - loss: 0.0034 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 799us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.5530 - val_acc: 0.8491 Epoch 00916: val_loss did not improve from 0.55729 Epoch 917/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 6.8938e-05 - acc: 1.000 - ETA: 5s - loss: 3.4747e-05 - acc: 1.000 - ETA: 4s - loss: 2.4477e-05 - acc: 1.000 - ETA: 4s - loss: 1.8561e-05 - acc: 1.000 - ETA: 4s - loss: 1.5656e-05 - acc: 1.000 - ETA: 4s - loss: 1.3565e-05 - acc: 1.000 - ETA: 4s - loss: 1.1496e-05 - acc: 1.000 - ETA: 4s - loss: 1.0007e-05 - acc: 1.000 - ETA: 4s - loss: 9.1452e-06 - acc: 1.000 - ETA: 4s - loss: 8.1705e-06 - acc: 1.000 - ETA: 4s - loss: 7.3863e-06 - acc: 1.000 - ETA: 4s - loss: 6.8908e-06 - acc: 1.000 - ETA: 4s - loss: 6.4586e-06 - acc: 1.000 - ETA: 4s - loss: 5.9618e-06 - acc: 1.000 - ETA: 4s - loss: 5.5369e-06 - acc: 1.000 - ETA: 4s - loss: 5.1701e-06 - acc: 1.000 - ETA: 4s - loss: 0.0097 - acc: 0.9992 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 796us/step - loss: 0.0146 - acc: 0.9987 - val_loss: 1.6316 - val_acc: 0.8407 Epoch 00917: val_loss did not improve from 0.55729 Epoch 918/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 9.5564e-04 - acc: 1.000 - ETA: 5s - loss: 0.0424 - acc: 0.9937 - ETA: 4s - loss: 0.0283 - acc: 0.995 - ETA: 4s - loss: 0.0716 - acc: 0.993 - ETA: 4s - loss: 0.0603 - acc: 0.994 - ETA: 4s - loss: 0.0498 - acc: 0.995 - ETA: 4s - loss: 0.0424 - acc: 0.996 - ETA: 4s - loss: 0.0369 - acc: 0.996 - ETA: 4s - loss: 0.0327 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 797us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.5857 - val_acc: 0.8491 Epoch 00918: val_loss did not improve from 0.55729 Epoch 919/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7122e-06 - acc: 1.000 - ETA: 5s - loss: 9.2057e-07 - acc: 1.000 - ETA: 4s - loss: 7.9675e-07 - acc: 1.000 - ETA: 4s - loss: 6.2979e-07 - acc: 1.000 - ETA: 4s - loss: 1.9652e-06 - acc: 1.000 - ETA: 4s - loss: 1.6471e-06 - acc: 1.000 - ETA: 4s - loss: 1.4393e-06 - acc: 1.000 - ETA: 4s - loss: 1.3087e-06 - acc: 1.000 - ETA: 4s - loss: 1.1687e-06 - acc: 1.000 - ETA: 4s - loss: 3.3009e-05 - acc: 1.000 - ETA: 4s - loss: 2.9880e-05 - acc: 1.000 - ETA: 4s - loss: 2.7912e-05 - acc: 1.000 - ETA: 4s - loss: 2.3302e-04 - acc: 1.000 - ETA: 4s - loss: 2.1582e-04 - acc: 1.000 - ETA: 4s - loss: 2.0426e-04 - acc: 1.000 - ETA: 4s - loss: 1.9154e-04 - acc: 1.000 - ETA: 4s - loss: 1.7958e-04 - acc: 1.000 - ETA: 4s - loss: 1.7154e-04 - acc: 1.000 - ETA: 4s - loss: 1.6189e-04 - acc: 1.000 - ETA: 3s - loss: 1.5381e-04 - acc: 1.000 - ETA: 3s - loss: 1.4790e-04 - acc: 1.000 - ETA: 3s - loss: 1.4069e-04 - acc: 1.000 - ETA: 3s - loss: 1.3433e-04 - acc: 1.000 - ETA: 3s - loss: 1.2981e-04 - acc: 1.000 - ETA: 3s - loss: 1.2558e-04 - acc: 1.000 - ETA: 3s - loss: 1.2035e-04 - acc: 1.000 - ETA: 3s - loss: 1.6288e-04 - acc: 1.000 - ETA: 3s - loss: 1.5662e-04 - acc: 1.000 - ETA: 3s - loss: 1.5227e-04 - acc: 1.000 - ETA: 3s - loss: 1.4679e-04 - acc: 1.000 - ETA: 3s - loss: 4.5453e-04 - acc: 0.999 - ETA: 3s - loss: 4.4298e-04 - acc: 0.999 - ETA: 3s - loss: 4.2868e-04 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.9992 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 796us/step - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5646 - val_acc: 0.8479 Epoch 00919: val_loss did not improve from 0.55729 Epoch 920/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.1660e-05 - acc: 1.000 - ETA: 5s - loss: 2.3043e-05 - acc: 1.000 - ETA: 5s - loss: 1.3893e-05 - acc: 1.000 - ETA: 5s - loss: 1.2734e-05 - acc: 1.000 - ETA: 4s - loss: 9.3704e-06 - acc: 1.000 - ETA: 4s - loss: 7.8292e-06 - acc: 1.000 - ETA: 4s - loss: 6.5057e-06 - acc: 1.000 - ETA: 4s - loss: 5.7688e-06 - acc: 1.000 - ETA: 4s - loss: 5.0158e-06 - acc: 1.000 - ETA: 4s - loss: 4.5718e-06 - acc: 1.000 - ETA: 4s - loss: 4.0905e-06 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9987 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9643e-04 - acc: 0.999 - ETA: 3s - loss: 9.6823e-04 - acc: 0.999 - ETA: 3s - loss: 9.3303e-04 - acc: 0.999 - ETA: 3s - loss: 9.0140e-04 - acc: 0.999 - ETA: 3s - loss: 8.7829e-04 - acc: 0.999 - ETA: 3s - loss: 8.4926e-04 - acc: 0.999 - ETA: 3s - loss: 8.2209e-04 - acc: 0.999 - ETA: 3s - loss: 8.0283e-04 - acc: 0.999 - ETA: 3s - loss: 7.7850e-04 - acc: 0.999 - ETA: 3s - loss: 7.5561e-04 - acc: 0.999 - ETA: 3s - loss: 7.3931e-04 - acc: 0.999 - ETA: 2s - loss: 7.2369e-04 - acc: 0.999 - ETA: 2s - loss: 7.0387e-04 - acc: 0.999 - ETA: 2s - loss: 6.8970e-04 - acc: 0.999 - ETA: 2s - loss: 6.7167e-04 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.9994 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 800us/step - loss: 0.0122 - acc: 0.9988 - val_loss: 1.5321 - val_acc: 0.8407 Epoch 00920: val_loss did not improve from 0.55729 Epoch 921/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3177e-05 - acc: 1.000 - ETA: 5s - loss: 3.0366e-06 - acc: 1.000 - ETA: 5s - loss: 5.0077e-06 - acc: 1.000 - ETA: 4s - loss: 4.8398e-06 - acc: 1.000 - ETA: 4s - loss: 3.8064e-06 - acc: 1.000 - ETA: 4s - loss: 3.2559e-06 - acc: 1.000 - ETA: 4s - loss: 2.7901e-06 - acc: 1.000 - ETA: 4s - loss: 2.4355e-06 - acc: 1.000 - ETA: 4s - loss: 2.1461e-06 - acc: 1.000 - ETA: 4s - loss: 2.8658e-06 - acc: 1.000 - ETA: 4s - loss: 2.6546e-06 - acc: 1.000 - ETA: 4s - loss: 2.4998e-06 - acc: 1.000 - ETA: 4s - loss: 2.4732e-06 - acc: 1.000 - ETA: 4s - loss: 2.2919e-06 - acc: 1.000 - ETA: 4s - loss: 2.1955e-06 - acc: 1.000 - ETA: 4s - loss: 2.0592e-06 - acc: 1.000 - ETA: 4s - loss: 2.1874e-06 - acc: 1.000 - ETA: 4s - loss: 2.1315e-06 - acc: 1.000 - ETA: 4s - loss: 2.0943e-06 - acc: 1.000 - ETA: 4s - loss: 1.9872e-06 - acc: 1.000 - ETA: 3s - loss: 1.9161e-06 - acc: 1.000 - ETA: 3s - loss: 1.8276e-06 - acc: 1.000 - ETA: 3s - loss: 2.0805e-06 - acc: 1.000 - ETA: 3s - loss: 2.0139e-06 - acc: 1.000 - ETA: 3s - loss: 1.9307e-06 - acc: 1.000 - ETA: 3s - loss: 1.8574e-06 - acc: 1.000 - ETA: 3s - loss: 3.6165e-05 - acc: 1.000 - ETA: 3s - loss: 3.4752e-05 - acc: 1.000 - ETA: 3s - loss: 3.3484e-05 - acc: 1.000 - ETA: 3s - loss: 3.2351e-05 - acc: 1.000 - ETA: 3s - loss: 3.2859e-05 - acc: 1.000 - ETA: 3s - loss: 3.1742e-05 - acc: 1.000 - ETA: 3s - loss: 3.0697e-05 - acc: 1.000 - ETA: 3s - loss: 4.7873e-04 - acc: 0.999 - ETA: 3s - loss: 4.6413e-04 - acc: 0.999 - ETA: 3s - loss: 4.5007e-04 - acc: 0.999 - ETA: 3s - loss: 4.3733e-04 - acc: 0.999 - ETA: 3s - loss: 4.2790e-04 - acc: 0.999 - ETA: 2s - loss: 4.1594e-04 - acc: 0.999 - ETA: 2s - loss: 4.0739e-04 - acc: 0.999 - ETA: 2s - loss: 3.9653e-04 - acc: 0.999 - ETA: 2s - loss: 3.8625e-04 - acc: 0.999 - ETA: 2s - loss: 3.7647e-04 - acc: 0.999 - ETA: 2s - loss: 3.6948e-04 - acc: 0.999 - ETA: 2s - loss: 3.6052e-04 - acc: 0.999 - ETA: 2s - loss: 3.5206e-04 - acc: 0.999 - ETA: 2s - loss: 3.4494e-04 - acc: 0.999 - ETA: 2s - loss: 3.3909e-04 - acc: 0.999 - ETA: 2s - loss: 3.3156e-04 - acc: 0.999 - ETA: 2s - loss: 3.2436e-04 - acc: 0.999 - ETA: 2s - loss: 3.2018e-04 - acc: 0.999 - ETA: 2s - loss: 3.1349e-04 - acc: 0.999 - ETA: 2s - loss: 3.0706e-04 - acc: 0.999 - ETA: 2s - loss: 3.0090e-04 - acc: 0.999 - ETA: 2s - loss: 2.9643e-04 - acc: 0.999 - ETA: 1s - loss: 2.9067e-04 - acc: 0.999 - ETA: 1s - loss: 2.8514e-04 - acc: 0.999 - ETA: 1s - loss: 2.7983e-04 - acc: 0.999 - ETA: 1s - loss: 2.7597e-04 - acc: 0.999 - ETA: 1s - loss: 2.7116e-04 - acc: 0.999 - ETA: 1s - loss: 2.6635e-04 - acc: 0.999 - ETA: 1s - loss: 2.6287e-04 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.9996 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 797us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.5219 - val_acc: 0.8527 Epoch 00921: val_loss did not improve from 0.55729 Epoch 922/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.8552e-07 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 800us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.5790 - val_acc: 0.8443 Epoch 00922: val_loss did not improve from 0.55729 Epoch 923/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4529e-07 - acc: 1.000 - ETA: 5s - loss: 3.9004e-07 - acc: 1.000 - ETA: 4s - loss: 3.0523e-07 - acc: 1.000 - ETA: 4s - loss: 2.6802e-07 - acc: 1.000 - ETA: 4s - loss: 2.4799e-07 - acc: 1.000 - ETA: 4s - loss: 2.2883e-07 - acc: 1.000 - ETA: 4s - loss: 2.8113e-05 - acc: 1.000 - ETA: 4s - loss: 2.4386e-05 - acc: 1.000 - ETA: 4s - loss: 2.1549e-05 - acc: 1.000 - ETA: 4s - loss: 1.9293e-05 - acc: 1.000 - ETA: 4s - loss: 1.7891e-05 - acc: 1.000 - ETA: 4s - loss: 3.6789e-05 - acc: 1.000 - ETA: 4s - loss: 3.4497e-05 - acc: 1.000 - ETA: 4s - loss: 3.1854e-05 - acc: 1.000 - ETA: 4s - loss: 3.0124e-05 - acc: 1.000 - ETA: 4s - loss: 2.8090e-05 - acc: 1.000 - ETA: 4s - loss: 2.6463e-05 - acc: 1.000 - ETA: 4s - loss: 2.4921e-05 - acc: 1.000 - ETA: 4s - loss: 2.3525e-05 - acc: 1.000 - ETA: 4s - loss: 2.2581e-05 - acc: 1.000 - ETA: 3s - loss: 2.1431e-05 - acc: 1.000 - ETA: 3s - loss: 2.0642e-05 - acc: 1.000 - ETA: 3s - loss: 1.9677e-05 - acc: 1.000 - ETA: 3s - loss: 1.9016e-05 - acc: 1.000 - ETA: 3s - loss: 0.0049 - acc: 0.9995 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 798us/step - loss: 0.0132 - acc: 0.9988 - val_loss: 1.4798 - val_acc: 0.8575 Epoch 00923: val_loss did not improve from 0.55729 Epoch 924/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.0293e-07 - acc: 1.000 - ETA: 5s - loss: 2.7882e-07 - acc: 1.000 - ETA: 4s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 805us/step - loss: 0.0135 - acc: 0.9990 - val_loss: 1.6234 - val_acc: 0.8371 Epoch 00924: val_loss did not improve from 0.55729 Epoch 925/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2577e-06 - acc: 1.000 - ETA: 5s - loss: 4.4406e-07 - acc: 1.000 - ETA: 5s - loss: 3.4472e-07 - acc: 1.000 - ETA: 5s - loss: 1.1534e-06 - acc: 1.000 - ETA: 4s - loss: 1.3789e-05 - acc: 1.000 - ETA: 4s - loss: 1.1956e-05 - acc: 1.000 - ETA: 4s - loss: 1.0807e-05 - acc: 1.000 - ETA: 4s - loss: 1.0690e-05 - acc: 1.000 - ETA: 4s - loss: 9.6325e-06 - acc: 1.000 - ETA: 4s - loss: 8.5202e-06 - acc: 1.000 - ETA: 4s - loss: 8.6329e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9988 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.7989e-04 - acc: 0.999 - ETA: 4s - loss: 9.0453e-04 - acc: 0.999 - ETA: 4s - loss: 8.4041e-04 - acc: 0.999 - ETA: 4s - loss: 7.9769e-04 - acc: 0.999 - ETA: 4s - loss: 7.4707e-04 - acc: 0.999 - ETA: 4s - loss: 7.1313e-04 - acc: 0.999 - ETA: 4s - loss: 6.7369e-04 - acc: 0.999 - ETA: 4s - loss: 6.4601e-04 - acc: 0.999 - ETA: 4s - loss: 6.1252e-04 - acc: 0.999 - ETA: 3s - loss: 5.8233e-04 - acc: 0.999 - ETA: 3s - loss: 9.3762e-04 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.9983 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 801us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.5812 - val_acc: 0.8443 Epoch 00925: val_loss did not improve from 0.55729 Epoch 926/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.6887e-06 - acc: 1.000 - ETA: 4s - loss: 2.4605e-06 - acc: 1.000 - ETA: 4s - loss: 1.8856e-06 - acc: 1.000 - ETA: 4s - loss: 1.8132e-06 - acc: 1.000 - ETA: 4s - loss: 4.7981e-06 - acc: 1.000 - ETA: 4s - loss: 4.0254e-06 - acc: 1.000 - ETA: 4s - loss: 3.5747e-06 - acc: 1.000 - ETA: 4s - loss: 8.7065e-06 - acc: 1.000 - ETA: 4s - loss: 7.7475e-06 - acc: 1.000 - ETA: 4s - loss: 7.1291e-06 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9987 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 809us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.3898 - val_acc: 0.8503 Epoch 00926: val_loss did not improve from 0.55729 Epoch 927/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5050e-07 - acc: 1.000 - ETA: 5s - loss: 3.5252e-07 - acc: 1.000 - ETA: 5s - loss: 2.7987e-07 - acc: 1.000 - ETA: 5s - loss: 2.4630e-07 - acc: 1.000 - ETA: 5s - loss: 2.1805e-07 - acc: 1.000 - ETA: 4s - loss: 2.0393e-07 - acc: 1.000 - ETA: 4s - loss: 1.9038e-07 - acc: 1.000 - ETA: 4s - loss: 1.9531e-07 - acc: 1.000 - ETA: 4s - loss: 1.9996e-07 - acc: 1.000 - ETA: 4s - loss: 2.3345e-07 - acc: 1.000 - ETA: 4s - loss: 2.2489e-07 - acc: 1.000 - ETA: 4s - loss: 3.5126e-07 - acc: 1.000 - ETA: 4s - loss: 3.3151e-07 - acc: 1.000 - ETA: 4s - loss: 3.1985e-07 - acc: 1.000 - ETA: 4s - loss: 3.0890e-07 - acc: 1.000 - ETA: 4s - loss: 2.9582e-07 - acc: 1.000 - ETA: 4s - loss: 2.8787e-07 - acc: 1.000 - ETA: 4s - loss: 2.7850e-07 - acc: 1.000 - ETA: 4s - loss: 2.7156e-07 - acc: 1.000 - ETA: 4s - loss: 2.6512e-07 - acc: 1.000 - ETA: 4s - loss: 2.6771e-07 - acc: 1.000 - ETA: 4s - loss: 2.6200e-07 - acc: 1.000 - ETA: 3s - loss: 2.5510e-07 - acc: 1.000 - ETA: 3s - loss: 2.5072e-07 - acc: 1.000 - ETA: 3s - loss: 3.7496e-07 - acc: 1.000 - ETA: 3s - loss: 3.6473e-07 - acc: 1.000 - ETA: 3s - loss: 3.5706e-07 - acc: 1.000 - ETA: 3s - loss: 3.4754e-07 - acc: 1.000 - ETA: 3s - loss: 3.4280e-07 - acc: 1.000 - ETA: 3s - loss: 3.3444e-07 - acc: 1.000 - ETA: 3s - loss: 3.3539e-07 - acc: 1.000 - ETA: 3s - loss: 3.7022e-07 - acc: 1.000 - ETA: 3s - loss: 3.6206e-07 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9996 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 803us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.4613 - val_acc: 0.8539 Epoch 00927: val_loss did not improve from 0.55729 Epoch 928/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.3837e-07 - acc: 1.000 - ETA: 4s - loss: 4.1260e-07 - acc: 1.000 - ETA: 4s - loss: 3.4552e-06 - acc: 1.000 - ETA: 4s - loss: 2.9587e-06 - acc: 1.000 - ETA: 4s - loss: 2.5386e-06 - acc: 1.000 - ETA: 4s - loss: 2.1526e-06 - acc: 1.000 - ETA: 4s - loss: 2.4860e-06 - acc: 1.000 - ETA: 4s - loss: 2.5192e-06 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.6844e-04 - acc: 1.000 - ETA: 4s - loss: 8.7402e-04 - acc: 1.000 - ETA: 4s - loss: 8.1444e-04 - acc: 1.000 - ETA: 4s - loss: 7.4660e-04 - acc: 1.000 - ETA: 4s - loss: 6.8936e-04 - acc: 1.000 - ETA: 4s - loss: 6.5177e-04 - acc: 1.000 - ETA: 4s - loss: 6.1807e-04 - acc: 1.000 - ETA: 4s - loss: 5.8768e-04 - acc: 1.000 - ETA: 4s - loss: 5.6014e-04 - acc: 1.000 - ETA: 4s - loss: 5.3506e-04 - acc: 1.000 - ETA: 4s - loss: 5.1215e-04 - acc: 1.000 - ETA: 4s - loss: 4.9357e-04 - acc: 1.000 - ETA: 4s - loss: 4.7410e-04 - acc: 1.000 - ETA: 4s - loss: 4.5610e-04 - acc: 1.000 - ETA: 4s - loss: 4.3942e-04 - acc: 1.000 - ETA: 3s - loss: 4.2394e-04 - acc: 1.000 - ETA: 3s - loss: 4.1053e-04 - acc: 1.000 - ETA: 3s - loss: 3.9705e-04 - acc: 1.000 - ETA: 3s - loss: 3.8438e-04 - acc: 1.000 - ETA: 3s - loss: 3.7250e-04 - acc: 1.000 - ETA: 3s - loss: 3.6133e-04 - acc: 1.000 - ETA: 3s - loss: 3.5081e-04 - acc: 1.000 - ETA: 3s - loss: 3.4089e-04 - acc: 1.000 - ETA: 3s - loss: 3.3319e-04 - acc: 1.000 - ETA: 3s - loss: 3.2430e-04 - acc: 1.000 - ETA: 3s - loss: 3.1585e-04 - acc: 1.000 - ETA: 3s - loss: 3.0791e-04 - acc: 1.000 - ETA: 3s - loss: 3.0259e-04 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 6s 835us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.4999 - val_acc: 0.8491 Epoch 00928: val_loss did not improve from 0.55729 Epoch 929/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2338e-07 - acc: 1.000 - ETA: 5s - loss: 0.0833 - acc: 0.9937 - ETA: 5s - loss: 0.0606 - acc: 0.995 - ETA: 5s - loss: 0.0476 - acc: 0.996 - ETA: 5s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 795us/step - loss: 0.0147 - acc: 0.9988 - val_loss: 1.4990 - val_acc: 0.8539 Epoch 00929: val_loss did not improve from 0.55729 Epoch 930/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0175 - acc: 0.9937 - ETA: 4s - loss: 0.0117 - acc: 0.995 - ETA: 4s - loss: 0.0093 - acc: 0.996 - ETA: 4s - loss: 0.0074 - acc: 0.997 - ETA: 4s - loss: 0.0061 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 797us/step - loss: 0.0104 - acc: 0.9987 - val_loss: 1.5772 - val_acc: 0.8419 Epoch 00930: val_loss did not improve from 0.55729 Epoch 931/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.2054e-07 - acc: 1.000 - ETA: 4s - loss: 9.7490e-07 - acc: 1.000 - ETA: 4s - loss: 1.4353e-06 - acc: 1.000 - ETA: 4s - loss: 1.1076e-06 - acc: 1.000 - ETA: 4s - loss: 1.6404e-06 - acc: 1.000 - ETA: 4s - loss: 1.4473e-06 - acc: 1.000 - ETA: 4s - loss: 1.2534e-06 - acc: 1.000 - ETA: 4s - loss: 1.1823e-06 - acc: 1.000 - ETA: 4s - loss: 1.0744e-06 - acc: 1.000 - ETA: 4s - loss: 2.0932e-06 - acc: 1.000 - ETA: 4s - loss: 1.9104e-06 - acc: 1.000 - ETA: 4s - loss: 2.2070e-06 - acc: 1.000 - ETA: 4s - loss: 2.0385e-06 - acc: 1.000 - ETA: 4s - loss: 1.9006e-06 - acc: 1.000 - ETA: 4s - loss: 1.8055e-06 - acc: 1.000 - ETA: 4s - loss: 1.7239e-06 - acc: 1.000 - ETA: 4s - loss: 1.6220e-06 - acc: 1.000 - ETA: 4s - loss: 1.5868e-06 - acc: 1.000 - ETA: 4s - loss: 1.5242e-06 - acc: 1.000 - ETA: 4s - loss: 1.4491e-06 - acc: 1.000 - ETA: 3s - loss: 1.3814e-06 - acc: 1.000 - ETA: 3s - loss: 1.3650e-06 - acc: 1.000 - ETA: 3s - loss: 1.3210e-06 - acc: 1.000 - ETA: 3s - loss: 1.4055e-06 - acc: 1.000 - ETA: 3s - loss: 1.3503e-06 - acc: 1.000 - ETA: 3s - loss: 1.3648e-06 - acc: 1.000 - ETA: 3s - loss: 1.3270e-06 - acc: 1.000 - ETA: 3s - loss: 1.2833e-06 - acc: 1.000 - ETA: 3s - loss: 1.4699e-06 - acc: 1.000 - ETA: 3s - loss: 1.4265e-06 - acc: 1.000 - ETA: 3s - loss: 6.5505e-06 - acc: 1.000 - ETA: 3s - loss: 6.3325e-06 - acc: 1.000 - ETA: 3s - loss: 6.1312e-06 - acc: 1.000 - ETA: 3s - loss: 5.9438e-06 - acc: 1.000 - ETA: 3s - loss: 5.8090e-06 - acc: 1.000 - ETA: 3s - loss: 5.6391e-06 - acc: 1.000 - ETA: 3s - loss: 0.0059 - acc: 0.9996 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 797us/step - loss: 0.0151 - acc: 0.9985 - val_loss: 1.5025 - val_acc: 0.8515 Epoch 00931: val_loss did not improve from 0.55729 Epoch 932/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1665e-06 - acc: 1.000 - ETA: 4s - loss: 1.6326e-06 - acc: 1.000 - ETA: 4s - loss: 1.0488e-06 - acc: 1.000 - ETA: 4s - loss: 1.3938e-05 - acc: 1.000 - ETA: 4s - loss: 2.0567e-04 - acc: 1.000 - ETA: 4s - loss: 1.6458e-04 - acc: 1.000 - ETA: 4s - loss: 1.3718e-04 - acc: 1.000 - ETA: 4s - loss: 1.1763e-04 - acc: 1.000 - ETA: 4s - loss: 1.0628e-04 - acc: 1.000 - ETA: 4s - loss: 9.4239e-05 - acc: 1.000 - ETA: 4s - loss: 8.6809e-05 - acc: 1.000 - ETA: 4s - loss: 0.0196 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 797us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.4949 - val_acc: 0.8503 Epoch 00932: val_loss did not improve from 0.55729 Epoch 933/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.4080e-07 - acc: 1.000 - ETA: 4s - loss: 1.8676e-07 - acc: 1.000 - ETA: 4s - loss: 4.8479e-07 - acc: 1.000 - ETA: 4s - loss: 0.0488 - acc: 0.9969 - ETA: 4s - loss: 0.0391 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 799us/step - loss: 0.0129 - acc: 0.9987 - val_loss: 1.5579 - val_acc: 0.8467 Epoch 00933: val_loss did not improve from 0.55729 Epoch 934/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.7306e-05 - acc: 1.000 - ETA: 5s - loss: 1.1598e-05 - acc: 1.000 - ETA: 4s - loss: 8.0886e-06 - acc: 1.000 - ETA: 4s - loss: 6.6644e-06 - acc: 1.000 - ETA: 4s - loss: 5.3571e-06 - acc: 1.000 - ETA: 4s - loss: 4.4938e-06 - acc: 1.000 - ETA: 4s - loss: 4.0080e-06 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 795us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.4657 - val_acc: 0.8491 Epoch 00934: val_loss did not improve from 0.55729 Epoch 935/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3692e-06 - acc: 1.000 - ETA: 5s - loss: 5.0800e-04 - acc: 1.000 - ETA: 4s - loss: 3.7264e-04 - acc: 1.000 - ETA: 4s - loss: 2.9422e-04 - acc: 1.000 - ETA: 4s - loss: 2.5412e-04 - acc: 1.000 - ETA: 4s - loss: 2.1504e-04 - acc: 1.000 - ETA: 4s - loss: 1.9282e-04 - acc: 1.000 - ETA: 4s - loss: 7.1505e-04 - acc: 1.000 - ETA: 4s - loss: 6.3808e-04 - acc: 1.000 - ETA: 4s - loss: 5.7585e-04 - acc: 1.000 - ETA: 4s - loss: 5.3665e-04 - acc: 1.000 - ETA: 4s - loss: 4.9253e-04 - acc: 1.000 - ETA: 4s - loss: 0.0163 - acc: 0.9990 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - 5s 798us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.5618 - val_acc: 0.8491 Epoch 00935: val_loss did not improve from 0.55729 Epoch 936/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0117e-07 - acc: 1.000 - ETA: 5s - loss: 1.7583e-07 - acc: 1.000 - ETA: 4s - loss: 2.1309e-07 - acc: 1.000 - ETA: 4s - loss: 2.2017e-07 - acc: 1.000 - ETA: 4s - loss: 1.9150e-06 - acc: 1.000 - ETA: 4s - loss: 1.8305e-06 - acc: 1.000 - ETA: 4s - loss: 1.5770e-06 - acc: 1.000 - ETA: 4s - loss: 2.1306e-06 - acc: 1.000 - ETA: 4s - loss: 1.8966e-06 - acc: 1.000 - ETA: 4s - loss: 0.0342 - acc: 0.9974 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 795us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5335 - val_acc: 0.8479 Epoch 00936: val_loss did not improve from 0.55729 Epoch 937/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 3.3416e-04 - acc: 1.000 - ETA: 5s - loss: 1.6720e-04 - acc: 1.000 - ETA: 5s - loss: 1.1794e-04 - acc: 1.000 - ETA: 5s - loss: 9.5422e-05 - acc: 1.000 - ETA: 4s - loss: 7.5360e-05 - acc: 1.000 - ETA: 4s - loss: 6.6318e-05 - acc: 1.000 - ETA: 4s - loss: 5.8681e-05 - acc: 1.000 - ETA: 4s - loss: 5.1934e-05 - acc: 1.000 - ETA: 4s - loss: 4.6024e-05 - acc: 1.000 - ETA: 4s - loss: 4.1476e-05 - acc: 1.000 - ETA: 4s - loss: 9.9366e-04 - acc: 0.998 - ETA: 4s - loss: 9.0534e-04 - acc: 0.998 - ETA: 4s - loss: 8.3146e-04 - acc: 0.999 - ETA: 4s - loss: 7.8349e-04 - acc: 0.999 - ETA: 4s - loss: 7.2758e-04 - acc: 0.999 - ETA: 4s - loss: 6.9265e-04 - acc: 0.999 - ETA: 4s - loss: 6.4889e-04 - acc: 0.999 - ETA: 4s - loss: 6.1032e-04 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.9986 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 799us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.6145 - val_acc: 0.8539 Epoch 00937: val_loss did not improve from 0.55729 Epoch 938/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 2.6335e-06 - acc: 1.000 - ETA: 5s - loss: 1.9478e-06 - acc: 1.000 - ETA: 4s - loss: 1.4677e-06 - acc: 1.000 - ETA: 5s - loss: 1.2800e-06 - acc: 1.000 - ETA: 4s - loss: 1.3406e-06 - acc: 1.000 - ETA: 4s - loss: 1.1940e-06 - acc: 1.000 - ETA: 4s - loss: 1.0652e-06 - acc: 1.000 - ETA: 4s - loss: 2.0238e-05 - acc: 1.000 - ETA: 4s - loss: 1.8784e-05 - acc: 1.000 - ETA: 4s - loss: 1.6934e-05 - acc: 1.000 - ETA: 4s - loss: 1.5762e-05 - acc: 1.000 - ETA: 4s - loss: 1.4431e-05 - acc: 1.000 - ETA: 4s - loss: 1.3434e-05 - acc: 1.000 - ETA: 4s - loss: 1.2699e-05 - acc: 1.000 - ETA: 4s - loss: 1.1861e-05 - acc: 1.000 - ETA: 4s - loss: 1.1109e-05 - acc: 1.000 - ETA: 4s - loss: 1.0606e-05 - acc: 1.000 - ETA: 4s - loss: 1.0000e-05 - acc: 1.000 - ETA: 4s - loss: 9.4586e-06 - acc: 1.000 - ETA: 4s - loss: 9.0900e-06 - acc: 1.000 - ETA: 3s - loss: 8.6417e-06 - acc: 1.000 - ETA: 3s - loss: 8.2366e-06 - acc: 1.000 - ETA: 3s - loss: 7.8689e-06 - acc: 1.000 - ETA: 3s - loss: 7.5446e-06 - acc: 1.000 - ETA: 3s - loss: 7.3101e-06 - acc: 1.000 - ETA: 3s - loss: 7.3869e-06 - acc: 1.000 - ETA: 3s - loss: 7.1018e-06 - acc: 1.000 - ETA: 3s - loss: 6.8384e-06 - acc: 1.000 - ETA: 3s - loss: 6.7178e-06 - acc: 1.000 - ETA: 3s - loss: 6.4844e-06 - acc: 1.000 - ETA: 3s - loss: 6.2697e-06 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 0.9996 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 800us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.5843 - val_acc: 0.8539 Epoch 00938: val_loss did not improve from 0.55729 Epoch 939/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.2917e-06 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0738 - acc: 0.995 - ETA: 4s - loss: 0.0615 - acc: 0.995 - ETA: 4s - loss: 0.0547 - acc: 0.996 - ETA: 4s - loss: 0.0492 - acc: 0.996 - ETA: 4s - loss: 0.0434 - acc: 0.997 - ETA: 4s - loss: 0.0389 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 797us/step - loss: 0.0146 - acc: 0.9988 - val_loss: 1.6088 - val_acc: 0.8467 Epoch 00939: val_loss did not improve from 0.55729 Epoch 940/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1116e-06 - acc: 1.000 - ETA: 5s - loss: 7.9052e-07 - acc: 1.000 - ETA: 5s - loss: 3.3764e-04 - acc: 1.000 - ETA: 4s - loss: 2.4990e-04 - acc: 1.000 - ETA: 4s - loss: 2.0397e-04 - acc: 1.000 - ETA: 4s - loss: 0.0405 - acc: 0.9975 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 796us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.5716 - val_acc: 0.8503 Epoch 00940: val_loss did not improve from 0.55729 Epoch 941/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 3.1931e-07 - acc: 1.000 - ETA: 5s - loss: 2.5088e-07 - acc: 1.000 - ETA: 4s - loss: 8.3750e-07 - acc: 1.000 - ETA: 5s - loss: 7.2011e-07 - acc: 1.000 - ETA: 4s - loss: 2.0978e-06 - acc: 1.000 - ETA: 4s - loss: 3.7495e-06 - acc: 1.000 - ETA: 4s - loss: 3.4092e-06 - acc: 1.000 - ETA: 4s - loss: 3.0691e-06 - acc: 1.000 - ETA: 4s - loss: 2.8232e-06 - acc: 1.000 - ETA: 4s - loss: 2.5557e-06 - acc: 1.000 - ETA: 4s - loss: 2.3353e-06 - acc: 1.000 - ETA: 4s - loss: 3.7676e-05 - acc: 1.000 - ETA: 4s - loss: 3.4809e-05 - acc: 1.000 - ETA: 4s - loss: 3.2967e-05 - acc: 1.000 - ETA: 4s - loss: 3.0743e-05 - acc: 1.000 - ETA: 4s - loss: 2.8799e-05 - acc: 1.000 - ETA: 4s - loss: 2.7093e-05 - acc: 1.000 - ETA: 4s - loss: 2.5938e-05 - acc: 1.000 - ETA: 4s - loss: 2.4543e-05 - acc: 1.000 - ETA: 4s - loss: 2.3699e-05 - acc: 1.000 - ETA: 3s - loss: 2.2548e-05 - acc: 1.000 - ETA: 3s - loss: 0.0096 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 798us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.5486 - val_acc: 0.8515 Epoch 00941: val_loss did not improve from 0.55729 Epoch 942/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3776e-05 - acc: 1.000 - ETA: 5s - loss: 6.0662e-06 - acc: 1.000 - ETA: 5s - loss: 6.4410e-06 - acc: 1.000 - ETA: 5s - loss: 4.2603e-06 - acc: 1.000 - ETA: 4s - loss: 5.4766e-04 - acc: 1.000 - ETA: 5s - loss: 4.6129e-04 - acc: 1.000 - ETA: 4s - loss: 3.7745e-04 - acc: 1.000 - ETA: 4s - loss: 3.1945e-04 - acc: 1.000 - ETA: 4s - loss: 2.8669e-04 - acc: 1.000 - ETA: 4s - loss: 2.5202e-04 - acc: 1.000 - ETA: 4s - loss: 2.3182e-04 - acc: 1.000 - ETA: 4s - loss: 2.0865e-04 - acc: 1.000 - ETA: 4s - loss: 1.9157e-04 - acc: 1.000 - ETA: 4s - loss: 1.8586e-04 - acc: 1.000 - ETA: 4s - loss: 1.7132e-04 - acc: 1.000 - ETA: 4s - loss: 1.5889e-04 - acc: 1.000 - ETA: 4s - loss: 2.6708e-04 - acc: 1.000 - ETA: 4s - loss: 2.5395e-04 - acc: 1.000 - ETA: 4s - loss: 2.3844e-04 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 798us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5741 - val_acc: 0.8419 Epoch 00942: val_loss did not improve from 0.55729 Epoch 943/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4961e-06 - acc: 1.000 - ETA: 5s - loss: 4.3631e-07 - acc: 1.000 - ETA: 5s - loss: 3.1740e-07 - acc: 1.000 - ETA: 5s - loss: 2.6335e-07 - acc: 1.000 - ETA: 5s - loss: 1.5962e-06 - acc: 1.000 - ETA: 4s - loss: 2.1619e-06 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 797us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.5675 - val_acc: 0.8479 Epoch 00943: val_loss did not improve from 0.55729 Epoch 944/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2293e-07 - acc: 1.000 - ETA: 4s - loss: 1.2249e-07 - acc: 1.000 - ETA: 4s - loss: 7.7418e-07 - acc: 1.000 - ETA: 4s - loss: 6.9966e-07 - acc: 1.000 - ETA: 4s - loss: 6.2515e-07 - acc: 1.000 - ETA: 4s - loss: 5.8051e-07 - acc: 1.000 - ETA: 4s - loss: 5.3211e-07 - acc: 1.000 - ETA: 4s - loss: 5.2021e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0277 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - 5s 803us/step - loss: 0.0170 - acc: 0.9987 - val_loss: 1.5228 - val_acc: 0.8527 Epoch 00944: val_loss did not improve from 0.55729 Epoch 945/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2054e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3374e-07 - acc: 1.000 - ETA: 5s - loss: 2.1949e-04 - acc: 1.000 - ETA: 4s - loss: 1.6163e-04 - acc: 1.000 - ETA: 5s - loss: 1.3536e-04 - acc: 1.000 - ETA: 4s - loss: 1.1079e-04 - acc: 1.000 - ETA: 4s - loss: 9.7511e-05 - acc: 1.000 - ETA: 4s - loss: 8.4079e-05 - acc: 1.000 - ETA: 4s - loss: 8.3418e-05 - acc: 1.000 - ETA: 4s - loss: 7.4181e-05 - acc: 1.000 - ETA: 4s - loss: 6.6775e-05 - acc: 1.000 - ETA: 4s - loss: 6.2125e-05 - acc: 1.000 - ETA: 4s - loss: 5.6849e-05 - acc: 1.000 - ETA: 4s - loss: 5.3523e-05 - acc: 1.000 - ETA: 4s - loss: 5.0290e-05 - acc: 1.000 - ETA: 4s - loss: 4.7650e-05 - acc: 1.000 - ETA: 4s - loss: 4.5273e-05 - acc: 1.000 - ETA: 4s - loss: 4.2520e-05 - acc: 1.000 - ETA: 4s - loss: 4.0621e-05 - acc: 1.000 - ETA: 4s - loss: 3.8471e-05 - acc: 1.000 - ETA: 4s - loss: 3.6426e-05 - acc: 1.000 - ETA: 4s - loss: 3.5032e-05 - acc: 1.000 - ETA: 3s - loss: 3.3330e-05 - acc: 1.000 - ETA: 3s - loss: 3.2158e-05 - acc: 1.000 - ETA: 3s - loss: 3.0718e-05 - acc: 1.000 - ETA: 3s - loss: 2.9497e-05 - acc: 1.000 - ETA: 3s - loss: 2.8581e-05 - acc: 1.000 - ETA: 3s - loss: 2.7443e-05 - acc: 1.000 - ETA: 3s - loss: 2.6647e-05 - acc: 1.000 - ETA: 3s - loss: 1.9913e-04 - acc: 1.000 - ETA: 3s - loss: 1.9370e-04 - acc: 1.000 - ETA: 3s - loss: 1.8704e-04 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9996 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9474e-04 - acc: 0.999 - ETA: 2s - loss: 9.7652e-04 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.9997 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9234e-04 - acc: 0.999 - ETA: 2s - loss: 9.6992e-04 - acc: 0.999 - ETA: 2s - loss: 9.5376e-04 - acc: 0.999 - ETA: 2s - loss: 9.3303e-04 - acc: 0.999 - ETA: 2s - loss: 9.1319e-04 - acc: 0.999 - ETA: 2s - loss: 8.9416e-04 - acc: 0.999 - ETA: 2s - loss: 8.8041e-04 - acc: 0.999 - ETA: 2s - loss: 8.6281e-04 - acc: 0.999 - ETA: 2s - loss: 8.4581e-04 - acc: 0.999 - ETA: 1s - loss: 8.2955e-04 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.9995 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 5s 809us/step - loss: 0.0091 - acc: 0.9991 - val_loss: 1.5806 - val_acc: 0.8455 Epoch 00945: val_loss did not improve from 0.55729 Epoch 946/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 6.0917e-07 - acc: 1.000 - ETA: 5s - loss: 4.2543e-07 - acc: 1.000 - ETA: 5s - loss: 3.4300e-07 - acc: 1.000 - ETA: 4s - loss: 3.5406e-07 - acc: 1.000 - ETA: 5s - loss: 5.0748e-07 - acc: 1.000 - ETA: 4s - loss: 4.4244e-07 - acc: 1.000 - ETA: 4s - loss: 3.9833e-07 - acc: 1.000 - ETA: 4s - loss: 3.7949e-07 - acc: 1.000 - ETA: 4s - loss: 3.7744e-07 - acc: 1.000 - ETA: 4s - loss: 4.2545e-07 - acc: 1.000 - ETA: 4s - loss: 4.0764e-07 - acc: 1.000 - ETA: 4s - loss: 4.0532e-07 - acc: 1.000 - ETA: 4s - loss: 8.1649e-07 - acc: 1.000 - ETA: 4s - loss: 7.7548e-07 - acc: 1.000 - ETA: 4s - loss: 1.3803e-05 - acc: 1.000 - ETA: 4s - loss: 1.2918e-05 - acc: 1.000 - ETA: 4s - loss: 1.2290e-05 - acc: 1.000 - ETA: 4s - loss: 1.1542e-05 - acc: 1.000 - ETA: 4s - loss: 1.1235e-05 - acc: 1.000 - ETA: 4s - loss: 1.0618e-05 - acc: 1.000 - ETA: 4s - loss: 1.0117e-05 - acc: 1.000 - ETA: 4s - loss: 9.7372e-06 - acc: 1.000 - ETA: 3s - loss: 9.3857e-06 - acc: 1.000 - ETA: 3s - loss: 9.8039e-06 - acc: 1.000 - ETA: 3s - loss: 9.3704e-06 - acc: 1.000 - ETA: 3s - loss: 9.0692e-06 - acc: 1.000 - ETA: 3s - loss: 8.8122e-06 - acc: 1.000 - ETA: 3s - loss: 8.4628e-06 - acc: 1.000 - ETA: 3s - loss: 8.2253e-06 - acc: 1.000 - ETA: 3s - loss: 7.9937e-06 - acc: 1.000 - ETA: 3s - loss: 7.9007e-06 - acc: 1.000 - ETA: 3s - loss: 7.6923e-06 - acc: 1.000 - ETA: 3s - loss: 7.4962e-06 - acc: 1.000 - ETA: 3s - loss: 7.2499e-06 - acc: 1.000 - ETA: 3s - loss: 7.0752e-06 - acc: 1.000 - ETA: 3s - loss: 1.8826e-04 - acc: 1.000 - ETA: 3s - loss: 1.8389e-04 - acc: 1.000 - ETA: 3s - loss: 1.7972e-04 - acc: 1.000 - ETA: 3s - loss: 0.0050 - acc: 0.9996 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 821us/step - loss: 0.0151 - acc: 0.9987 - val_loss: 1.5338 - val_acc: 0.8503 Epoch 00946: val_loss did not improve from 0.55729 Epoch 947/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2650e-07 - acc: 1.000 - ETA: 5s - loss: 2.6973e-05 - acc: 1.000 - ETA: 5s - loss: 1.8921e-05 - acc: 1.000 - ETA: 5s - loss: 1.5228e-05 - acc: 1.000 - ETA: 5s - loss: 1.2363e-05 - acc: 1.000 - ETA: 5s - loss: 1.0569e-05 - acc: 1.000 - ETA: 4s - loss: 8.8353e-06 - acc: 1.000 - ETA: 4s - loss: 8.5107e-06 - acc: 1.000 - ETA: 4s - loss: 7.4393e-06 - acc: 1.000 - ETA: 4s - loss: 6.7970e-06 - acc: 1.000 - ETA: 4s - loss: 6.2558e-06 - acc: 1.000 - ETA: 4s - loss: 1.7884e-05 - acc: 1.000 - ETA: 4s - loss: 4.4238e-04 - acc: 1.000 - ETA: 4s - loss: 4.1419e-04 - acc: 1.000 - ETA: 4s - loss: 3.8174e-04 - acc: 1.000 - ETA: 4s - loss: 3.6055e-04 - acc: 1.000 - ETA: 4s - loss: 3.4161e-04 - acc: 1.000 - ETA: 4s - loss: 3.1923e-04 - acc: 1.000 - ETA: 4s - loss: 3.0442e-04 - acc: 1.000 - ETA: 4s - loss: 2.8652e-04 - acc: 1.000 - ETA: 4s - loss: 2.7443e-04 - acc: 1.000 - ETA: 4s - loss: 2.6331e-04 - acc: 1.000 - ETA: 4s - loss: 2.5080e-04 - acc: 1.000 - ETA: 4s - loss: 2.4152e-04 - acc: 1.000 - ETA: 3s - loss: 2.3019e-04 - acc: 1.000 - ETA: 3s - loss: 2.2235e-04 - acc: 1.000 - ETA: 3s - loss: 2.1502e-04 - acc: 1.000 - ETA: 3s - loss: 2.0597e-04 - acc: 1.000 - ETA: 3s - loss: 1.9968e-04 - acc: 1.000 - ETA: 3s - loss: 1.9389e-04 - acc: 1.000 - ETA: 3s - loss: 1.8651e-04 - acc: 1.000 - ETA: 3s - loss: 1.8140e-04 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 0.9996 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 819us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.4892 - val_acc: 0.8479 Epoch 00947: val_loss did not improve from 0.55729 Epoch 948/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1293e-07 - acc: 1.000 - ETA: 5s - loss: 2.4252e-07 - acc: 1.000 - ETA: 5s - loss: 3.2922e-05 - acc: 1.000 - ETA: 5s - loss: 2.6362e-05 - acc: 1.000 - ETA: 4s - loss: 2.0852e-05 - acc: 1.000 - ETA: 4s - loss: 1.8027e-05 - acc: 1.000 - ETA: 4s - loss: 1.6640e-05 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0495 - acc: 0.996 - ETA: 4s - loss: 0.0457 - acc: 0.997 - ETA: 4s - loss: 0.0433 - acc: 0.997 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.998 - ETA: 3s - loss: 0.0280 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 815us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.4935 - val_acc: 0.8443 Epoch 00948: val_loss did not improve from 0.55729 Epoch 949/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 5s - loss: 1.4348e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 5s - loss: 3.7787e-06 - acc: 1.000 - ETA: 5s - loss: 3.0710e-06 - acc: 1.000 - ETA: 5s - loss: 3.4003e-06 - acc: 1.000 - ETA: 5s - loss: 5.1893e-05 - acc: 1.000 - ETA: 4s - loss: 4.4619e-05 - acc: 1.000 - ETA: 4s - loss: 3.9057e-05 - acc: 1.000 - ETA: 4s - loss: 3.5983e-05 - acc: 1.000 - ETA: 4s - loss: 3.2305e-05 - acc: 1.000 - ETA: 4s - loss: 3.0042e-05 - acc: 1.000 - ETA: 4s - loss: 2.7496e-05 - acc: 1.000 - ETA: 4s - loss: 2.5352e-05 - acc: 1.000 - ETA: 4s - loss: 2.3538e-05 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9992 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - 5s 794us/step - loss: 0.0101 - acc: 0.9993 - val_loss: 1.5509 - val_acc: 0.8347 Epoch 00949: val_loss did not improve from 0.55729 Epoch 950/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4741e-07 - acc: 1.000 - ETA: 4s - loss: 4.8181e-07 - acc: 1.000 - ETA: 4s - loss: 4.6194e-07 - acc: 1.000 - ETA: 4s - loss: 4.0606e-07 - acc: 1.000 - ETA: 4s - loss: 1.4534e-06 - acc: 1.000 - ETA: 4s - loss: 1.2628e-06 - acc: 1.000 - ETA: 4s - loss: 1.1330e-06 - acc: 1.000 - ETA: 4s - loss: 1.4514e-06 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 792us/step - loss: 0.0089 - acc: 0.9994 - val_loss: 1.5281 - val_acc: 0.8455 Epoch 00950: val_loss did not improve from 0.55729 Epoch 951/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6226e-07 - acc: 1.000 - ETA: 4s - loss: 7.6773e-07 - acc: 1.000 - ETA: 4s - loss: 4.8446e-07 - acc: 1.000 - ETA: 4s - loss: 4.2444e-07 - acc: 1.000 - ETA: 4s - loss: 3.4832e-07 - acc: 1.000 - ETA: 4s - loss: 5.8637e-07 - acc: 1.000 - ETA: 4s - loss: 5.2544e-07 - acc: 1.000 - ETA: 4s - loss: 4.6680e-07 - acc: 1.000 - ETA: 4s - loss: 0.0241 - acc: 0.9984 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.999 - ETA: 1s - loss: 0.0162 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.999 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - 5s 791us/step - loss: 0.0137 - acc: 0.9991 - val_loss: 1.5983 - val_acc: 0.8371 Epoch 00951: val_loss did not improve from 0.55729 Epoch 952/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.7577e-04 - acc: 1.000 - ETA: 5s - loss: 2.0068e-04 - acc: 1.000 - ETA: 5s - loss: 1.5802e-04 - acc: 1.000 - ETA: 5s - loss: 1.3172e-04 - acc: 1.000 - ETA: 4s - loss: 1.0780e-04 - acc: 1.000 - ETA: 4s - loss: 9.1236e-05 - acc: 1.000 - ETA: 4s - loss: 8.2086e-05 - acc: 1.000 - ETA: 4s - loss: 7.2176e-05 - acc: 1.000 - ETA: 4s - loss: 0.0225 - acc: 0.9986 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0295 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 816us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.6534 - val_acc: 0.8395 Epoch 00952: val_loss did not improve from 0.55729 Epoch 953/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5630e-07 - acc: 1.000 - ETA: 5s - loss: 6.7578e-07 - acc: 1.000 - ETA: 5s - loss: 9.7154e-05 - acc: 1.000 - ETA: 5s - loss: 1.5710e-04 - acc: 1.000 - ETA: 5s - loss: 1.2088e-04 - acc: 1.000 - ETA: 5s - loss: 9.8526e-05 - acc: 1.000 - ETA: 5s - loss: 8.3140e-05 - acc: 1.000 - ETA: 5s - loss: 7.1870e-05 - acc: 1.000 - ETA: 5s - loss: 6.3265e-05 - acc: 1.000 - ETA: 5s - loss: 5.6579e-05 - acc: 1.000 - ETA: 5s - loss: 5.4057e-05 - acc: 1.000 - ETA: 5s - loss: 4.9299e-05 - acc: 1.000 - ETA: 5s - loss: 4.6257e-05 - acc: 1.000 - ETA: 5s - loss: 4.2797e-05 - acc: 1.000 - ETA: 4s - loss: 4.1416e-05 - acc: 1.000 - ETA: 4s - loss: 3.8729e-05 - acc: 1.000 - ETA: 4s - loss: 3.6365e-05 - acc: 1.000 - ETA: 4s - loss: 3.4276e-05 - acc: 1.000 - ETA: 4s - loss: 3.1856e-05 - acc: 1.000 - ETA: 4s - loss: 3.0265e-05 - acc: 1.000 - ETA: 4s - loss: 2.8810e-05 - acc: 1.000 - ETA: 4s - loss: 2.7493e-05 - acc: 1.000 - ETA: 4s - loss: 2.6297e-05 - acc: 1.000 - ETA: 4s - loss: 2.4844e-05 - acc: 1.000 - ETA: 4s - loss: 2.3551e-05 - acc: 1.000 - ETA: 4s - loss: 2.2667e-05 - acc: 1.000 - ETA: 4s - loss: 2.1844e-05 - acc: 1.000 - ETA: 4s - loss: 2.1078e-05 - acc: 1.000 - ETA: 4s - loss: 2.0937e-05 - acc: 1.000 - ETA: 4s - loss: 2.0250e-05 - acc: 1.000 - ETA: 4s - loss: 1.9657e-05 - acc: 1.000 - ETA: 3s - loss: 0.0062 - acc: 0.9995 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - 6s 850us/step - loss: 0.0084 - acc: 0.9993 - val_loss: 1.5654 - val_acc: 0.8443 Epoch 00953: val_loss did not improve from 0.55729 Epoch 954/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.1291e-07 - acc: 1.000 - ETA: 5s - loss: 4.2206e-07 - acc: 1.000 - ETA: 5s - loss: 3.6546e-07 - acc: 1.000 - ETA: 5s - loss: 3.2658e-07 - acc: 1.000 - ETA: 5s - loss: 3.0887e-07 - acc: 1.000 - ETA: 5s - loss: 0.0322 - acc: 0.9980 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - 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ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0228 - acc: 0.997 - ETA: 5s - loss: 0.0399 - acc: 0.996 - ETA: 5s - loss: 0.0373 - acc: 0.996 - ETA: 4s - loss: 0.0351 - acc: 0.996 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - 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acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 6s 899us/step - loss: 0.0136 - acc: 0.9987 - val_loss: 1.5945 - val_acc: 0.8419 Epoch 00955: val_loss did not improve from 0.55729 Epoch 956/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3283e-07 - acc: 1.000 - ETA: 5s - loss: 1.3232e-07 - acc: 1.000 - ETA: 5s - loss: 1.2930e-07 - acc: 1.000 - ETA: 5s - loss: 0.0504 - acc: 0.9969 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0201 - acc: 0.998 - ETA: 5s - loss: 0.0187 - acc: 0.998 - ETA: 5s - loss: 0.0245 - 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acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 6s 898us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.6515 - val_acc: 0.8407 Epoch 00956: val_loss did not improve from 0.55729 Epoch 957/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 5s - loss: 1.3368e-07 - acc: 1.000 - ETA: 5s - loss: 1.5914e-07 - acc: 1.000 - ETA: 5s - loss: 1.4993e-07 - acc: 1.000 - ETA: 5s - loss: 1.5125e-07 - acc: 1.000 - ETA: 5s - loss: 2.1928e-07 - acc: 1.000 - ETA: 5s - loss: 2.0564e-07 - acc: 1.000 - ETA: 5s - loss: 1.9527e-07 - acc: 1.000 - ETA: 5s - loss: 2.0447e-07 - acc: 1.000 - ETA: 5s - loss: 1.9622e-07 - acc: 1.000 - ETA: 5s - loss: 1.9494e-07 - acc: 1.000 - ETA: 5s - loss: 2.4631e-07 - acc: 1.000 - ETA: 5s - loss: 2.3678e-07 - acc: 1.000 - ETA: 5s - loss: 2.2858e-07 - acc: 1.000 - ETA: 4s - loss: 2.2235e-07 - acc: 1.000 - ETA: 4s - loss: 2.1695e-07 - acc: 1.000 - ETA: 4s - loss: 2.1355e-07 - acc: 1.000 - ETA: 4s - loss: 2.0840e-07 - acc: 1.000 - ETA: 4s - loss: 2.0379e-07 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 822us/step - loss: 0.0093 - acc: 0.9994 - val_loss: 1.5573 - val_acc: 0.8443 Epoch 00957: val_loss did not improve from 0.55729 Epoch 958/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 777us/step - loss: 0.0115 - acc: 0.9993 - val_loss: 1.5689 - val_acc: 0.8539 Epoch 00958: val_loss did not improve from 0.55729 Epoch 959/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.0994e-07 - acc: 1.000 - ETA: 4s - loss: 0.1343 - acc: 0.9917 - ETA: 4s - loss: 0.0806 - acc: 0.995 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0449 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 772us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.6701 - val_acc: 0.8407 Epoch 00959: val_loss did not improve from 0.55729 Epoch 960/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0416e-05 - acc: 1.000 - ETA: 4s - loss: 1.0269e-05 - acc: 1.000 - ETA: 4s - loss: 7.4492e-06 - acc: 1.000 - ETA: 4s - loss: 5.8212e-06 - acc: 1.000 - ETA: 4s - loss: 4.7938e-06 - acc: 1.000 - ETA: 4s - loss: 4.0746e-06 - acc: 1.000 - ETA: 4s - loss: 3.6021e-06 - acc: 1.000 - ETA: 4s - loss: 3.1045e-06 - acc: 1.000 - ETA: 4s - loss: 1.3581e-05 - acc: 1.000 - ETA: 4s - loss: 1.2366e-05 - acc: 1.000 - ETA: 4s - loss: 1.1361e-05 - acc: 1.000 - ETA: 4s - loss: 1.0480e-05 - acc: 1.000 - ETA: 4s - loss: 9.6306e-06 - acc: 1.000 - ETA: 4s - loss: 8.9998e-06 - acc: 1.000 - ETA: 4s - loss: 8.4465e-06 - acc: 1.000 - ETA: 4s - loss: 8.0736e-06 - acc: 1.000 - ETA: 3s - loss: 7.6255e-06 - acc: 1.000 - ETA: 3s - loss: 7.1316e-06 - acc: 1.000 - ETA: 3s - loss: 6.7810e-06 - acc: 1.000 - ETA: 3s - loss: 6.4641e-06 - acc: 1.000 - ETA: 3s - loss: 6.1767e-06 - acc: 1.000 - ETA: 3s - loss: 5.9133e-06 - acc: 1.000 - ETA: 3s - loss: 5.6160e-06 - acc: 1.000 - ETA: 3s - loss: 5.4033e-06 - acc: 1.000 - ETA: 3s - loss: 5.2020e-06 - acc: 1.000 - ETA: 3s - loss: 8.9496e-06 - acc: 1.000 - ETA: 3s - loss: 8.6421e-06 - acc: 1.000 - ETA: 3s - loss: 8.3515e-06 - acc: 1.000 - ETA: 3s - loss: 8.0149e-06 - acc: 1.000 - ETA: 3s - loss: 7.7642e-06 - acc: 1.000 - ETA: 3s - loss: 7.5296e-06 - acc: 1.000 - ETA: 3s - loss: 7.3085e-06 - acc: 1.000 - ETA: 2s - loss: 7.1120e-06 - acc: 1.000 - ETA: 2s - loss: 6.9153e-06 - acc: 1.000 - ETA: 2s - loss: 6.7291e-06 - acc: 1.000 - ETA: 2s - loss: 6.5528e-06 - acc: 1.000 - ETA: 2s - loss: 6.4224e-06 - acc: 1.000 - ETA: 2s - loss: 6.2370e-06 - acc: 1.000 - ETA: 2s - loss: 6.0869e-06 - acc: 1.000 - ETA: 2s - loss: 5.9439e-06 - acc: 1.000 - ETA: 2s - loss: 0.0027 - acc: 0.9997 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - 5s 774us/step - loss: 0.0133 - acc: 0.9991 - val_loss: 1.5877 - val_acc: 0.8431 Epoch 00960: val_loss did not improve from 0.55729 Epoch 961/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3212e-07 - acc: 1.000 - ETA: 4s - loss: 3.5208e-05 - acc: 1.000 - ETA: 4s - loss: 2.5192e-05 - acc: 1.000 - ETA: 4s - loss: 0.0345 - acc: 0.9972 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 772us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.5254 - val_acc: 0.8467 Epoch 00961: val_loss did not improve from 0.55729 Epoch 962/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.2187e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0477 - acc: 0.994 - ETA: 4s - loss: 0.0390 - acc: 0.995 - ETA: 4s - loss: 0.0330 - acc: 0.996 - ETA: 4s - loss: 0.0286 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.996 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 772us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.4998 - val_acc: 0.8455 Epoch 00962: val_loss did not improve from 0.55729 Epoch 963/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 4.8386e-06 - acc: 1.000 - ETA: 5s - loss: 3.7478e-06 - acc: 1.000 - ETA: 5s - loss: 2.6469e-06 - acc: 1.000 - ETA: 4s - loss: 2.0525e-06 - acc: 1.000 - ETA: 4s - loss: 1.6860e-06 - acc: 1.000 - ETA: 4s - loss: 1.3927e-06 - acc: 1.000 - ETA: 4s - loss: 1.2286e-06 - acc: 1.000 - ETA: 4s - loss: 1.0996e-06 - acc: 1.000 - ETA: 4s - loss: 1.0119e-06 - acc: 1.000 - ETA: 4s - loss: 9.4666e-07 - acc: 1.000 - ETA: 4s - loss: 9.8026e-07 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.9990 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0209 - acc: 0.998 - ETA: 0s - loss: 0.0206 - acc: 0.998 - ETA: 0s - loss: 0.0203 - acc: 0.998 - ETA: 0s - loss: 0.0200 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - 5s 774us/step - loss: 0.0168 - acc: 0.9987 - val_loss: 1.5169 - val_acc: 0.8491 Epoch 00963: val_loss did not improve from 0.55729 Epoch 964/2000 6680/6680 [==============================] - ETA: 5s - loss: 7.5137e-06 - acc: 1.000 - ETA: 5s - loss: 1.7388e-06 - acc: 1.000 - ETA: 5s - loss: 1.0190e-06 - acc: 1.000 - ETA: 4s - loss: 0.0104 - acc: 0.9964 - ETA: 4s - loss: 0.0081 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.997 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 772us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.6115 - val_acc: 0.8479 Epoch 00964: val_loss did not improve from 0.55729 Epoch 965/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.7056e-07 - acc: 1.000 - ETA: 5s - loss: 2.0244e-06 - acc: 1.000 - ETA: 5s - loss: 0.0620 - acc: 0.9962 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 772us/step - loss: 0.0147 - acc: 0.9990 - val_loss: 1.4455 - val_acc: 0.8527 Epoch 00965: val_loss did not improve from 0.55729 Epoch 966/2000 6680/6680 [==============================] - ETA: 5s - loss: 8.1659e-07 - acc: 1.000 - ETA: 5s - loss: 0.1180 - acc: 0.9900 - ETA: 5s - loss: 0.0656 - acc: 0.994 - ETA: 5s - loss: 0.0454 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.996 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - 5s 772us/step - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5067 - val_acc: 0.8575 Epoch 00966: val_loss did not improve from 0.55729 Epoch 967/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.1266 - acc: 0.9917 - ETA: 4s - loss: 0.0760 - acc: 0.995 - ETA: 4s - loss: 0.0543 - acc: 0.996 - ETA: 4s - loss: 0.0422 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 772us/step - loss: 0.0145 - acc: 0.9987 - val_loss: 1.5452 - val_acc: 0.8515 Epoch 00967: val_loss did not improve from 0.55729 Epoch 968/2000 6680/6680 [==============================] - ETA: 5s - loss: 8.5533e-07 - acc: 1.000 - ETA: 5s - loss: 8.9169e-07 - acc: 1.000 - ETA: 5s - loss: 5.4837e-07 - acc: 1.000 - ETA: 5s - loss: 5.0632e-04 - acc: 1.000 - ETA: 4s - loss: 4.0118e-04 - acc: 1.000 - ETA: 4s - loss: 3.2846e-04 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9981 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 774us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.5982 - val_acc: 0.8455 Epoch 00968: val_loss did not improve from 0.55729 Epoch 969/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.5983e-07 - acc: 1.000 - ETA: 5s - loss: 1.3128e-05 - acc: 1.000 - ETA: 5s - loss: 9.1584e-06 - acc: 1.000 - ETA: 4s - loss: 7.0708e-06 - acc: 1.000 - ETA: 4s - loss: 5.7595e-06 - acc: 1.000 - ETA: 4s - loss: 4.9228e-06 - acc: 1.000 - ETA: 4s - loss: 4.3218e-06 - acc: 1.000 - ETA: 4s - loss: 3.8469e-06 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9987 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 795us/step - loss: 0.0108 - acc: 0.9985 - val_loss: 1.5810 - val_acc: 0.8491 Epoch 00969: val_loss did not improve from 0.55729 Epoch 970/2000 6680/6680 [==============================] - ETA: 5s - loss: 2.6018e-06 - acc: 1.000 - ETA: 5s - loss: 6.2646e-07 - acc: 1.000 - ETA: 5s - loss: 4.1293e-07 - acc: 1.000 - ETA: 5s - loss: 3.8281e-06 - acc: 1.000 - ETA: 4s - loss: 2.9856e-06 - acc: 1.000 - ETA: 4s - loss: 2.4532e-06 - acc: 1.000 - ETA: 4s - loss: 2.9920e-06 - acc: 1.000 - ETA: 4s - loss: 2.6002e-06 - acc: 1.000 - ETA: 4s - loss: 2.3060e-06 - acc: 1.000 - ETA: 4s - loss: 2.1504e-06 - acc: 1.000 - ETA: 4s - loss: 4.4437e-06 - acc: 1.000 - ETA: 4s - loss: 4.0594e-06 - acc: 1.000 - ETA: 4s - loss: 3.7383e-06 - acc: 1.000 - ETA: 4s - loss: 0.0131 - acc: 0.9991 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 5s 814us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.4630 - val_acc: 0.8479 Epoch 00970: val_loss did not improve from 0.55729 Epoch 971/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.2318e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2236e-07 - acc: 1.000 - ETA: 4s - loss: 2.9788e-07 - acc: 1.000 - ETA: 4s - loss: 2.7085e-07 - acc: 1.000 - ETA: 4s - loss: 2.5548e-07 - acc: 1.000 - ETA: 4s - loss: 2.6651e-07 - acc: 1.000 - ETA: 4s - loss: 5.2972e-05 - acc: 1.000 - ETA: 4s - loss: 4.8471e-04 - acc: 1.000 - ETA: 4s - loss: 4.4165e-04 - acc: 1.000 - ETA: 4s - loss: 4.0565e-04 - acc: 1.000 - ETA: 4s - loss: 3.7504e-04 - acc: 1.000 - ETA: 4s - loss: 3.4940e-04 - acc: 1.000 - ETA: 4s - loss: 3.2715e-04 - acc: 1.000 - ETA: 4s - loss: 3.1183e-04 - acc: 1.000 - ETA: 4s - loss: 2.9400e-04 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9993 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 814us/step - loss: 0.0112 - acc: 0.9987 - val_loss: 1.5771 - val_acc: 0.8419 Epoch 00971: val_loss did not improve from 0.55729 Epoch 972/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.4020e-04 - acc: 1.000 - ETA: 5s - loss: 7.0058e-05 - acc: 1.000 - ETA: 5s - loss: 4.2136e-05 - acc: 1.000 - ETA: 4s - loss: 2.7143e-05 - acc: 1.000 - ETA: 4s - loss: 2.4646e-05 - acc: 1.000 - ETA: 4s - loss: 0.0148 - acc: 0.9977 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0260 - acc: 0.996 - ETA: 4s - loss: 0.0247 - acc: 0.995 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0179 - acc: 0.996 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 798us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.5235 - val_acc: 0.8515 Epoch 00972: val_loss did not improve from 0.55729 Epoch 973/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 8.8419e-06 - acc: 1.000 - ETA: 5s - loss: 4.9837e-06 - acc: 1.000 - ETA: 5s - loss: 6.8069e-04 - acc: 1.000 - ETA: 4s - loss: 5.2069e-04 - acc: 1.000 - ETA: 4s - loss: 4.2153e-04 - acc: 1.000 - ETA: 5s - loss: 3.6886e-04 - acc: 1.000 - ETA: 4s - loss: 3.2553e-04 - acc: 1.000 - ETA: 4s - loss: 2.8487e-04 - acc: 1.000 - ETA: 4s - loss: 2.7594e-04 - acc: 1.000 - ETA: 4s - loss: 2.5480e-04 - acc: 1.000 - ETA: 4s - loss: 2.3323e-04 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9989 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 784us/step - loss: 0.0122 - acc: 0.9988 - val_loss: 1.6144 - val_acc: 0.8491 Epoch 00973: val_loss did not improve from 0.55729 Epoch 974/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6858e-05 - acc: 1.000 - ETA: 5s - loss: 1.5684e-04 - acc: 1.000 - ETA: 4s - loss: 1.0087e-04 - acc: 1.000 - ETA: 4s - loss: 7.8479e-05 - acc: 1.000 - ETA: 4s - loss: 6.4269e-05 - acc: 1.000 - ETA: 4s - loss: 5.4400e-05 - acc: 1.000 - ETA: 4s - loss: 4.5645e-05 - acc: 1.000 - ETA: 4s - loss: 4.0827e-05 - acc: 1.000 - ETA: 4s - loss: 3.8029e-05 - acc: 1.000 - ETA: 4s - loss: 3.4505e-05 - acc: 1.000 - ETA: 4s - loss: 3.1579e-05 - acc: 1.000 - ETA: 4s - loss: 2.8555e-05 - acc: 1.000 - ETA: 4s - loss: 2.6525e-05 - acc: 1.000 - ETA: 4s - loss: 2.4772e-05 - acc: 1.000 - ETA: 4s - loss: 2.7212e-05 - acc: 1.000 - ETA: 3s - loss: 2.5623e-05 - acc: 1.000 - ETA: 3s - loss: 2.3888e-05 - acc: 1.000 - ETA: 3s - loss: 2.2748e-05 - acc: 1.000 - ETA: 3s - loss: 2.1636e-05 - acc: 1.000 - ETA: 3s - loss: 2.0624e-05 - acc: 1.000 - ETA: 3s - loss: 1.9485e-05 - acc: 1.000 - ETA: 3s - loss: 1.8863e-05 - acc: 1.000 - ETA: 3s - loss: 0.0083 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 800us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.6225 - val_acc: 0.8383 Epoch 00974: val_loss did not improve from 0.55729 Epoch 975/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1279e-07 - acc: 1.000 - ETA: 4s - loss: 2.0762e-07 - acc: 1.000 - ETA: 4s - loss: 3.8629e-07 - acc: 1.000 - ETA: 4s - loss: 3.2467e-07 - acc: 1.000 - ETA: 4s - loss: 2.8639e-07 - acc: 1.000 - ETA: 4s - loss: 2.6059e-07 - acc: 1.000 - ETA: 4s - loss: 6.4213e-07 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0171 - acc: 0.997 - ETA: 2s - loss: 0.0166 - acc: 0.997 - ETA: 2s - loss: 0.0163 - acc: 0.997 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0226 - acc: 0.997 - ETA: 1s - loss: 0.0222 - acc: 0.997 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 1s - loss: 0.0215 - acc: 0.997 - ETA: 1s - loss: 0.0213 - acc: 0.997 - ETA: 1s - loss: 0.0209 - acc: 0.997 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - 5s 793us/step - loss: 0.0151 - acc: 0.9985 - val_loss: 1.5787 - val_acc: 0.8527 Epoch 00975: val_loss did not improve from 0.55729 Epoch 976/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0266e-07 - acc: 1.000 - ETA: 5s - loss: 1.3888e-07 - acc: 1.000 - ETA: 5s - loss: 1.3146e-07 - acc: 1.000 - ETA: 4s - loss: 1.8183e-05 - acc: 1.000 - ETA: 4s - loss: 1.3935e-05 - acc: 1.000 - ETA: 4s - loss: 1.6184e-05 - acc: 1.000 - ETA: 4s - loss: 1.3518e-05 - acc: 1.000 - ETA: 4s - loss: 1.2747e-05 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9984 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0382 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 3s - loss: 0.0341 - acc: 0.997 - ETA: 3s - loss: 0.0328 - acc: 0.997 - ETA: 3s - loss: 0.0313 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0316 - acc: 0.997 - ETA: 3s - loss: 0.0303 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0272 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0334 - acc: 0.997 - ETA: 3s - loss: 0.0324 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.997 - ETA: 3s - loss: 0.0305 - acc: 0.997 - ETA: 2s - loss: 0.0296 - acc: 0.997 - ETA: 2s - loss: 0.0288 - acc: 0.997 - ETA: 2s - loss: 0.0280 - acc: 0.997 - ETA: 2s - loss: 0.0273 - acc: 0.997 - ETA: 2s - loss: 0.0268 - acc: 0.997 - ETA: 2s - loss: 0.0261 - acc: 0.997 - ETA: 2s - loss: 0.0254 - acc: 0.997 - ETA: 2s - loss: 0.0248 - acc: 0.997 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - 5s 795us/step - loss: 0.0173 - acc: 0.9985 - val_loss: 1.6013 - val_acc: 0.8491 Epoch 00976: val_loss did not improve from 0.55729 Epoch 977/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.2591e-07 - acc: 1.000 - ETA: 4s - loss: 2.4264e-07 - acc: 1.000 - ETA: 4s - loss: 7.6216e-07 - acc: 1.000 - ETA: 4s - loss: 6.6524e-07 - acc: 1.000 - ETA: 4s - loss: 3.8991e-06 - acc: 1.000 - ETA: 4s - loss: 3.5432e-06 - acc: 1.000 - ETA: 4s - loss: 3.0893e-06 - acc: 1.000 - ETA: 4s - loss: 2.8194e-06 - acc: 1.000 - ETA: 4s - loss: 2.6102e-06 - acc: 1.000 - ETA: 4s - loss: 2.3681e-06 - acc: 1.000 - ETA: 4s - loss: 2.2149e-06 - acc: 1.000 - ETA: 4s - loss: 2.0630e-06 - acc: 1.000 - ETA: 4s - loss: 1.9755e-06 - acc: 1.000 - ETA: 4s - loss: 1.8743e-06 - acc: 1.000 - ETA: 4s - loss: 1.7835e-06 - acc: 1.000 - ETA: 4s - loss: 1.6837e-06 - acc: 1.000 - ETA: 4s - loss: 1.5890e-06 - acc: 1.000 - ETA: 4s - loss: 1.5253e-06 - acc: 1.000 - ETA: 4s - loss: 1.4487e-06 - acc: 1.000 - ETA: 3s - loss: 1.3817e-06 - acc: 1.000 - ETA: 3s - loss: 1.3536e-06 - acc: 1.000 - ETA: 3s - loss: 1.3152e-06 - acc: 1.000 - ETA: 3s - loss: 1.3255e-06 - acc: 1.000 - ETA: 3s - loss: 1.2859e-06 - acc: 1.000 - ETA: 3s - loss: 1.2382e-06 - acc: 1.000 - ETA: 3s - loss: 1.1945e-06 - acc: 1.000 - ETA: 3s - loss: 1.1792e-06 - acc: 1.000 - ETA: 3s - loss: 1.5005e-06 - acc: 1.000 - ETA: 3s - loss: 1.4511e-06 - acc: 1.000 - ETA: 3s - loss: 1.4052e-06 - acc: 1.000 - ETA: 3s - loss: 1.3616e-06 - acc: 1.000 - ETA: 3s - loss: 1.3210e-06 - acc: 1.000 - ETA: 3s - loss: 1.2911e-06 - acc: 1.000 - ETA: 3s - loss: 1.2735e-06 - acc: 1.000 - ETA: 3s - loss: 1.2475e-06 - acc: 1.000 - ETA: 3s - loss: 1.2149e-06 - acc: 1.000 - ETA: 2s - loss: 1.1892e-06 - acc: 1.000 - ETA: 2s - loss: 1.1669e-06 - acc: 1.000 - ETA: 2s - loss: 1.1386e-06 - acc: 1.000 - ETA: 2s - loss: 1.1118e-06 - acc: 1.000 - ETA: 2s - loss: 1.2867e-06 - acc: 1.000 - ETA: 2s - loss: 1.2574e-06 - acc: 1.000 - ETA: 2s - loss: 1.2302e-06 - acc: 1.000 - ETA: 2s - loss: 2.9710e-05 - acc: 1.000 - ETA: 2s - loss: 1.6374e-04 - acc: 1.000 - ETA: 2s - loss: 1.5997e-04 - acc: 1.000 - ETA: 2s - loss: 1.5739e-04 - acc: 1.000 - ETA: 2s - loss: 1.5393e-04 - acc: 1.000 - ETA: 2s - loss: 1.5061e-04 - acc: 1.000 - ETA: 2s - loss: 1.4821e-04 - acc: 1.000 - ETA: 2s - loss: 0.0013 - acc: 0.9997 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 798us/step - loss: 0.0104 - acc: 0.9988 - val_loss: 1.5804 - val_acc: 0.8407 Epoch 00977: val_loss did not improve from 0.55729 Epoch 978/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.9904e-06 - acc: 1.000 - ETA: 4s - loss: 1.5475e-06 - acc: 1.000 - ETA: 4s - loss: 1.4111e-06 - acc: 1.000 - ETA: 4s - loss: 1.1529e-06 - acc: 1.000 - ETA: 4s - loss: 1.0181e-06 - acc: 1.000 - ETA: 4s - loss: 9.8050e-07 - acc: 1.000 - ETA: 4s - loss: 1.5661e-06 - acc: 1.000 - ETA: 4s - loss: 1.4384e-06 - acc: 1.000 - ETA: 4s - loss: 1.3012e-06 - acc: 1.000 - ETA: 4s - loss: 1.1894e-06 - acc: 1.000 - ETA: 4s - loss: 1.0963e-06 - acc: 1.000 - ETA: 4s - loss: 2.8072e-06 - acc: 1.000 - ETA: 4s - loss: 2.7610e-06 - acc: 1.000 - ETA: 4s - loss: 5.6828e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 794us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.4902 - val_acc: 0.8479 Epoch 00978: val_loss did not improve from 0.55729 Epoch 979/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 4.2201e-07 - acc: 1.000 - ETA: 4s - loss: 1.1922e-05 - acc: 1.000 - ETA: 4s - loss: 1.8436e-05 - acc: 1.000 - ETA: 4s - loss: 1.5617e-05 - acc: 1.000 - ETA: 4s - loss: 1.2835e-05 - acc: 1.000 - ETA: 4s - loss: 1.0716e-05 - acc: 1.000 - ETA: 4s - loss: 9.2177e-06 - acc: 1.000 - ETA: 4s - loss: 8.3532e-06 - acc: 1.000 - ETA: 4s - loss: 8.3822e-06 - acc: 1.000 - ETA: 4s - loss: 9.3100e-06 - acc: 1.000 - ETA: 4s - loss: 8.4393e-06 - acc: 1.000 - ETA: 4s - loss: 1.0083e-05 - acc: 1.000 - ETA: 4s - loss: 1.2454e-05 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 784us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5053 - val_acc: 0.8611 Epoch 00979: val_loss did not improve from 0.55729 Epoch 980/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2967e-04 - acc: 1.000 - ETA: 5s - loss: 4.6785e-05 - acc: 1.000 - ETA: 4s - loss: 2.6494e-05 - acc: 1.000 - ETA: 4s - loss: 1.8526e-05 - acc: 1.000 - ETA: 4s - loss: 1.4199e-05 - acc: 1.000 - ETA: 4s - loss: 1.1551e-05 - acc: 1.000 - ETA: 4s - loss: 9.7358e-06 - acc: 1.000 - ETA: 4s - loss: 8.4579e-06 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9985 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 774us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.4476 - val_acc: 0.8515 Epoch 00980: val_loss did not improve from 0.55729 Epoch 981/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3081e-07 - acc: 1.000 - ETA: 4s - loss: 3.4749e-06 - acc: 1.000 - ETA: 4s - loss: 2.0043e-06 - acc: 1.000 - ETA: 4s - loss: 1.4961e-06 - acc: 1.000 - ETA: 4s - loss: 1.1823e-06 - acc: 1.000 - ETA: 4s - loss: 2.5002e-06 - acc: 1.000 - ETA: 4s - loss: 2.1231e-06 - acc: 1.000 - ETA: 4s - loss: 1.8906e-06 - acc: 1.000 - ETA: 4s - loss: 1.6794e-06 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9986 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 778us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.4625 - val_acc: 0.8539 Epoch 00981: val_loss did not improve from 0.55729 Epoch 982/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.0335e-04 - acc: 1.000 - ETA: 4s - loss: 5.7535e-05 - acc: 1.000 - ETA: 4s - loss: 3.9881e-05 - acc: 1.000 - ETA: 4s - loss: 3.0526e-05 - acc: 1.000 - ETA: 4s - loss: 2.5974e-05 - acc: 1.000 - ETA: 4s - loss: 2.2140e-05 - acc: 1.000 - ETA: 4s - loss: 1.8995e-05 - acc: 1.000 - ETA: 4s - loss: 1.6662e-05 - acc: 1.000 - ETA: 4s - loss: 1.4825e-05 - acc: 1.000 - ETA: 4s - loss: 1.3354e-05 - acc: 1.000 - ETA: 4s - loss: 1.2156e-05 - acc: 1.000 - ETA: 4s - loss: 1.1160e-05 - acc: 1.000 - ETA: 4s - loss: 8.5946e-05 - acc: 1.000 - ETA: 4s - loss: 7.9869e-05 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.9992 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 779us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5561 - val_acc: 0.8431 Epoch 00982: val_loss did not improve from 0.55729 Epoch 983/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2907e-04 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0896 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0948 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0709 - acc: 0.994 - ETA: 4s - loss: 0.0623 - acc: 0.995 - ETA: 4s - loss: 0.0556 - acc: 0.995 - ETA: 4s - loss: 0.0502 - acc: 0.996 - ETA: 4s - loss: 0.0457 - acc: 0.996 - ETA: 4s - loss: 0.0420 - acc: 0.996 - ETA: 4s - loss: 0.0388 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 776us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.5172 - val_acc: 0.8515 Epoch 00983: val_loss did not improve from 0.55729 Epoch 984/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.5640e-07 - acc: 1.000 - ETA: 4s - loss: 4.9506e-07 - acc: 1.000 - ETA: 4s - loss: 1.7541e-06 - acc: 1.000 - ETA: 4s - loss: 1.3454e-06 - acc: 1.000 - ETA: 4s - loss: 1.1587e-06 - acc: 1.000 - ETA: 4s - loss: 3.6168e-06 - acc: 1.000 - ETA: 4s - loss: 9.1357e-05 - acc: 1.000 - ETA: 4s - loss: 8.2528e-05 - acc: 1.000 - ETA: 4s - loss: 7.3177e-05 - acc: 1.000 - ETA: 4s - loss: 6.7440e-05 - acc: 1.000 - ETA: 4s - loss: 6.1029e-05 - acc: 1.000 - ETA: 4s - loss: 5.5767e-05 - acc: 1.000 - ETA: 4s - loss: 5.1355e-05 - acc: 1.000 - ETA: 4s - loss: 4.7589e-05 - acc: 1.000 - ETA: 4s - loss: 4.4315e-05 - acc: 1.000 - ETA: 4s - loss: 4.8740e-05 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.9992 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 775us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.4504 - val_acc: 0.8563 Epoch 00984: val_loss did not improve from 0.55729 Epoch 985/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.3775e-07 - acc: 1.000 - ETA: 4s - loss: 2.4667e-07 - acc: 1.000 - ETA: 4s - loss: 2.2334e-07 - acc: 1.000 - ETA: 4s - loss: 2.3232e-07 - acc: 1.000 - ETA: 4s - loss: 1.0423e-06 - acc: 1.000 - ETA: 4s - loss: 1.0007e-06 - acc: 1.000 - ETA: 4s - loss: 8.9113e-07 - acc: 1.000 - ETA: 4s - loss: 8.2829e-07 - acc: 1.000 - ETA: 4s - loss: 7.5556e-07 - acc: 1.000 - ETA: 4s - loss: 7.0184e-07 - acc: 1.000 - ETA: 4s - loss: 6.5264e-07 - acc: 1.000 - ETA: 4s - loss: 6.1711e-07 - acc: 1.000 - ETA: 4s - loss: 5.8090e-07 - acc: 1.000 - ETA: 4s - loss: 5.5030e-07 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9992 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 773us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.4879 - val_acc: 0.8503 Epoch 00985: val_loss did not improve from 0.55729 Epoch 986/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 4s - loss: 1.5398e-07 - acc: 1.000 - ETA: 4s - loss: 1.4328e-07 - acc: 1.000 - ETA: 4s - loss: 1.3955e-07 - acc: 1.000 - ETA: 4s - loss: 2.4452e-07 - acc: 1.000 - ETA: 4s - loss: 2.2602e-07 - acc: 1.000 - ETA: 4s - loss: 2.2989e-07 - acc: 1.000 - ETA: 4s - loss: 2.5215e-07 - acc: 1.000 - ETA: 4s - loss: 2.4341e-07 - acc: 1.000 - ETA: 4s - loss: 2.4096e-07 - acc: 1.000 - ETA: 4s - loss: 2.3200e-07 - acc: 1.000 - ETA: 4s - loss: 2.2279e-07 - acc: 1.000 - ETA: 4s - loss: 2.3999e-07 - acc: 1.000 - ETA: 4s - loss: 2.3345e-07 - acc: 1.000 - ETA: 4s - loss: 9.0256e-05 - acc: 1.000 - ETA: 4s - loss: 8.4709e-05 - acc: 1.000 - ETA: 3s - loss: 7.9805e-05 - acc: 1.000 - ETA: 3s - loss: 7.5444e-05 - acc: 1.000 - ETA: 3s - loss: 7.1531e-05 - acc: 1.000 - ETA: 3s - loss: 6.8005e-05 - acc: 1.000 - ETA: 3s - loss: 6.4811e-05 - acc: 1.000 - ETA: 3s - loss: 6.1903e-05 - acc: 1.000 - ETA: 3s - loss: 5.9250e-05 - acc: 1.000 - ETA: 3s - loss: 5.6828e-05 - acc: 1.000 - ETA: 3s - loss: 5.4582e-05 - acc: 1.000 - ETA: 3s - loss: 5.2508e-05 - acc: 1.000 - ETA: 3s - loss: 5.0585e-05 - acc: 1.000 - ETA: 3s - loss: 1.9903e-04 - acc: 1.000 - ETA: 3s - loss: 1.9253e-04 - acc: 1.000 - ETA: 3s - loss: 1.8617e-04 - acc: 1.000 - ETA: 3s - loss: 1.8022e-04 - acc: 1.000 - ETA: 3s - loss: 1.7463e-04 - acc: 1.000 - ETA: 3s - loss: 1.6939e-04 - acc: 1.000 - ETA: 2s - loss: 1.6444e-04 - acc: 1.000 - ETA: 2s - loss: 1.5980e-04 - acc: 1.000 - ETA: 2s - loss: 1.8836e-04 - acc: 1.000 - ETA: 2s - loss: 1.8331e-04 - acc: 1.000 - ETA: 2s - loss: 1.8190e-04 - acc: 1.000 - ETA: 2s - loss: 0.0025 - acc: 0.9997 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 774us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.4968 - val_acc: 0.8539 Epoch 00986: val_loss did not improve from 0.55729 Epoch 987/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4693e-06 - acc: 1.000 - ETA: 4s - loss: 0.0073 - acc: 1.0000 - ETA: 4s - loss: 0.0040 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.3638e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 9.2557e-04 - acc: 1.000 - ETA: 4s - loss: 8.5299e-04 - acc: 1.000 - ETA: 4s - loss: 7.9101e-04 - acc: 1.000 - ETA: 4s - loss: 7.3742e-04 - acc: 1.000 - ETA: 4s - loss: 6.9078e-04 - acc: 1.000 - ETA: 3s - loss: 6.4955e-04 - acc: 1.000 - ETA: 3s - loss: 6.1305e-04 - acc: 1.000 - ETA: 3s - loss: 5.8040e-04 - acc: 1.000 - ETA: 3s - loss: 5.5102e-04 - acc: 1.000 - ETA: 3s - loss: 5.2454e-04 - acc: 1.000 - ETA: 3s - loss: 6.4698e-04 - acc: 1.000 - ETA: 3s - loss: 6.2133e-04 - acc: 1.000 - ETA: 3s - loss: 5.9529e-04 - acc: 1.000 - ETA: 3s - loss: 5.7124e-04 - acc: 1.000 - ETA: 3s - loss: 5.4906e-04 - acc: 1.000 - ETA: 3s - loss: 5.3353e-04 - acc: 1.000 - ETA: 3s - loss: 5.1413e-04 - acc: 1.000 - ETA: 3s - loss: 4.9840e-04 - acc: 1.000 - ETA: 3s - loss: 4.8562e-04 - acc: 1.000 - ETA: 3s - loss: 4.7050e-04 - acc: 1.000 - ETA: 3s - loss: 4.5715e-04 - acc: 1.000 - ETA: 3s - loss: 4.4298e-04 - acc: 1.000 - ETA: 3s - loss: 4.2970e-04 - acc: 1.000 - ETA: 2s - loss: 4.1716e-04 - acc: 1.000 - ETA: 2s - loss: 4.0581e-04 - acc: 1.000 - ETA: 2s - loss: 3.9465e-04 - acc: 1.000 - ETA: 2s - loss: 3.8413e-04 - acc: 1.000 - ETA: 2s - loss: 3.7409e-04 - acc: 1.000 - ETA: 2s - loss: 3.6456e-04 - acc: 1.000 - ETA: 2s - loss: 0.0057 - acc: 0.9994 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 771us/step - loss: 0.0090 - acc: 0.9991 - val_loss: 1.5525 - val_acc: 0.8491 Epoch 00987: val_loss did not improve from 0.55729 Epoch 988/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 2.5690e-07 - acc: 1.000 - ETA: 4s - loss: 1.9636e-07 - acc: 1.000 - ETA: 4s - loss: 5.2554e-05 - acc: 1.000 - ETA: 4s - loss: 4.0345e-05 - acc: 1.000 - ETA: 4s - loss: 3.2685e-05 - acc: 1.000 - ETA: 4s - loss: 2.7946e-05 - acc: 1.000 - ETA: 4s - loss: 2.4108e-05 - acc: 1.000 - ETA: 4s - loss: 2.1861e-05 - acc: 1.000 - ETA: 4s - loss: 1.2181e-04 - acc: 1.000 - ETA: 4s - loss: 1.1245e-04 - acc: 1.000 - ETA: 4s - loss: 1.0212e-04 - acc: 1.000 - ETA: 4s - loss: 9.3447e-05 - acc: 1.000 - ETA: 4s - loss: 8.6148e-05 - acc: 1.000 - ETA: 4s - loss: 8.1390e-05 - acc: 1.000 - ETA: 4s - loss: 7.5785e-05 - acc: 1.000 - ETA: 4s - loss: 7.0909e-05 - acc: 1.000 - ETA: 4s - loss: 6.6672e-05 - acc: 1.000 - ETA: 3s - loss: 6.2871e-05 - acc: 1.000 - ETA: 3s - loss: 5.9479e-05 - acc: 1.000 - ETA: 3s - loss: 5.7179e-05 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9994 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 773us/step - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5827 - val_acc: 0.8467 Epoch 00988: val_loss did not improve from 0.55729 Epoch 989/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.8083e-07 - acc: 1.000 - ETA: 4s - loss: 2.3901e-06 - acc: 1.000 - ETA: 4s - loss: 1.8154e-06 - acc: 1.000 - ETA: 4s - loss: 1.4167e-06 - acc: 1.000 - ETA: 4s - loss: 1.4286e-05 - acc: 1.000 - ETA: 4s - loss: 1.2515e-05 - acc: 1.000 - ETA: 4s - loss: 1.0744e-05 - acc: 1.000 - ETA: 4s - loss: 9.7475e-06 - acc: 1.000 - ETA: 4s - loss: 8.6477e-06 - acc: 1.000 - ETA: 4s - loss: 7.7796e-06 - acc: 1.000 - ETA: 4s - loss: 7.0700e-06 - acc: 1.000 - ETA: 4s - loss: 6.5107e-06 - acc: 1.000 - ETA: 4s - loss: 6.0115e-06 - acc: 1.000 - ETA: 4s - loss: 5.6331e-06 - acc: 1.000 - ETA: 4s - loss: 5.3245e-06 - acc: 1.000 - ETA: 4s - loss: 4.9943e-06 - acc: 1.000 - ETA: 3s - loss: 4.7044e-06 - acc: 1.000 - ETA: 3s - loss: 4.5612e-06 - acc: 1.000 - ETA: 3s - loss: 4.3932e-06 - acc: 1.000 - ETA: 3s - loss: 4.2289e-06 - acc: 1.000 - ETA: 3s - loss: 4.0284e-06 - acc: 1.000 - ETA: 3s - loss: 3.9496e-06 - acc: 1.000 - ETA: 3s - loss: 3.8333e-06 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9995 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 779us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5753 - val_acc: 0.8455 Epoch 00989: val_loss did not improve from 0.55729 Epoch 990/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0421 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 820us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5817 - val_acc: 0.8431 Epoch 00990: val_loss did not improve from 0.55729 Epoch 991/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.2783e-07 - acc: 1.000 - ETA: 5s - loss: 0.1517 - acc: 0.9900 - ETA: 5s - loss: 0.0948 - acc: 0.993 - ETA: 5s - loss: 0.0690 - acc: 0.995 - ETA: 5s - loss: 0.0710 - acc: 0.992 - ETA: 5s - loss: 0.0585 - acc: 0.994 - ETA: 5s - loss: 0.0519 - acc: 0.992 - ETA: 5s - loss: 0.0451 - acc: 0.993 - ETA: 5s - loss: 0.0399 - acc: 0.994 - ETA: 5s - loss: 0.0358 - acc: 0.994 - ETA: 5s - loss: 0.0403 - acc: 0.993 - ETA: 5s - loss: 0.0369 - acc: 0.994 - ETA: 5s - loss: 0.0340 - acc: 0.994 - ETA: 4s - loss: 0.0315 - acc: 0.995 - ETA: 4s - loss: 0.0294 - acc: 0.995 - ETA: 4s - loss: 0.0275 - acc: 0.995 - ETA: 4s - loss: 0.0258 - acc: 0.996 - ETA: 4s - loss: 0.0244 - acc: 0.996 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0219 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.996 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0175 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 878us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.5846 - val_acc: 0.8491 Epoch 00991: val_loss did not improve from 0.55729 Epoch 992/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9339e-07 - acc: 1.000 - ETA: 5s - loss: 2.3767e-07 - acc: 1.000 - ETA: 5s - loss: 2.9802e-07 - acc: 1.000 - ETA: 5s - loss: 2.6912e-07 - acc: 1.000 - ETA: 5s - loss: 9.7455e-05 - acc: 1.000 - ETA: 5s - loss: 7.9244e-05 - acc: 1.000 - ETA: 5s - loss: 6.6753e-05 - acc: 1.000 - ETA: 5s - loss: 5.7707e-05 - acc: 1.000 - ETA: 5s - loss: 5.0806e-05 - acc: 1.000 - ETA: 5s - loss: 4.5381e-05 - acc: 1.000 - ETA: 5s - loss: 4.1003e-05 - acc: 1.000 - ETA: 5s - loss: 3.7399e-05 - acc: 1.000 - ETA: 5s - loss: 3.4662e-05 - acc: 1.000 - ETA: 4s - loss: 3.2071e-05 - acc: 1.000 - ETA: 4s - loss: 2.9842e-05 - acc: 1.000 - ETA: 4s - loss: 2.7924e-05 - acc: 1.000 - ETA: 4s - loss: 2.6222e-05 - acc: 1.000 - ETA: 4s - loss: 2.4717e-05 - acc: 1.000 - ETA: 4s - loss: 2.3376e-05 - acc: 1.000 - ETA: 4s - loss: 2.2191e-05 - acc: 1.000 - ETA: 4s - loss: 2.1163e-05 - acc: 1.000 - ETA: 4s - loss: 2.0178e-05 - acc: 1.000 - ETA: 4s - loss: 1.9302e-05 - acc: 1.000 - ETA: 4s - loss: 1.8997e-05 - acc: 1.000 - ETA: 4s - loss: 1.8222e-05 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9993 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 6s 878us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.5191 - val_acc: 0.8527 Epoch 00992: val_loss did not improve from 0.55729 Epoch 993/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.2730e-07 - acc: 1.000 - ETA: 5s - loss: 1.2487e-07 - acc: 1.000 - ETA: 5s - loss: 5.6351e-07 - acc: 1.000 - ETA: 5s - loss: 5.2901e-07 - acc: 1.000 - ETA: 5s - loss: 4.7544e-07 - acc: 1.000 - ETA: 5s - loss: 4.2944e-07 - acc: 1.000 - ETA: 5s - loss: 3.9257e-07 - acc: 1.000 - ETA: 5s - loss: 3.6328e-07 - acc: 1.000 - ETA: 5s - loss: 5.2214e-07 - acc: 1.000 - ETA: 5s - loss: 4.9342e-07 - acc: 1.000 - ETA: 5s - loss: 4.6558e-07 - acc: 1.000 - ETA: 5s - loss: 4.4064e-07 - acc: 1.000 - ETA: 4s - loss: 4.2078e-07 - acc: 1.000 - ETA: 4s - loss: 4.0111e-07 - acc: 1.000 - ETA: 4s - loss: 3.8501e-07 - acc: 1.000 - ETA: 4s - loss: 3.9604e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9991 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9952e-04 - acc: 0.999 - ETA: 3s - loss: 9.7646e-04 - acc: 0.999 - ETA: 3s - loss: 9.5443e-04 - acc: 0.999 - ETA: 3s - loss: 9.3338e-04 - acc: 0.999 - ETA: 3s - loss: 9.1324e-04 - acc: 0.999 - ETA: 3s - loss: 8.9395e-04 - acc: 0.999 - ETA: 3s - loss: 8.7549e-04 - acc: 0.999 - ETA: 3s - loss: 8.5775e-04 - acc: 0.999 - ETA: 3s - loss: 8.4071e-04 - acc: 0.999 - ETA: 3s - loss: 8.3231e-04 - acc: 0.999 - ETA: 3s - loss: 8.1641e-04 - acc: 0.999 - ETA: 2s - loss: 8.0111e-04 - acc: 0.999 - ETA: 2s - loss: 7.8637e-04 - acc: 0.999 - ETA: 2s - loss: 7.7216e-04 - acc: 0.999 - ETA: 2s - loss: 7.5845e-04 - acc: 0.999 - ETA: 2s - loss: 7.4523e-04 - acc: 0.999 - ETA: 2s - loss: 7.3246e-04 - acc: 0.999 - ETA: 2s - loss: 7.2331e-04 - acc: 0.999 - ETA: 2s - loss: 7.1132e-04 - acc: 0.999 - ETA: 2s - loss: 6.9972e-04 - acc: 0.999 - ETA: 2s - loss: 6.8850e-04 - acc: 0.999 - ETA: 2s - loss: 6.7764e-04 - acc: 0.999 - ETA: 2s - loss: 6.6749e-04 - acc: 0.999 - ETA: 2s - loss: 6.5728e-04 - acc: 0.999 - ETA: 2s - loss: 6.4737e-04 - acc: 0.999 - ETA: 2s - loss: 6.3801e-04 - acc: 0.999 - ETA: 2s - loss: 6.2868e-04 - acc: 0.999 - ETA: 2s - loss: 6.1961e-04 - acc: 0.999 - ETA: 2s - loss: 6.1084e-04 - acc: 0.999 - ETA: 2s - loss: 6.0228e-04 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.9995 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - 6s 873us/step - loss: 0.0081 - acc: 0.9990 - val_loss: 1.5569 - val_acc: 0.8503 Epoch 00993: val_loss did not improve from 0.55729 Epoch 994/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.2231e-05 - acc: 1.000 - ETA: 5s - loss: 2.4191e-05 - acc: 1.000 - ETA: 5s - loss: 1.7309e-05 - acc: 1.000 - ETA: 5s - loss: 1.3345e-05 - acc: 1.000 - ETA: 5s - loss: 1.0648e-05 - acc: 1.000 - ETA: 4s - loss: 0.0338 - acc: 0.9976 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0123 - acc: 0.997 - ETA: 3s - loss: 0.0116 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0135 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 767us/step - loss: 0.0126 - acc: 0.9984 - val_loss: 1.4549 - val_acc: 0.8515 Epoch 00994: val_loss did not improve from 0.55729 Epoch 995/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 1.8835e-07 - acc: 1.000 - ETA: 4s - loss: 2.5521e-05 - acc: 1.000 - ETA: 4s - loss: 1.7809e-05 - acc: 1.000 - ETA: 4s - loss: 1.3904e-05 - acc: 1.000 - ETA: 4s - loss: 1.2624e-05 - acc: 1.000 - ETA: 4s - loss: 1.0625e-05 - acc: 1.000 - ETA: 4s - loss: 9.6733e-06 - acc: 1.000 - ETA: 4s - loss: 9.3960e-06 - acc: 1.000 - ETA: 4s - loss: 1.0226e-05 - acc: 1.000 - ETA: 4s - loss: 9.2215e-06 - acc: 1.000 - ETA: 4s - loss: 8.7808e-06 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9990 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0322 - acc: 0.998 - ETA: 3s - loss: 0.0309 - acc: 0.998 - ETA: 3s - loss: 0.0298 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.999 - ETA: 0s - loss: 0.0165 - acc: 0.999 - ETA: 0s - loss: 0.0163 - acc: 0.999 - ETA: 0s - loss: 0.0161 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 761us/step - loss: 0.0151 - acc: 0.9990 - val_loss: 1.5642 - val_acc: 0.8491 Epoch 00995: val_loss did not improve from 0.55729 Epoch 996/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3246e-07 - acc: 1.000 - ETA: 4s - loss: 1.4246e-07 - acc: 1.000 - ETA: 4s - loss: 1.7020e-07 - acc: 1.000 - ETA: 4s - loss: 1.5658e-07 - acc: 1.000 - ETA: 4s - loss: 1.4778e-07 - acc: 1.000 - ETA: 4s - loss: 1.4986e-07 - acc: 1.000 - ETA: 4s - loss: 2.8635e-07 - acc: 1.000 - ETA: 4s - loss: 2.6350e-07 - acc: 1.000 - ETA: 4s - loss: 2.4745e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0392 - acc: 0.996 - ETA: 3s - loss: 0.0369 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.997 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 2s - loss: 0.0282 - acc: 0.997 - ETA: 2s - loss: 0.0274 - acc: 0.997 - ETA: 2s - loss: 0.0269 - acc: 0.996 - ETA: 2s - loss: 0.0261 - acc: 0.996 - ETA: 2s - loss: 0.0302 - acc: 0.996 - ETA: 2s - loss: 0.0294 - acc: 0.996 - ETA: 2s - loss: 0.0288 - acc: 0.996 - ETA: 2s - loss: 0.0281 - acc: 0.996 - 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acc: 0.997 - ETA: 1s - loss: 0.0219 - acc: 0.997 - ETA: 0s - loss: 0.0216 - acc: 0.997 - ETA: 0s - loss: 0.0213 - acc: 0.997 - ETA: 0s - loss: 0.0211 - acc: 0.997 - ETA: 0s - loss: 0.0208 - acc: 0.997 - ETA: 0s - loss: 0.0205 - acc: 0.997 - ETA: 0s - loss: 0.0203 - acc: 0.997 - ETA: 0s - loss: 0.0200 - acc: 0.997 - ETA: 0s - loss: 0.0197 - acc: 0.997 - ETA: 0s - loss: 0.0194 - acc: 0.997 - ETA: 0s - loss: 0.0193 - acc: 0.997 - ETA: 0s - loss: 0.0190 - acc: 0.997 - ETA: 0s - loss: 0.0188 - acc: 0.997 - ETA: 0s - loss: 0.0186 - acc: 0.997 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - 5s 774us/step - loss: 0.0175 - acc: 0.9981 - val_loss: 1.5362 - val_acc: 0.8515 Epoch 00996: val_loss did not improve from 0.55729 Epoch 997/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2432e-07 - acc: 1.000 - ETA: 5s - loss: 1.2788e-07 - acc: 1.000 - ETA: 5s - loss: 1.2751e-07 - acc: 1.000 - ETA: 5s - loss: 1.2920e-07 - acc: 1.000 - ETA: 4s - loss: 1.3099e-07 - acc: 1.000 - ETA: 4s - loss: 1.3026e-07 - acc: 1.000 - ETA: 4s - loss: 1.3257e-07 - acc: 1.000 - ETA: 4s - loss: 1.4971e-07 - acc: 1.000 - ETA: 4s - loss: 1.0819e-04 - acc: 1.000 - ETA: 4s - loss: 1.0779e-04 - acc: 1.000 - ETA: 4s - loss: 9.7025e-05 - acc: 1.000 - ETA: 4s - loss: 9.0264e-05 - acc: 1.000 - ETA: 4s - loss: 0.0172 - acc: 0.9989 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - 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acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 6s 862us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.4765 - val_acc: 0.8539 Epoch 00997: val_loss did not improve from 0.55729 Epoch 998/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2091e-07 - acc: 1.000 - ETA: 5s - loss: 3.0518e-07 - acc: 1.000 - ETA: 5s - loss: 2.6226e-07 - acc: 1.000 - ETA: 5s - loss: 2.5016e-07 - acc: 1.000 - ETA: 5s - loss: 1.3533e-06 - acc: 1.000 - ETA: 5s - loss: 0.0180 - acc: 0.9977 - ETA: 5s - loss: 0.0159 - acc: 0.998 - ETA: 5s - loss: 0.0142 - acc: 0.998 - ETA: 5s - loss: 0.0128 - acc: 0.998 - ETA: 5s - loss: 0.0117 - acc: 0.998 - ETA: 5s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 869us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5383 - val_acc: 0.8539 Epoch 00998: val_loss did not improve from 0.55729 Epoch 999/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 2.5162e-07 - acc: 1.000 - ETA: 5s - loss: 2.1368e-07 - acc: 1.000 - ETA: 5s - loss: 2.7533e-07 - acc: 1.000 - ETA: 5s - loss: 2.4643e-07 - acc: 1.000 - ETA: 5s - loss: 2.3089e-07 - acc: 1.000 - ETA: 5s - loss: 2.1580e-07 - acc: 1.000 - ETA: 5s - loss: 2.1112e-07 - acc: 1.000 - ETA: 5s - loss: 2.0596e-07 - acc: 1.000 - ETA: 5s - loss: 1.3424e-06 - acc: 1.000 - ETA: 5s - loss: 1.2346e-06 - acc: 1.000 - ETA: 5s - loss: 1.1442e-06 - acc: 1.000 - ETA: 5s - loss: 1.0673e-06 - acc: 1.000 - ETA: 4s - loss: 3.9080e-06 - acc: 1.000 - ETA: 4s - loss: 3.6610e-06 - acc: 1.000 - ETA: 4s - loss: 3.4452e-06 - acc: 1.000 - ETA: 4s - loss: 3.2587e-06 - acc: 1.000 - ETA: 4s - loss: 5.5234e-06 - acc: 1.000 - ETA: 4s - loss: 5.2530e-06 - acc: 1.000 - ETA: 4s - loss: 5.0523e-06 - acc: 1.000 - ETA: 4s - loss: 8.1397e-06 - acc: 1.000 - ETA: 4s - loss: 7.7901e-06 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 800us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8455 Epoch 00999: val_loss did not improve from 0.55729 Epoch 1000/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9900 - ETA: 4s - loss: 0.0165 - acc: 0.994 - ETA: 4s - loss: 0.0115 - acc: 0.996 - ETA: 4s - loss: 0.0088 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0239 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0235 - acc: 0.997 - ETA: 2s - loss: 0.0228 - acc: 0.997 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - 5s 764us/step - loss: 0.0159 - acc: 0.9987 - val_loss: 1.5193 - val_acc: 0.8491 Epoch 01000: val_loss did not improve from 0.55729 Epoch 1001/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 2.3449e-04 - acc: 1.000 - ETA: 4s - loss: 1.3033e-04 - acc: 1.000 - ETA: 4s - loss: 9.0271e-05 - acc: 1.000 - ETA: 4s - loss: 3.2428e-04 - acc: 1.000 - ETA: 4s - loss: 2.6257e-04 - acc: 1.000 - ETA: 4s - loss: 2.2059e-04 - acc: 1.000 - ETA: 4s - loss: 1.9070e-04 - acc: 1.000 - ETA: 4s - loss: 0.0246 - acc: 0.9985 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 764us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5523 - val_acc: 0.8539 Epoch 01001: val_loss did not improve from 0.55729 Epoch 1002/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 4s - loss: 2.1656e-07 - acc: 1.000 - ETA: 4s - loss: 1.8707e-07 - acc: 1.000 - ETA: 4s - loss: 1.7689e-07 - acc: 1.000 - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.6677e-07 - acc: 1.000 - ETA: 4s - loss: 1.6042e-07 - acc: 1.000 - ETA: 4s - loss: 1.5542e-07 - acc: 1.000 - ETA: 4s - loss: 1.5151e-07 - acc: 1.000 - ETA: 4s - loss: 1.6217e-07 - acc: 1.000 - ETA: 4s - loss: 1.6809e-07 - acc: 1.000 - ETA: 4s - loss: 2.4037e-07 - acc: 1.000 - ETA: 4s - loss: 2.3179e-07 - acc: 1.000 - ETA: 4s - loss: 2.5060e-07 - acc: 1.000 - ETA: 4s - loss: 2.4463e-07 - acc: 1.000 - ETA: 3s - loss: 2.3691e-07 - acc: 1.000 - ETA: 3s - loss: 7.7113e-07 - acc: 1.000 - ETA: 3s - loss: 7.3549e-07 - acc: 1.000 - ETA: 3s - loss: 7.0356e-07 - acc: 1.000 - ETA: 3s - loss: 6.7470e-07 - acc: 1.000 - ETA: 3s - loss: 3.2028e-06 - acc: 1.000 - ETA: 3s - loss: 4.2734e-06 - acc: 1.000 - ETA: 3s - loss: 4.0950e-06 - acc: 1.000 - ETA: 3s - loss: 3.9332e-06 - acc: 1.000 - ETA: 3s - loss: 3.7887e-06 - acc: 1.000 - ETA: 3s - loss: 3.6492e-06 - acc: 1.000 - ETA: 3s - loss: 3.5196e-06 - acc: 1.000 - ETA: 3s - loss: 3.4070e-06 - acc: 1.000 - ETA: 3s - loss: 3.2946e-06 - acc: 1.000 - ETA: 3s - loss: 1.0807e-05 - acc: 1.000 - ETA: 3s - loss: 1.0468e-05 - acc: 1.000 - ETA: 3s - loss: 1.0147e-05 - acc: 1.000 - ETA: 2s - loss: 9.8476e-06 - acc: 1.000 - ETA: 2s - loss: 1.1855e-05 - acc: 1.000 - ETA: 2s - loss: 1.1529e-05 - acc: 1.000 - ETA: 2s - loss: 0.0031 - acc: 0.9997 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 765us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.5369 - val_acc: 0.8575 Epoch 01002: val_loss did not improve from 0.55729 Epoch 1003/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6421e-06 - acc: 1.000 - ETA: 4s - loss: 4.9412e-07 - acc: 1.000 - ETA: 4s - loss: 3.3114e-07 - acc: 1.000 - ETA: 4s - loss: 2.6593e-07 - acc: 1.000 - ETA: 4s - loss: 6.2922e-05 - acc: 1.000 - ETA: 4s - loss: 5.0965e-05 - acc: 1.000 - ETA: 4s - loss: 4.2858e-05 - acc: 1.000 - ETA: 4s - loss: 4.2214e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9985 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9764e-04 - acc: 0.998 - ETA: 4s - loss: 9.0898e-04 - acc: 0.998 - ETA: 4s - loss: 8.3481e-04 - acc: 0.999 - ETA: 4s - loss: 7.7187e-04 - acc: 0.999 - ETA: 4s - loss: 7.1772e-04 - acc: 0.999 - ETA: 4s - loss: 6.7068e-04 - acc: 0.999 - ETA: 3s - loss: 6.4620e-04 - acc: 0.999 - ETA: 3s - loss: 6.0880e-04 - acc: 0.999 - ETA: 3s - loss: 5.7545e-04 - acc: 0.999 - ETA: 3s - loss: 5.4562e-04 - acc: 0.999 - ETA: 3s - loss: 5.1868e-04 - acc: 0.999 - ETA: 3s - loss: 4.9428e-04 - acc: 0.999 - ETA: 3s - loss: 4.7242e-04 - acc: 0.999 - ETA: 3s - loss: 4.5210e-04 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.9990 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 764us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.5825 - val_acc: 0.8479 Epoch 01003: val_loss did not improve from 0.55729 Epoch 1004/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 3.1458e-07 - acc: 1.000 - ETA: 4s - loss: 2.5745e-07 - acc: 1.000 - ETA: 4s - loss: 2.2492e-07 - acc: 1.000 - ETA: 4s - loss: 1.2633e-04 - acc: 1.000 - ETA: 4s - loss: 1.0642e-04 - acc: 1.000 - ETA: 4s - loss: 1.1040e-04 - acc: 1.000 - ETA: 4s - loss: 9.7042e-05 - acc: 1.000 - ETA: 4s - loss: 9.4844e-05 - acc: 1.000 - ETA: 4s - loss: 8.5615e-05 - acc: 1.000 - ETA: 4s - loss: 7.8037e-05 - acc: 1.000 - ETA: 4s - loss: 7.1677e-05 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9991 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6484e-04 - acc: 0.999 - ETA: 3s - loss: 9.2813e-04 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.9995 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9342e-04 - acc: 0.999 - ETA: 3s - loss: 9.6503e-04 - acc: 0.999 - ETA: 2s - loss: 9.3601e-04 - acc: 0.999 - ETA: 2s - loss: 9.0869e-04 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.9993 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 763us/step - loss: 0.0144 - acc: 0.9988 - val_loss: 1.5598 - val_acc: 0.8479 Epoch 01004: val_loss did not improve from 0.55729 Epoch 1005/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4210e-06 - acc: 1.000 - ETA: 4s - loss: 1.7516e-06 - acc: 1.000 - ETA: 4s - loss: 1.7097e-06 - acc: 1.000 - ETA: 4s - loss: 1.4090e-06 - acc: 1.000 - ETA: 4s - loss: 1.2050e-06 - acc: 1.000 - ETA: 4s - loss: 1.0553e-06 - acc: 1.000 - ETA: 4s - loss: 9.4705e-07 - acc: 1.000 - ETA: 4s - loss: 1.0743e-06 - acc: 1.000 - ETA: 4s - loss: 9.8695e-07 - acc: 1.000 - ETA: 4s - loss: 2.2147e-05 - acc: 1.000 - ETA: 4s - loss: 2.0498e-05 - acc: 1.000 - ETA: 4s - loss: 1.8960e-05 - acc: 1.000 - ETA: 4s - loss: 1.8418e-05 - acc: 1.000 - ETA: 4s - loss: 1.7220e-05 - acc: 1.000 - ETA: 3s - loss: 1.6169e-05 - acc: 1.000 - ETA: 3s - loss: 0.0044 - acc: 0.9993 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 764us/step - loss: 0.0140 - acc: 0.9987 - val_loss: 1.5671 - val_acc: 0.8455 Epoch 01005: val_loss did not improve from 0.55729 Epoch 1006/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.1989e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.1354 - acc: 0.988 - ETA: 4s - loss: 0.0983 - acc: 0.988 - ETA: 4s - loss: 0.0752 - acc: 0.991 - ETA: 4s - loss: 0.0608 - acc: 0.992 - ETA: 4s - loss: 0.0511 - acc: 0.994 - ETA: 4s - loss: 0.0441 - acc: 0.994 - ETA: 4s - loss: 0.0387 - acc: 0.995 - ETA: 4s - loss: 0.0345 - acc: 0.995 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0261 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 764us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5813 - val_acc: 0.8551 Epoch 01006: val_loss did not improve from 0.55729 Epoch 1007/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.3676e-06 - acc: 1.000 - ETA: 5s - loss: 2.0398e-06 - acc: 1.000 - ETA: 4s - loss: 1.2723e-06 - acc: 1.000 - ETA: 4s - loss: 9.2897e-07 - acc: 1.000 - ETA: 4s - loss: 3.9889e-06 - acc: 1.000 - ETA: 4s - loss: 3.3294e-06 - acc: 1.000 - ETA: 4s - loss: 2.8202e-06 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - 5s 766us/step - loss: 0.0168 - acc: 0.9985 - val_loss: 1.5397 - val_acc: 0.8491 Epoch 01007: val_loss did not improve from 0.55729 Epoch 1008/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8014e-07 - acc: 1.000 - ETA: 4s - loss: 1.0980e-06 - acc: 1.000 - ETA: 4s - loss: 2.2904e-06 - acc: 1.000 - ETA: 4s - loss: 4.3725e-06 - acc: 1.000 - ETA: 4s - loss: 3.3724e-06 - acc: 1.000 - ETA: 4s - loss: 0.0240 - acc: 0.9976 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 768us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.4949 - val_acc: 0.8563 Epoch 01008: val_loss did not improve from 0.55729 Epoch 1009/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 4.1276e-07 - acc: 1.000 - ETA: 4s - loss: 1.6376e-04 - acc: 1.000 - ETA: 4s - loss: 0.0505 - acc: 0.9969 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - 5s 778us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5021 - val_acc: 0.8503 Epoch 01009: val_loss did not improve from 0.55729 Epoch 1010/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7709e-05 - acc: 1.000 - ETA: 4s - loss: 4.4354e-05 - acc: 1.000 - ETA: 4s - loss: 3.0825e-05 - acc: 1.000 - ETA: 4s - loss: 2.4112e-05 - acc: 1.000 - ETA: 4s - loss: 2.0239e-05 - acc: 1.000 - ETA: 4s - loss: 1.7024e-05 - acc: 1.000 - ETA: 4s - loss: 1.5212e-05 - acc: 1.000 - ETA: 4s - loss: 1.3343e-05 - acc: 1.000 - ETA: 4s - loss: 1.2256e-05 - acc: 1.000 - ETA: 4s - loss: 1.1012e-05 - acc: 1.000 - ETA: 4s - loss: 1.0241e-05 - acc: 1.000 - ETA: 4s - loss: 9.3704e-06 - acc: 1.000 - ETA: 4s - loss: 8.6303e-06 - acc: 1.000 - ETA: 4s - loss: 7.9999e-06 - acc: 1.000 - ETA: 4s - loss: 7.4648e-06 - acc: 1.000 - ETA: 4s - loss: 7.0260e-06 - acc: 1.000 - ETA: 4s - loss: 6.6093e-06 - acc: 1.000 - ETA: 3s - loss: 6.2384e-06 - acc: 1.000 - ETA: 3s - loss: 5.9101e-06 - acc: 1.000 - ETA: 3s - loss: 5.6132e-06 - acc: 1.000 - ETA: 3s - loss: 5.3567e-06 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 775us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.4972 - val_acc: 0.8479 Epoch 01010: val_loss did not improve from 0.55729 Epoch 1011/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2485e-07 - acc: 1.000 - ETA: 4s - loss: 1.0276e-06 - acc: 1.000 - ETA: 4s - loss: 7.5269e-07 - acc: 1.000 - ETA: 4s - loss: 7.8589e-07 - acc: 1.000 - ETA: 4s - loss: 6.4848e-07 - acc: 1.000 - ETA: 4s - loss: 6.1423e-07 - acc: 1.000 - ETA: 4s - loss: 5.6637e-07 - acc: 1.000 - ETA: 4s - loss: 5.1846e-07 - acc: 1.000 - ETA: 4s - loss: 4.6986e-07 - acc: 1.000 - ETA: 4s - loss: 5.3712e-07 - acc: 1.000 - ETA: 4s - loss: 5.7624e-07 - acc: 1.000 - ETA: 4s - loss: 5.3496e-07 - acc: 1.000 - ETA: 4s - loss: 5.0342e-07 - acc: 1.000 - ETA: 4s - loss: 4.8476e-07 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 768us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5661 - val_acc: 0.8491 Epoch 01011: val_loss did not improve from 0.55729 Epoch 1012/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 6.8117e-07 - acc: 1.000 - ETA: 4s - loss: 4.9188e-06 - acc: 1.000 - ETA: 4s - loss: 3.8247e-06 - acc: 1.000 - ETA: 4s - loss: 3.2245e-06 - acc: 1.000 - ETA: 4s - loss: 2.8478e-06 - acc: 1.000 - ETA: 4s - loss: 7.8813e-06 - acc: 1.000 - ETA: 4s - loss: 6.9118e-06 - acc: 1.000 - ETA: 4s - loss: 6.8026e-06 - acc: 1.000 - ETA: 4s - loss: 6.3113e-06 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9989 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 769us/step - loss: 0.0138 - acc: 0.9990 - val_loss: 1.5818 - val_acc: 0.8515 Epoch 01012: val_loss did not improve from 0.55729 Epoch 1013/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0757e-06 - acc: 1.000 - ETA: 4s - loss: 9.6204e-07 - acc: 1.000 - ETA: 4s - loss: 0.0558 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.992 - ETA: 4s - loss: 0.0474 - acc: 0.994 - ETA: 4s - loss: 0.0384 - acc: 0.995 - ETA: 4s - loss: 0.0323 - acc: 0.996 - ETA: 4s - loss: 0.0278 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 771us/step - loss: 0.0116 - acc: 0.9985 - val_loss: 1.5025 - val_acc: 0.8455 Epoch 01013: val_loss did not improve from 0.55729 Epoch 1014/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9860e-06 - acc: 1.000 - ETA: 4s - loss: 1.7334e-06 - acc: 1.000 - ETA: 4s - loss: 1.4708e-06 - acc: 1.000 - ETA: 4s - loss: 1.1803e-06 - acc: 1.000 - ETA: 4s - loss: 1.0066e-06 - acc: 1.000 - ETA: 4s - loss: 1.0419e-06 - acc: 1.000 - ETA: 4s - loss: 5.0621e-05 - acc: 1.000 - ETA: 4s - loss: 4.7141e-05 - acc: 1.000 - ETA: 4s - loss: 4.2601e-05 - acc: 1.000 - ETA: 4s - loss: 3.8509e-05 - acc: 1.000 - ETA: 4s - loss: 3.5128e-05 - acc: 1.000 - ETA: 4s - loss: 3.2345e-05 - acc: 1.000 - ETA: 4s - loss: 2.9985e-05 - acc: 1.000 - ETA: 4s - loss: 2.7951e-05 - acc: 1.000 - ETA: 4s - loss: 2.6337e-05 - acc: 1.000 - ETA: 4s - loss: 2.4729e-05 - acc: 1.000 - ETA: 3s - loss: 2.3371e-05 - acc: 1.000 - ETA: 3s - loss: 2.2099e-05 - acc: 1.000 - ETA: 3s - loss: 2.0978e-05 - acc: 1.000 - ETA: 3s - loss: 1.9976e-05 - acc: 1.000 - ETA: 3s - loss: 1.9662e-05 - acc: 1.000 - ETA: 3s - loss: 1.8784e-05 - acc: 1.000 - ETA: 3s - loss: 1.7989e-05 - acc: 1.000 - ETA: 3s - loss: 2.2307e-05 - acc: 1.000 - ETA: 3s - loss: 2.1430e-05 - acc: 1.000 - ETA: 3s - loss: 2.0618e-05 - acc: 1.000 - ETA: 3s - loss: 1.9869e-05 - acc: 1.000 - ETA: 3s - loss: 1.9170e-05 - acc: 1.000 - ETA: 3s - loss: 1.8678e-05 - acc: 1.000 - ETA: 3s - loss: 1.8061e-05 - acc: 1.000 - ETA: 3s - loss: 1.7505e-05 - acc: 1.000 - ETA: 3s - loss: 1.6962e-05 - acc: 1.000 - ETA: 2s - loss: 1.6460e-05 - acc: 1.000 - ETA: 2s - loss: 1.5980e-05 - acc: 1.000 - ETA: 2s - loss: 1.5527e-05 - acc: 1.000 - ETA: 2s - loss: 1.5101e-05 - acc: 1.000 - ETA: 2s - loss: 1.4696e-05 - acc: 1.000 - ETA: 2s - loss: 1.4322e-05 - acc: 1.000 - ETA: 2s - loss: 1.3959e-05 - acc: 1.000 - ETA: 2s - loss: 1.4023e-05 - acc: 1.000 - ETA: 2s - loss: 1.3684e-05 - acc: 1.000 - ETA: 2s - loss: 1.3386e-05 - acc: 1.000 - ETA: 2s - loss: 1.3083e-05 - acc: 1.000 - ETA: 2s - loss: 1.2797e-05 - acc: 1.000 - ETA: 2s - loss: 1.2525e-05 - acc: 1.000 - ETA: 2s - loss: 1.9728e-05 - acc: 1.000 - ETA: 2s - loss: 1.9321e-05 - acc: 1.000 - ETA: 2s - loss: 1.8929e-05 - acc: 1.000 - ETA: 2s - loss: 1.8546e-05 - acc: 1.000 - ETA: 1s - loss: 1.8352e-05 - acc: 1.000 - ETA: 1s - loss: 0.0044 - acc: 0.9995 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 767us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.5161 - val_acc: 0.8491 Epoch 01014: val_loss did not improve from 0.55729 Epoch 1015/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 4s - loss: 1.4736e-07 - acc: 1.000 - ETA: 4s - loss: 1.4397e-07 - acc: 1.000 - ETA: 4s - loss: 5.3156e-07 - acc: 1.000 - ETA: 4s - loss: 1.4043e-06 - acc: 1.000 - ETA: 4s - loss: 1.0070e-05 - acc: 1.000 - ETA: 4s - loss: 8.6981e-06 - acc: 1.000 - ETA: 4s - loss: 0.0136 - acc: 0.9985 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 768us/step - loss: 0.0138 - acc: 0.9990 - val_loss: 1.5916 - val_acc: 0.8455 Epoch 01015: val_loss did not improve from 0.55729 Epoch 1016/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 1.6280e-07 - acc: 1.000 - ETA: 5s - loss: 1.5118e-07 - acc: 1.000 - ETA: 4s - loss: 3.1233e-07 - acc: 1.000 - ETA: 5s - loss: 6.2818e-07 - acc: 1.000 - ETA: 5s - loss: 4.2364e-06 - acc: 1.000 - ETA: 5s - loss: 3.8400e-06 - acc: 1.000 - ETA: 5s - loss: 0.0299 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 6s 830us/step - loss: 0.0136 - acc: 0.9990 - val_loss: 1.5019 - val_acc: 0.8527 Epoch 01016: val_loss did not improve from 0.55729 Epoch 1017/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.2338e-07 - acc: 1.000 - ETA: 5s - loss: 3.7527e-06 - acc: 1.000 - ETA: 5s - loss: 2.5937e-06 - acc: 1.000 - ETA: 5s - loss: 3.2354e-06 - acc: 1.000 - ETA: 5s - loss: 2.7161e-06 - acc: 1.000 - ETA: 4s - loss: 2.2583e-06 - acc: 1.000 - ETA: 4s - loss: 1.9502e-06 - acc: 1.000 - ETA: 4s - loss: 1.7585e-06 - acc: 1.000 - ETA: 4s - loss: 1.5663e-06 - acc: 1.000 - ETA: 4s - loss: 1.4146e-06 - acc: 1.000 - ETA: 4s - loss: 1.2912e-06 - acc: 1.000 - ETA: 4s - loss: 1.1893e-06 - acc: 1.000 - ETA: 4s - loss: 1.1037e-06 - acc: 1.000 - ETA: 4s - loss: 1.5878e-06 - acc: 1.000 - ETA: 4s - loss: 1.5062e-06 - acc: 1.000 - ETA: 4s - loss: 1.4391e-06 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9992 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 773us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5000 - val_acc: 0.8515 Epoch 01017: val_loss did not improve from 0.55729 Epoch 1018/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.9190e-07 - acc: 1.000 - ETA: 4s - loss: 2.7865e-07 - acc: 1.000 - ETA: 4s - loss: 2.2600e-07 - acc: 1.000 - ETA: 4s - loss: 3.9712e-07 - acc: 1.000 - ETA: 4s - loss: 3.6061e-07 - acc: 1.000 - ETA: 4s - loss: 8.8766e-06 - acc: 1.000 - ETA: 4s - loss: 7.7140e-06 - acc: 1.000 - ETA: 4s - loss: 7.0311e-06 - acc: 1.000 - ETA: 4s - loss: 1.1985e-05 - acc: 1.000 - ETA: 4s - loss: 1.1048e-05 - acc: 1.000 - ETA: 4s - loss: 1.0014e-05 - acc: 1.000 - ETA: 4s - loss: 9.6310e-06 - acc: 1.000 - ETA: 4s - loss: 1.0239e-05 - acc: 1.000 - ETA: 4s - loss: 0.0070 - acc: 0.9991 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 763us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5122 - val_acc: 0.8503 Epoch 01018: val_loss did not improve from 0.55729 Epoch 1019/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1341e-05 - acc: 1.000 - ETA: 4s - loss: 2.3636e-06 - acc: 1.000 - ETA: 4s - loss: 1.3661e-06 - acc: 1.000 - ETA: 4s - loss: 9.8610e-07 - acc: 1.000 - ETA: 4s - loss: 7.8458e-07 - acc: 1.000 - ETA: 4s - loss: 6.5798e-07 - acc: 1.000 - ETA: 4s - loss: 1.1970e-06 - acc: 1.000 - ETA: 4s - loss: 1.0637e-06 - acc: 1.000 - ETA: 4s - loss: 9.4954e-07 - acc: 1.000 - ETA: 4s - loss: 8.6195e-07 - acc: 1.000 - ETA: 4s - loss: 7.9290e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 764us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5376 - val_acc: 0.8443 Epoch 01019: val_loss did not improve from 0.55729 Epoch 1020/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3471e-07 - acc: 1.000 - ETA: 4s - loss: 1.2782e-07 - acc: 1.000 - ETA: 4s - loss: 1.5268e-06 - acc: 1.000 - ETA: 4s - loss: 0.0292 - acc: 0.9971 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.997 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 766us/step - loss: 0.0148 - acc: 0.9987 - val_loss: 1.5766 - val_acc: 0.8383 Epoch 01020: val_loss did not improve from 0.55729 Epoch 1021/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 4s - loss: 1.4835e-07 - acc: 1.000 - ETA: 4s - loss: 2.2352e-07 - acc: 1.000 - ETA: 4s - loss: 2.0143e-07 - acc: 1.000 - ETA: 4s - loss: 5.4144e-07 - acc: 1.000 - ETA: 4s - loss: 8.5227e-07 - acc: 1.000 - ETA: 4s - loss: 7.6287e-07 - acc: 1.000 - ETA: 4s - loss: 0.0156 - acc: 0.9985 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 765us/step - loss: 0.0117 - acc: 0.9990 - val_loss: 1.5744 - val_acc: 0.8503 Epoch 01021: val_loss did not improve from 0.55729 Epoch 1022/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3378e-07 - acc: 1.000 - ETA: 4s - loss: 1.3801e-07 - acc: 1.000 - ETA: 4s - loss: 1.6128e-07 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0253 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 764us/step - loss: 0.0082 - acc: 0.9991 - val_loss: 1.5852 - val_acc: 0.8455 Epoch 01022: val_loss did not improve from 0.55729 Epoch 1023/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1174e-05 - acc: 1.000 - ETA: 5s - loss: 2.4679e-06 - acc: 1.000 - ETA: 4s - loss: 1.6310e-06 - acc: 1.000 - ETA: 4s - loss: 1.3855e-06 - acc: 1.000 - ETA: 4s - loss: 1.1299e-06 - acc: 1.000 - ETA: 4s - loss: 9.3869e-07 - acc: 1.000 - ETA: 4s - loss: 8.0901e-07 - acc: 1.000 - ETA: 4s - loss: 1.8193e-06 - acc: 1.000 - ETA: 4s - loss: 3.5330e-06 - acc: 1.000 - ETA: 4s - loss: 3.3038e-06 - acc: 1.000 - ETA: 4s - loss: 2.9863e-06 - acc: 1.000 - ETA: 4s - loss: 3.0863e-06 - acc: 1.000 - ETA: 4s - loss: 3.0953e-06 - acc: 1.000 - ETA: 4s - loss: 3.4025e-06 - acc: 1.000 - ETA: 4s - loss: 3.1907e-06 - acc: 1.000 - ETA: 4s - loss: 2.9883e-06 - acc: 1.000 - ETA: 4s - loss: 3.0187e-05 - acc: 1.000 - ETA: 3s - loss: 2.8421e-05 - acc: 1.000 - ETA: 3s - loss: 2.6849e-05 - acc: 1.000 - ETA: 3s - loss: 2.5444e-05 - acc: 1.000 - ETA: 3s - loss: 2.4609e-05 - acc: 1.000 - ETA: 3s - loss: 2.3447e-05 - acc: 1.000 - ETA: 3s - loss: 2.2758e-05 - acc: 1.000 - ETA: 3s - loss: 2.9005e-05 - acc: 1.000 - ETA: 3s - loss: 2.7836e-05 - acc: 1.000 - ETA: 3s - loss: 2.7937e-05 - acc: 1.000 - ETA: 3s - loss: 2.6868e-05 - acc: 1.000 - ETA: 3s - loss: 2.6641e-05 - acc: 1.000 - ETA: 3s - loss: 2.5713e-05 - acc: 1.000 - ETA: 3s - loss: 2.5064e-05 - acc: 1.000 - ETA: 3s - loss: 2.4235e-05 - acc: 1.000 - ETA: 3s - loss: 2.3458e-05 - acc: 1.000 - ETA: 3s - loss: 2.2737e-05 - acc: 1.000 - ETA: 3s - loss: 2.2056e-05 - acc: 1.000 - ETA: 2s - loss: 2.5695e-05 - acc: 1.000 - ETA: 2s - loss: 2.4964e-05 - acc: 1.000 - ETA: 2s - loss: 2.4274e-05 - acc: 1.000 - ETA: 2s - loss: 5.9927e-04 - acc: 0.999 - ETA: 2s - loss: 5.8355e-04 - acc: 0.999 - ETA: 2s - loss: 5.6860e-04 - acc: 0.999 - ETA: 2s - loss: 5.5439e-04 - acc: 0.999 - ETA: 2s - loss: 5.4252e-04 - acc: 0.999 - ETA: 2s - loss: 5.2960e-04 - acc: 0.999 - ETA: 2s - loss: 5.1729e-04 - acc: 0.999 - ETA: 2s - loss: 5.0555e-04 - acc: 0.999 - ETA: 2s - loss: 4.9449e-04 - acc: 0.999 - ETA: 2s - loss: 4.8375e-04 - acc: 0.999 - ETA: 2s - loss: 4.7346e-04 - acc: 0.999 - ETA: 2s - loss: 4.6364e-04 - acc: 0.999 - ETA: 2s - loss: 4.5419e-04 - acc: 0.999 - ETA: 1s - loss: 4.4511e-04 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.9995 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 766us/step - loss: 0.0098 - acc: 0.9990 - val_loss: 1.5473 - val_acc: 0.8503 Epoch 01023: val_loss did not improve from 0.55729 Epoch 1024/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.2352e-06 - acc: 1.000 - ETA: 5s - loss: 0.0523 - acc: 0.9900 - ETA: 5s - loss: 0.0291 - acc: 0.994 - ETA: 4s - loss: 0.0201 - acc: 0.996 - ETA: 4s - loss: 0.0630 - acc: 0.994 - ETA: 4s - loss: 0.0510 - acc: 0.995 - ETA: 4s - loss: 0.0429 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 766us/step - loss: 0.0100 - acc: 0.9987 - val_loss: 1.5508 - val_acc: 0.8539 Epoch 01024: val_loss did not improve from 0.55729 Epoch 1025/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 4s - loss: 1.5100e-07 - acc: 1.000 - ETA: 4s - loss: 1.4626e-07 - acc: 1.000 - ETA: 4s - loss: 2.4105e-07 - acc: 1.000 - ETA: 4s - loss: 2.3558e-07 - acc: 1.000 - ETA: 4s - loss: 3.1638e-07 - acc: 1.000 - ETA: 4s - loss: 2.9669e-07 - acc: 1.000 - ETA: 4s - loss: 2.7518e-07 - acc: 1.000 - ETA: 4s - loss: 2.5831e-07 - acc: 1.000 - ETA: 4s - loss: 2.5121e-07 - acc: 1.000 - ETA: 4s - loss: 2.4054e-07 - acc: 1.000 - ETA: 4s - loss: 2.5411e-07 - acc: 1.000 - ETA: 4s - loss: 2.6462e-07 - acc: 1.000 - ETA: 4s - loss: 2.5672e-07 - acc: 1.000 - ETA: 4s - loss: 2.4956e-07 - acc: 1.000 - ETA: 3s - loss: 2.6428e-07 - acc: 1.000 - ETA: 3s - loss: 8.4066e-05 - acc: 1.000 - ETA: 3s - loss: 7.9470e-05 - acc: 1.000 - ETA: 3s - loss: 7.5353e-05 - acc: 1.000 - ETA: 3s - loss: 7.1638e-05 - acc: 1.000 - ETA: 3s - loss: 6.8290e-05 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9994 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 770us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5971 - val_acc: 0.8431 Epoch 01025: val_loss did not improve from 0.55729 Epoch 1026/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4484e-07 - acc: 1.000 - ETA: 4s - loss: 1.5828e-07 - acc: 1.000 - ETA: 4s - loss: 4.9163e-05 - acc: 1.000 - ETA: 4s - loss: 3.7623e-05 - acc: 1.000 - ETA: 4s - loss: 3.1827e-05 - acc: 1.000 - ETA: 4s - loss: 2.6754e-05 - acc: 1.000 - ETA: 4s - loss: 2.3588e-05 - acc: 1.000 - ETA: 4s - loss: 2.0743e-05 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9986 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 779us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.6274 - val_acc: 0.8395 Epoch 01026: val_loss did not improve from 0.55729 Epoch 1027/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 2.6643e-07 - acc: 1.000 - ETA: 5s - loss: 2.0464e-07 - acc: 1.000 - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 4s - loss: 1.6549e-07 - acc: 1.000 - ETA: 4s - loss: 1.5668e-07 - acc: 1.000 - ETA: 4s - loss: 0.0136 - acc: 0.9980 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 777us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.4869 - val_acc: 0.8431 Epoch 01027: val_loss did not improve from 0.55729 Epoch 1028/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4663e-06 - acc: 1.000 - ETA: 4s - loss: 1.0223e-06 - acc: 1.000 - ETA: 4s - loss: 7.7214e-07 - acc: 1.000 - ETA: 4s - loss: 7.6033e-07 - acc: 1.000 - ETA: 4s - loss: 6.4105e-07 - acc: 1.000 - ETA: 4s - loss: 6.6663e-07 - acc: 1.000 - ETA: 4s - loss: 9.7068e-07 - acc: 1.000 - ETA: 4s - loss: 1.0272e-06 - acc: 1.000 - ETA: 4s - loss: 9.2931e-07 - acc: 1.000 - ETA: 4s - loss: 2.4089e-06 - acc: 1.000 - ETA: 4s - loss: 3.3612e-06 - acc: 1.000 - ETA: 4s - loss: 3.1117e-06 - acc: 1.000 - ETA: 4s - loss: 3.0264e-06 - acc: 1.000 - ETA: 4s - loss: 2.9755e-06 - acc: 1.000 - ETA: 4s - loss: 2.7961e-06 - acc: 1.000 - ETA: 4s - loss: 2.7378e-06 - acc: 1.000 - ETA: 3s - loss: 2.6163e-06 - acc: 1.000 - ETA: 3s - loss: 2.5070e-06 - acc: 1.000 - ETA: 3s - loss: 2.4761e-06 - acc: 1.000 - ETA: 3s - loss: 2.3597e-06 - acc: 1.000 - ETA: 3s - loss: 2.2565e-06 - acc: 1.000 - ETA: 3s - loss: 2.1633e-06 - acc: 1.000 - ETA: 3s - loss: 2.0798e-06 - acc: 1.000 - ETA: 3s - loss: 2.0047e-06 - acc: 1.000 - ETA: 3s - loss: 2.0648e-06 - acc: 1.000 - ETA: 3s - loss: 2.0230e-06 - acc: 1.000 - ETA: 3s - loss: 1.9550e-06 - acc: 1.000 - ETA: 3s - loss: 1.8895e-06 - acc: 1.000 - ETA: 3s - loss: 1.8925e-06 - acc: 1.000 - ETA: 3s - loss: 1.8564e-06 - acc: 1.000 - ETA: 3s - loss: 1.8714e-06 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - 5s 774us/step - loss: 0.0073 - acc: 0.9993 - val_loss: 1.5520 - val_acc: 0.8407 Epoch 01028: val_loss did not improve from 0.55729 Epoch 1029/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 3.6061e-07 - acc: 1.000 - ETA: 5s - loss: 8.1362e-07 - acc: 1.000 - ETA: 4s - loss: 6.1890e-07 - acc: 1.000 - ETA: 4s - loss: 5.2732e-07 - acc: 1.000 - ETA: 4s - loss: 4.4853e-07 - acc: 1.000 - ETA: 4s - loss: 7.6081e-05 - acc: 1.000 - ETA: 4s - loss: 6.7651e-05 - acc: 1.000 - ETA: 4s - loss: 5.8950e-05 - acc: 1.000 - ETA: 4s - loss: 5.5250e-05 - acc: 1.000 - ETA: 4s - loss: 4.9596e-05 - acc: 1.000 - ETA: 4s - loss: 0.0188 - acc: 0.9988 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 778us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.6571 - val_acc: 0.8371 Epoch 01029: val_loss did not improve from 0.55729 Epoch 1030/2000 6680/6680 [==============================] - ETA: 5s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0622 - acc: 0.996 - ETA: 4s - loss: 0.0475 - acc: 0.997 - ETA: 4s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0434 - acc: 0.997 - ETA: 4s - loss: 0.0411 - acc: 0.997 - ETA: 4s - loss: 0.0383 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0303 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 778us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.4723 - val_acc: 0.8599 Epoch 01030: val_loss did not improve from 0.55729 Epoch 1031/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0578e-06 - acc: 1.000 - ETA: 5s - loss: 0.0846 - acc: 0.9875 - ETA: 5s - loss: 0.0423 - acc: 0.993 - ETA: 4s - loss: 0.0282 - acc: 0.995 - ETA: 4s - loss: 0.0212 - acc: 0.996 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 777us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.4601 - val_acc: 0.8623 Epoch 01031: val_loss did not improve from 0.55729 Epoch 1032/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.3447e-07 - acc: 1.000 - ETA: 4s - loss: 2.6345e-07 - acc: 1.000 - ETA: 5s - loss: 2.1048e-07 - acc: 1.000 - ETA: 4s - loss: 1.8055e-07 - acc: 1.000 - ETA: 4s - loss: 3.6918e-05 - acc: 1.000 - ETA: 4s - loss: 2.9630e-05 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9979 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 780us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.5341 - val_acc: 0.8551 Epoch 01032: val_loss did not improve from 0.55729 Epoch 1033/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5300e-07 - acc: 1.000 - ETA: 4s - loss: 1.8716e-07 - acc: 1.000 - ETA: 4s - loss: 1.6060e-07 - acc: 1.000 - ETA: 4s - loss: 1.7171e-07 - acc: 1.000 - ETA: 4s - loss: 1.5935e-07 - acc: 1.000 - ETA: 4s - loss: 1.5653e-07 - acc: 1.000 - ETA: 4s - loss: 4.1748e-07 - acc: 1.000 - ETA: 4s - loss: 4.3091e-07 - acc: 1.000 - ETA: 4s - loss: 0.0158 - acc: 0.9985 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 766us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.6037 - val_acc: 0.8455 Epoch 01033: val_loss did not improve from 0.55729 Epoch 1034/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6839e-06 - acc: 1.000 - ETA: 4s - loss: 1.0170e-06 - acc: 1.000 - ETA: 4s - loss: 1.0472e-05 - acc: 1.000 - ETA: 4s - loss: 8.0391e-06 - acc: 1.000 - ETA: 4s - loss: 6.5447e-06 - acc: 1.000 - ETA: 4s - loss: 5.5299e-06 - acc: 1.000 - ETA: 4s - loss: 5.1032e-06 - acc: 1.000 - ETA: 4s - loss: 4.5016e-06 - acc: 1.000 - ETA: 4s - loss: 4.0543e-06 - acc: 1.000 - ETA: 4s - loss: 3.7206e-06 - acc: 1.000 - ETA: 4s - loss: 3.4084e-06 - acc: 1.000 - ETA: 4s - loss: 3.1399e-06 - acc: 1.000 - ETA: 4s - loss: 2.9144e-06 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.9982 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 765us/step - loss: 0.0126 - acc: 0.9987 - val_loss: 1.5999 - val_acc: 0.8443 Epoch 01034: val_loss did not improve from 0.55729 Epoch 1035/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8551e-06 - acc: 1.000 - ETA: 4s - loss: 6.8428e-07 - acc: 1.000 - ETA: 4s - loss: 1.4264e-05 - acc: 1.000 - ETA: 4s - loss: 1.1178e-05 - acc: 1.000 - ETA: 4s - loss: 8.6185e-06 - acc: 1.000 - ETA: 4s - loss: 7.8758e-06 - acc: 1.000 - ETA: 4s - loss: 6.6365e-06 - acc: 1.000 - ETA: 4s - loss: 5.7438e-06 - acc: 1.000 - ETA: 4s - loss: 5.0677e-06 - acc: 1.000 - ETA: 4s - loss: 1.0301e-05 - acc: 1.000 - ETA: 4s - loss: 1.0666e-05 - acc: 1.000 - ETA: 4s - loss: 1.2316e-05 - acc: 1.000 - ETA: 4s - loss: 1.2958e-05 - acc: 1.000 - ETA: 4s - loss: 1.1999e-05 - acc: 1.000 - ETA: 4s - loss: 1.1172e-05 - acc: 1.000 - ETA: 4s - loss: 1.0664e-05 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9992 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 765us/step - loss: 0.0121 - acc: 0.9991 - val_loss: 1.5166 - val_acc: 0.8395 Epoch 01035: val_loss did not improve from 0.55729 Epoch 1036/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9900 - ETA: 4s - loss: 0.0064 - acc: 0.994 - ETA: 4s - loss: 0.0045 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.4435e-04 - acc: 0.999 - ETA: 3s - loss: 8.8799e-04 - acc: 0.999 - ETA: 3s - loss: 8.4996e-04 - acc: 0.999 - ETA: 3s - loss: 8.0402e-04 - acc: 0.999 - ETA: 3s - loss: 7.6302e-04 - acc: 0.999 - ETA: 3s - loss: 7.2581e-04 - acc: 0.999 - ETA: 3s - loss: 6.9206e-04 - acc: 0.999 - ETA: 3s - loss: 6.6183e-04 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.9989 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 765us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.5841 - val_acc: 0.8455 Epoch 01036: val_loss did not improve from 0.55729 Epoch 1037/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6213e-06 - acc: 1.000 - ETA: 4s - loss: 5.9486e-07 - acc: 1.000 - ETA: 4s - loss: 1.6062e-06 - acc: 1.000 - ETA: 4s - loss: 1.0793e-05 - acc: 1.000 - ETA: 4s - loss: 1.2925e-05 - acc: 1.000 - ETA: 4s - loss: 1.0492e-05 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9979 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 765us/step - loss: 0.0142 - acc: 0.9988 - val_loss: 1.6081 - val_acc: 0.8395 Epoch 01037: val_loss did not improve from 0.55729 Epoch 1038/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2696e-07 - acc: 1.000 - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 4s - loss: 1.9761e-07 - acc: 1.000 - ETA: 4s - loss: 1.8057e-07 - acc: 1.000 - ETA: 4s - loss: 7.8198e-04 - acc: 1.000 - ETA: 4s - loss: 6.5689e-04 - acc: 1.000 - ETA: 4s - loss: 5.6653e-04 - acc: 1.000 - ETA: 4s - loss: 4.9794e-04 - acc: 1.000 - ETA: 4s - loss: 4.4439e-04 - acc: 1.000 - ETA: 4s - loss: 4.0167e-04 - acc: 1.000 - ETA: 4s - loss: 3.6602e-04 - acc: 1.000 - ETA: 4s - loss: 3.3622e-04 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9991 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - 5s 765us/step - loss: 0.0085 - acc: 0.9993 - val_loss: 1.5147 - val_acc: 0.8359 Epoch 01038: val_loss did not improve from 0.55729 Epoch 1039/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4424e-07 - acc: 1.000 - ETA: 4s - loss: 2.0600e-06 - acc: 1.000 - ETA: 4s - loss: 1.5197e-06 - acc: 1.000 - ETA: 4s - loss: 4.2011e-06 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9976 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9832e-04 - acc: 0.999 - ETA: 3s - loss: 9.4578e-04 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.9987 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 765us/step - loss: 0.0138 - acc: 0.9988 - val_loss: 1.5871 - val_acc: 0.8395 Epoch 01039: val_loss did not improve from 0.55729 Epoch 1040/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 4s - loss: 6.7366e-05 - acc: 1.000 - ETA: 4s - loss: 4.7349e-05 - acc: 1.000 - ETA: 4s - loss: 3.6237e-05 - acc: 1.000 - ETA: 4s - loss: 2.9368e-05 - acc: 1.000 - ETA: 4s - loss: 2.9394e-05 - acc: 1.000 - ETA: 4s - loss: 2.5359e-05 - acc: 1.000 - ETA: 4s - loss: 2.2341e-05 - acc: 1.000 - ETA: 4s - loss: 2.0750e-05 - acc: 1.000 - ETA: 4s - loss: 1.8741e-05 - acc: 1.000 - ETA: 4s - loss: 1.7207e-05 - acc: 1.000 - ETA: 4s - loss: 1.5822e-05 - acc: 1.000 - ETA: 4s - loss: 1.7721e-05 - acc: 1.000 - ETA: 4s - loss: 1.6507e-05 - acc: 1.000 - ETA: 4s - loss: 1.5606e-05 - acc: 1.000 - ETA: 3s - loss: 1.4653e-05 - acc: 1.000 - ETA: 3s - loss: 1.3817e-05 - acc: 1.000 - ETA: 3s - loss: 1.3067e-05 - acc: 1.000 - ETA: 3s - loss: 1.2395e-05 - acc: 1.000 - ETA: 3s - loss: 1.1938e-05 - acc: 1.000 - ETA: 3s - loss: 1.1518e-05 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9994 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 777us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.5227 - val_acc: 0.8479 Epoch 01040: val_loss did not improve from 0.55729 Epoch 1041/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2457e-07 - acc: 1.000 - ETA: 4s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 1.8546e-07 - acc: 1.000 - ETA: 4s - loss: 5.4059e-06 - acc: 1.000 - ETA: 4s - loss: 4.4608e-06 - acc: 1.000 - ETA: 4s - loss: 3.9543e-06 - acc: 1.000 - ETA: 4s - loss: 0.0264 - acc: 0.9983 - ETA: 4s - loss: 0.0374 - acc: 0.997 - ETA: 4s - loss: 0.0344 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 775us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.5853 - val_acc: 0.8467 Epoch 01041: val_loss did not improve from 0.55729 Epoch 1042/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 1.5050e-07 - acc: 1.000 - ETA: 4s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 1.5125e-07 - acc: 1.000 - ETA: 4s - loss: 1.4514e-07 - acc: 1.000 - ETA: 4s - loss: 1.4966e-07 - acc: 1.000 - ETA: 4s - loss: 4.3744e-07 - acc: 1.000 - ETA: 4s - loss: 4.0599e-07 - acc: 1.000 - ETA: 4s - loss: 4.3589e-07 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9987 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 807us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.5439 - val_acc: 0.8551 Epoch 01042: val_loss did not improve from 0.55729 Epoch 1043/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.5030e-07 - acc: 1.000 - ETA: 4s - loss: 2.9908e-07 - acc: 1.000 - ETA: 4s - loss: 2.6524e-07 - acc: 1.000 - ETA: 4s - loss: 2.5245e-07 - acc: 1.000 - ETA: 4s - loss: 2.6929e-07 - acc: 1.000 - ETA: 4s - loss: 2.5118e-07 - acc: 1.000 - ETA: 4s - loss: 1.3550e-04 - acc: 1.000 - ETA: 4s - loss: 1.2196e-04 - acc: 1.000 - ETA: 4s - loss: 1.1088e-04 - acc: 1.000 - ETA: 4s - loss: 1.0165e-04 - acc: 1.000 - ETA: 4s - loss: 9.3843e-05 - acc: 1.000 - ETA: 4s - loss: 8.7296e-05 - acc: 1.000 - ETA: 4s - loss: 8.1486e-05 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9992 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 777us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.5961 - val_acc: 0.8551 Epoch 01043: val_loss did not improve from 0.55729 Epoch 1044/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.0875e-06 - acc: 1.000 - ETA: 5s - loss: 1.3956e-06 - acc: 1.000 - ETA: 4s - loss: 1.2439e-06 - acc: 1.000 - ETA: 4s - loss: 0.0527 - acc: 0.9955 - ETA: 4s - loss: 0.0387 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0198 - acc: 0.998 - ETA: 0s - loss: 0.0195 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - 5s 770us/step - loss: 0.0174 - acc: 0.9988 - val_loss: 1.5487 - val_acc: 0.8527 Epoch 01044: val_loss did not improve from 0.55729 Epoch 1045/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 0.0665 - acc: 0.9944 - ETA: 4s - loss: 0.0461 - acc: 0.996 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0319 - acc: 0.997 - ETA: 4s - loss: 0.0472 - acc: 0.996 - ETA: 4s - loss: 0.0435 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0318 - acc: 0.997 - ETA: 3s - loss: 0.0305 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 768us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.4645 - val_acc: 0.8539 Epoch 01045: val_loss did not improve from 0.55729 Epoch 1046/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.0676e-05 - acc: 1.000 - ETA: 4s - loss: 7.4289e-06 - acc: 1.000 - ETA: 4s - loss: 5.9637e-06 - acc: 1.000 - ETA: 4s - loss: 4.8652e-06 - acc: 1.000 - ETA: 4s - loss: 4.1609e-06 - acc: 1.000 - ETA: 4s - loss: 3.6050e-06 - acc: 1.000 - ETA: 4s - loss: 3.1879e-06 - acc: 1.000 - ETA: 4s - loss: 2.8889e-06 - acc: 1.000 - ETA: 4s - loss: 2.6201e-06 - acc: 1.000 - ETA: 4s - loss: 1.0127e-05 - acc: 1.000 - ETA: 4s - loss: 9.3101e-06 - acc: 1.000 - ETA: 4s - loss: 8.6219e-06 - acc: 1.000 - ETA: 4s - loss: 8.0257e-06 - acc: 1.000 - ETA: 4s - loss: 7.5072e-06 - acc: 1.000 - ETA: 3s - loss: 7.0531e-06 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9993 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.998 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 5s 767us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.4667 - val_acc: 0.8515 Epoch 01046: val_loss did not improve from 0.55729 Epoch 1047/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0862e-07 - acc: 1.000 - ETA: 4s - loss: 1.4544e-07 - acc: 1.000 - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.7904e-07 - acc: 1.000 - ETA: 4s - loss: 3.6132e-07 - acc: 1.000 - ETA: 4s - loss: 3.1520e-07 - acc: 1.000 - ETA: 4s - loss: 2.8682e-07 - acc: 1.000 - ETA: 4s - loss: 7.6220e-06 - acc: 1.000 - ETA: 4s - loss: 6.7165e-06 - acc: 1.000 - ETA: 4s - loss: 6.0096e-06 - acc: 1.000 - ETA: 4s - loss: 6.6550e-06 - acc: 1.000 - ETA: 4s - loss: 6.2132e-06 - acc: 1.000 - ETA: 4s - loss: 5.7054e-06 - acc: 1.000 - ETA: 4s - loss: 5.2831e-06 - acc: 1.000 - ETA: 4s - loss: 4.9142e-06 - acc: 1.000 - ETA: 4s - loss: 4.5946e-06 - acc: 1.000 - ETA: 4s - loss: 4.3160e-06 - acc: 1.000 - ETA: 3s - loss: 4.0813e-06 - acc: 1.000 - ETA: 3s - loss: 3.8893e-06 - acc: 1.000 - ETA: 3s - loss: 5.4051e-05 - acc: 1.000 - ETA: 3s - loss: 5.3774e-05 - acc: 1.000 - ETA: 3s - loss: 5.1228e-05 - acc: 1.000 - ETA: 3s - loss: 4.8906e-05 - acc: 1.000 - ETA: 3s - loss: 4.6789e-05 - acc: 1.000 - ETA: 3s - loss: 4.4860e-05 - acc: 1.000 - ETA: 3s - loss: 4.3071e-05 - acc: 1.000 - ETA: 3s - loss: 4.1420e-05 - acc: 1.000 - ETA: 3s - loss: 3.9890e-05 - acc: 1.000 - ETA: 3s - loss: 4.6997e-04 - acc: 0.999 - ETA: 3s - loss: 4.5377e-04 - acc: 0.999 - ETA: 3s - loss: 4.4234e-04 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.9992 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 764us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.4852 - val_acc: 0.8551 Epoch 01047: val_loss did not improve from 0.55729 Epoch 1048/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.3364e-05 - acc: 1.000 - ETA: 4s - loss: 1.3170e-05 - acc: 1.000 - ETA: 4s - loss: 7.3891e-06 - acc: 1.000 - ETA: 4s - loss: 5.9999e-06 - acc: 1.000 - ETA: 4s - loss: 4.6227e-06 - acc: 1.000 - ETA: 4s - loss: 4.2754e-06 - acc: 1.000 - ETA: 4s - loss: 3.6104e-06 - acc: 1.000 - ETA: 4s - loss: 3.1395e-06 - acc: 1.000 - ETA: 4s - loss: 2.7736e-06 - acc: 1.000 - ETA: 4s - loss: 2.4867e-06 - acc: 1.000 - ETA: 4s - loss: 2.2573e-06 - acc: 1.000 - ETA: 4s - loss: 2.0672e-06 - acc: 1.000 - ETA: 4s - loss: 1.9883e-06 - acc: 1.000 - ETA: 4s - loss: 1.8475e-06 - acc: 1.000 - ETA: 4s - loss: 1.7279e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 766us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.4681 - val_acc: 0.8563 Epoch 01048: val_loss did not improve from 0.55729 Epoch 1049/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 5.1499e-04 - acc: 1.000 - ETA: 4s - loss: 2.9722e-04 - acc: 1.000 - ETA: 4s - loss: 2.0644e-04 - acc: 1.000 - ETA: 4s - loss: 1.5794e-04 - acc: 1.000 - ETA: 4s - loss: 1.2791e-04 - acc: 1.000 - ETA: 4s - loss: 1.0747e-04 - acc: 1.000 - ETA: 4s - loss: 9.2705e-05 - acc: 1.000 - ETA: 4s - loss: 8.1567e-05 - acc: 1.000 - ETA: 4s - loss: 7.2763e-05 - acc: 1.000 - ETA: 4s - loss: 6.6214e-05 - acc: 1.000 - ETA: 4s - loss: 6.0345e-05 - acc: 1.000 - ETA: 4s - loss: 5.5429e-05 - acc: 1.000 - ETA: 4s - loss: 5.1381e-05 - acc: 1.000 - ETA: 4s - loss: 4.7806e-05 - acc: 1.000 - ETA: 4s - loss: 4.4679e-05 - acc: 1.000 - ETA: 3s - loss: 4.1940e-05 - acc: 1.000 - ETA: 3s - loss: 3.9516e-05 - acc: 1.000 - ETA: 3s - loss: 3.7363e-05 - acc: 1.000 - ETA: 3s - loss: 3.5431e-05 - acc: 1.000 - ETA: 3s - loss: 3.0556e-04 - acc: 1.000 - ETA: 3s - loss: 2.9466e-04 - acc: 1.000 - ETA: 3s - loss: 2.8127e-04 - acc: 1.000 - ETA: 3s - loss: 2.6905e-04 - acc: 1.000 - ETA: 3s - loss: 2.5785e-04 - acc: 1.000 - ETA: 3s - loss: 2.4754e-04 - acc: 1.000 - ETA: 3s - loss: 2.3887e-04 - acc: 1.000 - ETA: 3s - loss: 2.3073e-04 - acc: 1.000 - ETA: 3s - loss: 2.2249e-04 - acc: 1.000 - ETA: 3s - loss: 2.1482e-04 - acc: 1.000 - ETA: 3s - loss: 2.0767e-04 - acc: 1.000 - ETA: 3s - loss: 2.0097e-04 - acc: 1.000 - ETA: 3s - loss: 1.9470e-04 - acc: 1.000 - ETA: 3s - loss: 1.9024e-04 - acc: 1.000 - ETA: 2s - loss: 1.8461e-04 - acc: 1.000 - ETA: 2s - loss: 1.7931e-04 - acc: 1.000 - ETA: 2s - loss: 1.7430e-04 - acc: 1.000 - ETA: 2s - loss: 1.6956e-04 - acc: 1.000 - ETA: 2s - loss: 1.6507e-04 - acc: 1.000 - ETA: 2s - loss: 1.6388e-04 - acc: 1.000 - ETA: 2s - loss: 1.6077e-04 - acc: 1.000 - ETA: 2s - loss: 1.5681e-04 - acc: 1.000 - ETA: 2s - loss: 0.0016 - acc: 0.9997 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - 5s 766us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5749 - val_acc: 0.8479 Epoch 01049: val_loss did not improve from 0.55729 Epoch 1050/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 2.9743e-07 - acc: 1.000 - ETA: 4s - loss: 2.9710e-05 - acc: 1.000 - ETA: 4s - loss: 2.6336e-05 - acc: 1.000 - ETA: 4s - loss: 2.0174e-05 - acc: 1.000 - ETA: 4s - loss: 1.6478e-05 - acc: 1.000 - ETA: 4s - loss: 1.3921e-05 - acc: 1.000 - ETA: 4s - loss: 1.2100e-05 - acc: 1.000 - ETA: 4s - loss: 1.1213e-05 - acc: 1.000 - ETA: 4s - loss: 1.0324e-05 - acc: 1.000 - ETA: 4s - loss: 9.6021e-06 - acc: 1.000 - ETA: 4s - loss: 8.7603e-06 - acc: 1.000 - ETA: 4s - loss: 8.0558e-06 - acc: 1.000 - ETA: 4s - loss: 7.4741e-06 - acc: 1.000 - ETA: 4s - loss: 6.9585e-06 - acc: 1.000 - ETA: 4s - loss: 1.3232e-05 - acc: 1.000 - ETA: 3s - loss: 1.2425e-05 - acc: 1.000 - ETA: 3s - loss: 1.1885e-05 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9993 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 768us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.5883 - val_acc: 0.8431 Epoch 01050: val_loss did not improve from 0.55729 Epoch 1051/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 1.7770e-07 - acc: 1.000 - ETA: 4s - loss: 1.8875e-07 - acc: 1.000 - ETA: 4s - loss: 7.1040e-05 - acc: 1.000 - ETA: 4s - loss: 5.6741e-05 - acc: 1.000 - ETA: 4s - loss: 4.7383e-05 - acc: 1.000 - ETA: 4s - loss: 4.1983e-05 - acc: 1.000 - ETA: 4s - loss: 3.6440e-05 - acc: 1.000 - ETA: 4s - loss: 3.5941e-05 - acc: 1.000 - ETA: 4s - loss: 3.2192e-05 - acc: 1.000 - ETA: 4s - loss: 2.9138e-05 - acc: 1.000 - ETA: 4s - loss: 2.7614e-05 - acc: 1.000 - ETA: 4s - loss: 2.5422e-05 - acc: 1.000 - ETA: 4s - loss: 2.3548e-05 - acc: 1.000 - ETA: 4s - loss: 2.1965e-05 - acc: 1.000 - ETA: 4s - loss: 2.0563e-05 - acc: 1.000 - ETA: 4s - loss: 2.0041e-05 - acc: 1.000 - ETA: 3s - loss: 1.8939e-05 - acc: 1.000 - ETA: 3s - loss: 1.7934e-05 - acc: 1.000 - ETA: 3s - loss: 1.9126e-05 - acc: 1.000 - ETA: 3s - loss: 1.8208e-05 - acc: 1.000 - ETA: 3s - loss: 1.7475e-05 - acc: 1.000 - ETA: 3s - loss: 1.6707e-05 - acc: 1.000 - ETA: 3s - loss: 1.6001e-05 - acc: 1.000 - ETA: 3s - loss: 1.5353e-05 - acc: 1.000 - ETA: 3s - loss: 1.4755e-05 - acc: 1.000 - ETA: 3s - loss: 1.4203e-05 - acc: 1.000 - ETA: 3s - loss: 1.3696e-05 - acc: 1.000 - ETA: 3s - loss: 1.3227e-05 - acc: 1.000 - ETA: 3s - loss: 1.3198e-05 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 801us/step - loss: 0.0153 - acc: 0.9990 - val_loss: 1.5651 - val_acc: 0.8539 Epoch 01051: val_loss did not improve from 0.55729 Epoch 1052/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2485e-07 - acc: 1.000 - ETA: 4s - loss: 4.1154e-05 - acc: 1.000 - ETA: 5s - loss: 2.5979e-05 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9958 - ETA: 4s - loss: 0.0108 - acc: 0.996 - ETA: 4s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0075 - acc: 0.997 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 833us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.4855 - val_acc: 0.8503 Epoch 01052: val_loss did not improve from 0.55729 Epoch 1053/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2943e-07 - acc: 1.000 - ETA: 5s - loss: 9.1926e-06 - acc: 1.000 - ETA: 5s - loss: 7.2598e-06 - acc: 1.000 - ETA: 5s - loss: 5.6955e-06 - acc: 1.000 - ETA: 4s - loss: 4.9943e-06 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9979 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.998 - 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loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 6s - loss: 1.3283e-07 - acc: 1.000 - ETA: 5s - loss: 1.8865e-07 - acc: 1.000 - ETA: 5s - loss: 1.7262e-07 - acc: 1.000 - ETA: 5s - loss: 1.6261e-07 - acc: 1.000 - ETA: 5s - loss: 1.5576e-07 - acc: 1.000 - ETA: 5s - loss: 1.3672e-05 - acc: 1.000 - ETA: 5s - loss: 1.2046e-05 - acc: 1.000 - ETA: 5s - loss: 1.1173e-05 - acc: 1.000 - ETA: 5s - loss: 9.8333e-06 - acc: 1.000 - ETA: 5s - loss: 9.0371e-06 - acc: 1.000 - ETA: 4s - loss: 8.1456e-06 - acc: 1.000 - ETA: 4s - loss: 7.5859e-06 - acc: 1.000 - ETA: 4s - loss: 6.9521e-06 - acc: 1.000 - ETA: 4s - loss: 6.5421e-06 - acc: 1.000 - ETA: 4s - loss: 6.1816e-06 - acc: 1.000 - ETA: 4s - loss: 5.9251e-06 - acc: 1.000 - ETA: 4s - loss: 5.6302e-06 - acc: 1.000 - ETA: 4s - loss: 5.3673e-06 - acc: 1.000 - ETA: 4s - loss: 5.0522e-06 - acc: 1.000 - ETA: 4s - loss: 4.8378e-06 - acc: 1.000 - ETA: 4s - loss: 4.6444e-06 - acc: 1.000 - ETA: 4s - loss: 2.5825e-05 - acc: 1.000 - ETA: 4s - 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acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 854us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5181 - val_acc: 0.8431 Epoch 01054: val_loss did not improve from 0.55729 Epoch 1055/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0381e-05 - acc: 1.000 - ETA: 5s - loss: 2.0670e-05 - acc: 1.000 - ETA: 5s - loss: 1.9732e-05 - acc: 1.000 - ETA: 5s - loss: 1.5211e-05 - acc: 1.000 - ETA: 5s - loss: 1.2444e-05 - acc: 1.000 - ETA: 5s - loss: 1.0499e-05 - acc: 1.000 - ETA: 5s - loss: 8.6945e-06 - acc: 1.000 - ETA: 5s - loss: 7.7050e-06 - acc: 1.000 - ETA: 5s - loss: 6.9205e-06 - acc: 1.000 - ETA: 5s - loss: 6.2838e-06 - acc: 1.000 - ETA: 4s - loss: 5.7554e-06 - acc: 1.000 - ETA: 4s - loss: 5.3134e-06 - acc: 1.000 - ETA: 4s - loss: 5.0242e-06 - acc: 1.000 - ETA: 4s - loss: 4.7022e-06 - acc: 1.000 - ETA: 4s - loss: 4.6687e-06 - acc: 1.000 - ETA: 4s - loss: 4.5225e-06 - acc: 1.000 - ETA: 4s - loss: 3.1004e-04 - acc: 1.000 - ETA: 4s - loss: 2.8831e-04 - acc: 1.000 - ETA: 4s - loss: 2.7463e-04 - acc: 1.000 - ETA: 4s - loss: 2.6157e-04 - acc: 1.000 - ETA: 4s - loss: 2.4972e-04 - acc: 1.000 - ETA: 4s - loss: 2.3887e-04 - acc: 1.000 - ETA: 4s - loss: 2.2893e-04 - acc: 1.000 - ETA: 4s - loss: 2.1774e-04 - acc: 1.000 - ETA: 4s - loss: 2.1239e-04 - acc: 1.000 - ETA: 4s - loss: 2.0463e-04 - acc: 1.000 - ETA: 4s - loss: 1.9513e-04 - acc: 1.000 - ETA: 4s - loss: 1.8855e-04 - acc: 1.000 - ETA: 4s - loss: 1.8241e-04 - acc: 1.000 - ETA: 3s - loss: 1.7665e-04 - acc: 1.000 - ETA: 3s - loss: 1.7133e-04 - acc: 1.000 - ETA: 3s - loss: 1.6662e-04 - acc: 1.000 - ETA: 3s - loss: 1.6182e-04 - acc: 1.000 - ETA: 3s - loss: 1.5729e-04 - acc: 1.000 - ETA: 3s - loss: 1.5303e-04 - acc: 1.000 - ETA: 3s - loss: 1.4897e-04 - acc: 1.000 - ETA: 3s - loss: 1.4905e-04 - acc: 1.000 - ETA: 3s - loss: 1.4529e-04 - acc: 1.000 - ETA: 3s - loss: 1.4172e-04 - acc: 1.000 - ETA: 3s - loss: 1.3833e-04 - acc: 1.000 - ETA: 3s - loss: 1.3509e-04 - acc: 1.000 - ETA: 3s - loss: 1.3200e-04 - acc: 1.000 - ETA: 3s - loss: 1.2904e-04 - acc: 1.000 - ETA: 3s - loss: 1.2622e-04 - acc: 1.000 - ETA: 3s - loss: 0.0015 - acc: 0.9996 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 6s 848us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.5175 - val_acc: 0.8479 Epoch 01055: val_loss did not improve from 0.55729 Epoch 1056/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.1522e-05 - acc: 1.000 - ETA: 5s - loss: 6.1399e-05 - acc: 1.000 - ETA: 5s - loss: 4.4688e-05 - acc: 1.000 - ETA: 5s - loss: 3.5154e-05 - acc: 1.000 - ETA: 5s - loss: 2.9671e-05 - acc: 1.000 - ETA: 5s - loss: 2.5242e-05 - acc: 1.000 - ETA: 5s - loss: 2.1965e-05 - acc: 1.000 - ETA: 4s - loss: 3.3943e-05 - acc: 1.000 - ETA: 4s - loss: 3.0822e-05 - acc: 1.000 - ETA: 4s - loss: 2.7820e-05 - acc: 1.000 - ETA: 4s - loss: 2.5575e-05 - acc: 1.000 - ETA: 4s - loss: 2.3950e-05 - acc: 1.000 - ETA: 4s - loss: 2.1784e-05 - acc: 1.000 - ETA: 4s - loss: 2.1345e-05 - acc: 1.000 - ETA: 4s - loss: 2.0072e-05 - acc: 1.000 - ETA: 4s - loss: 1.9014e-05 - acc: 1.000 - ETA: 4s - loss: 1.7688e-05 - acc: 1.000 - ETA: 4s - loss: 1.6560e-05 - acc: 1.000 - ETA: 4s - loss: 1.5789e-05 - acc: 1.000 - ETA: 4s - loss: 1.5131e-05 - acc: 1.000 - ETA: 4s - loss: 1.4488e-05 - acc: 1.000 - ETA: 4s - loss: 1.3898e-05 - acc: 1.000 - ETA: 4s - loss: 1.3398e-05 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9994 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 6s 825us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.5881 - val_acc: 0.8395 Epoch 01056: val_loss did not improve from 0.55729 Epoch 1057/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 3.5614e-07 - acc: 1.000 - ETA: 5s - loss: 9.4357e-06 - acc: 1.000 - ETA: 5s - loss: 0.0662 - acc: 0.9955 - ETA: 5s - loss: 0.0520 - acc: 0.996 - ETA: 5s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 806us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.4362 - val_acc: 0.8575 Epoch 01057: val_loss did not improve from 0.55729 Epoch 1058/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.3032e-07 - acc: 1.000 - ETA: 4s - loss: 1.5954e-07 - acc: 1.000 - ETA: 4s - loss: 1.5184e-07 - acc: 1.000 - ETA: 4s - loss: 1.4739e-07 - acc: 1.000 - ETA: 4s - loss: 3.3998e-07 - acc: 1.000 - ETA: 4s - loss: 1.7752e-06 - acc: 1.000 - ETA: 4s - loss: 1.6262e-06 - acc: 1.000 - ETA: 4s - loss: 1.6471e-06 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 801us/step - loss: 0.0147 - acc: 0.9990 - val_loss: 1.5537 - val_acc: 0.8407 Epoch 01058: val_loss did not improve from 0.55729 Epoch 1059/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.4874e-07 - acc: 1.000 - ETA: 4s - loss: 1.5994e-07 - acc: 1.000 - ETA: 4s - loss: 8.3784e-07 - acc: 1.000 - ETA: 4s - loss: 7.4093e-07 - acc: 1.000 - ETA: 4s - loss: 6.5067e-07 - acc: 1.000 - ETA: 4s - loss: 5.9530e-07 - acc: 1.000 - ETA: 4s - loss: 5.7514e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 804us/step - loss: 0.0149 - acc: 0.9990 - val_loss: 1.5498 - val_acc: 0.8467 Epoch 01059: val_loss did not improve from 0.55729 Epoch 1060/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0067 - acc: 1.000 - ETA: 5s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 0.1016 - acc: 0.993 - ETA: 5s - loss: 0.0739 - acc: 0.995 - ETA: 5s - loss: 0.0581 - acc: 0.996 - ETA: 5s - loss: 0.0452 - acc: 0.997 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0450 - acc: 0.997 - ETA: 4s - loss: 0.0405 - acc: 0.997 - ETA: 4s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0294 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0364 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0399 - acc: 0.997 - ETA: 3s - loss: 0.0383 - acc: 0.997 - ETA: 3s - loss: 0.0373 - acc: 0.997 - ETA: 3s - loss: 0.0359 - acc: 0.997 - ETA: 3s - loss: 0.0347 - acc: 0.997 - ETA: 3s - loss: 0.0335 - acc: 0.997 - ETA: 3s - loss: 0.0327 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0303 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 2s - loss: 0.0281 - acc: 0.997 - ETA: 2s - loss: 0.0273 - acc: 0.998 - ETA: 2s - loss: 0.0266 - acc: 0.998 - ETA: 2s - loss: 0.0261 - acc: 0.998 - ETA: 2s - loss: 0.0254 - acc: 0.998 - ETA: 2s - loss: 0.0249 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 804us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.5392 - val_acc: 0.8491 Epoch 01060: val_loss did not improve from 0.55729 Epoch 1061/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4841e-04 - acc: 1.000 - ETA: 5s - loss: 1.2492e-04 - acc: 1.000 - ETA: 4s - loss: 1.4982e-04 - acc: 1.000 - ETA: 4s - loss: 1.1255e-04 - acc: 1.000 - ETA: 4s - loss: 9.4802e-05 - acc: 1.000 - ETA: 4s - loss: 7.8402e-05 - acc: 1.000 - ETA: 4s - loss: 6.9370e-05 - acc: 1.000 - ETA: 4s - loss: 6.0137e-05 - acc: 1.000 - ETA: 4s - loss: 5.3076e-05 - acc: 1.000 - ETA: 4s - loss: 0.0213 - acc: 0.9987 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 803us/step - loss: 0.0117 - acc: 0.9990 - val_loss: 1.6539 - val_acc: 0.8431 Epoch 01061: val_loss did not improve from 0.55729 Epoch 1062/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4544e-07 - acc: 1.000 - ETA: 5s - loss: 0.0698 - acc: 0.9944 - ETA: 5s - loss: 0.0524 - acc: 0.995 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 804us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.5244 - val_acc: 0.8515 Epoch 01062: val_loss did not improve from 0.55729 Epoch 1063/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1618 - acc: 0.9875 - ETA: 5s - loss: 0.0925 - acc: 0.992 - ETA: 5s - loss: 0.0647 - acc: 0.995 - ETA: 5s - loss: 0.0498 - acc: 0.996 - ETA: 5s - loss: 0.0405 - acc: 0.996 - ETA: 5s - loss: 0.0341 - acc: 0.997 - ETA: 5s - loss: 0.0295 - acc: 0.997 - ETA: 5s - loss: 0.0249 - acc: 0.998 - ETA: 5s - loss: 0.0216 - acc: 0.998 - ETA: 5s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 812us/step - loss: 0.0146 - acc: 0.9990 - val_loss: 1.5116 - val_acc: 0.8515 Epoch 01063: val_loss did not improve from 0.55729 Epoch 1064/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2748e-06 - acc: 1.000 - ETA: 5s - loss: 2.0540e-05 - acc: 1.000 - ETA: 5s - loss: 1.4978e-05 - acc: 1.000 - ETA: 4s - loss: 1.1591e-05 - acc: 1.000 - ETA: 4s - loss: 9.1783e-06 - acc: 1.000 - ETA: 4s - loss: 7.9433e-06 - acc: 1.000 - ETA: 4s - loss: 7.0087e-06 - acc: 1.000 - ETA: 4s - loss: 6.1461e-06 - acc: 1.000 - ETA: 4s - loss: 5.4155e-06 - acc: 1.000 - ETA: 4s - loss: 4.9746e-06 - acc: 1.000 - ETA: 4s - loss: 4.4947e-06 - acc: 1.000 - ETA: 4s - loss: 4.3015e-06 - acc: 1.000 - ETA: 4s - loss: 3.9474e-06 - acc: 1.000 - ETA: 4s - loss: 3.6479e-06 - acc: 1.000 - ETA: 4s - loss: 3.4519e-06 - acc: 1.000 - ETA: 4s - loss: 3.2222e-06 - acc: 1.000 - ETA: 4s - loss: 3.0758e-06 - acc: 1.000 - ETA: 4s - loss: 2.9088e-06 - acc: 1.000 - ETA: 4s - loss: 9.1284e-06 - acc: 1.000 - ETA: 4s - loss: 8.7530e-06 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 0.9993 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 803us/step - loss: 0.0073 - acc: 0.9991 - val_loss: 1.5996 - val_acc: 0.8395 Epoch 01064: val_loss did not improve from 0.55729 Epoch 1065/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2322e-06 - acc: 1.000 - ETA: 4s - loss: 9.1792e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 802us/step - loss: 0.0142 - acc: 0.9988 - val_loss: 1.4991 - val_acc: 0.8467 Epoch 01065: val_loss did not improve from 0.55729 Epoch 1066/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 4s - loss: 2.8968e-07 - acc: 1.000 - ETA: 5s - loss: 1.3453e-06 - acc: 1.000 - ETA: 5s - loss: 1.0109e-06 - acc: 1.000 - ETA: 4s - loss: 7.8644e-07 - acc: 1.000 - ETA: 5s - loss: 6.7523e-07 - acc: 1.000 - ETA: 4s - loss: 5.8186e-07 - acc: 1.000 - ETA: 4s - loss: 5.3254e-07 - acc: 1.000 - ETA: 4s - loss: 4.7789e-07 - acc: 1.000 - ETA: 4s - loss: 4.3451e-07 - acc: 1.000 - ETA: 4s - loss: 4.8829e-07 - acc: 1.000 - ETA: 4s - loss: 4.5153e-07 - acc: 1.000 - ETA: 4s - loss: 4.4248e-07 - acc: 1.000 - ETA: 4s - loss: 4.1592e-07 - acc: 1.000 - ETA: 4s - loss: 4.5045e-07 - acc: 1.000 - ETA: 4s - loss: 8.7450e-05 - acc: 1.000 - ETA: 4s - loss: 8.2854e-05 - acc: 1.000 - ETA: 4s - loss: 7.8736e-05 - acc: 1.000 - ETA: 4s - loss: 7.3823e-05 - acc: 1.000 - ETA: 4s - loss: 6.9490e-05 - acc: 1.000 - ETA: 4s - loss: 6.6562e-05 - acc: 1.000 - ETA: 4s - loss: 6.3019e-05 - acc: 1.000 - ETA: 4s - loss: 6.0605e-05 - acc: 1.000 - ETA: 3s - loss: 2.7822e-04 - acc: 1.000 - ETA: 3s - loss: 2.6544e-04 - acc: 1.000 - ETA: 3s - loss: 2.6586e-04 - acc: 1.000 - ETA: 3s - loss: 2.5443e-04 - acc: 1.000 - ETA: 3s - loss: 2.4650e-04 - acc: 1.000 - ETA: 3s - loss: 2.3664e-04 - acc: 1.000 - ETA: 3s - loss: 2.2977e-04 - acc: 1.000 - ETA: 3s - loss: 3.0481e-04 - acc: 1.000 - ETA: 3s - loss: 0.0029 - acc: 0.9995 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 809us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.4944 - val_acc: 0.8611 Epoch 01066: val_loss did not improve from 0.55729 Epoch 1067/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.2246e-07 - acc: 1.000 - ETA: 4s - loss: 1.2696e-07 - acc: 1.000 - ETA: 5s - loss: 1.2583e-07 - acc: 1.000 - ETA: 4s - loss: 1.2476e-07 - acc: 1.000 - ETA: 4s - loss: 3.5156e-07 - acc: 1.000 - ETA: 4s - loss: 3.2845e-07 - acc: 1.000 - ETA: 4s - loss: 3.4391e-07 - acc: 1.000 - ETA: 4s - loss: 3.2252e-07 - acc: 1.000 - ETA: 4s - loss: 3.1964e-07 - acc: 1.000 - ETA: 4s - loss: 3.8676e-07 - acc: 1.000 - ETA: 4s - loss: 3.7006e-07 - acc: 1.000 - ETA: 4s - loss: 3.5378e-07 - acc: 1.000 - ETA: 4s - loss: 3.4500e-07 - acc: 1.000 - ETA: 4s - loss: 3.2994e-07 - acc: 1.000 - ETA: 4s - loss: 3.2148e-07 - acc: 1.000 - ETA: 4s - loss: 3.3517e-07 - acc: 1.000 - ETA: 4s - loss: 3.2564e-07 - acc: 1.000 - ETA: 4s - loss: 3.7904e-07 - acc: 1.000 - ETA: 4s - loss: 3.6920e-07 - acc: 1.000 - ETA: 3s - loss: 3.5767e-07 - acc: 1.000 - ETA: 3s - loss: 3.9451e-07 - acc: 1.000 - ETA: 3s - loss: 4.2029e-07 - acc: 1.000 - ETA: 3s - loss: 4.0691e-07 - acc: 1.000 - ETA: 3s - loss: 4.1465e-07 - acc: 1.000 - ETA: 3s - loss: 4.0246e-07 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 819us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.5875 - val_acc: 0.8407 Epoch 01067: val_loss did not improve from 0.55729 Epoch 1068/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.6642e-06 - acc: 1.000 - ETA: 5s - loss: 1.7562e-06 - acc: 1.000 - ETA: 5s - loss: 1.1134e-06 - acc: 1.000 - ETA: 5s - loss: 9.3556e-07 - acc: 1.000 - ETA: 4s - loss: 7.1787e-07 - acc: 1.000 - ETA: 5s - loss: 6.4177e-07 - acc: 1.000 - ETA: 4s - loss: 5.6712e-07 - acc: 1.000 - ETA: 4s - loss: 5.2181e-07 - acc: 1.000 - ETA: 4s - loss: 4.7928e-07 - acc: 1.000 - ETA: 4s - loss: 4.3417e-07 - acc: 1.000 - ETA: 4s - loss: 5.0012e-06 - acc: 1.000 - ETA: 4s - loss: 4.4882e-06 - acc: 1.000 - ETA: 4s - loss: 9.7319e-06 - acc: 1.000 - ETA: 4s - loss: 1.2179e-05 - acc: 1.000 - ETA: 4s - loss: 0.0165 - acc: 0.9990 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 823us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.6150 - val_acc: 0.8455 Epoch 01068: val_loss did not improve from 0.55729 Epoch 1069/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.6963e-05 - acc: 1.000 - ETA: 5s - loss: 7.5244e-05 - acc: 1.000 - ETA: 5s - loss: 5.2713e-05 - acc: 1.000 - ETA: 5s - loss: 1.6387e-04 - acc: 1.000 - ETA: 5s - loss: 1.3331e-04 - acc: 1.000 - ETA: 5s - loss: 1.0673e-04 - acc: 1.000 - ETA: 5s - loss: 9.2821e-05 - acc: 1.000 - ETA: 4s - loss: 7.9088e-05 - acc: 1.000 - ETA: 4s - loss: 7.2607e-05 - acc: 1.000 - ETA: 4s - loss: 6.6231e-05 - acc: 1.000 - ETA: 4s - loss: 6.1639e-05 - acc: 1.000 - ETA: 4s - loss: 5.5796e-05 - acc: 1.000 - ETA: 4s - loss: 5.2086e-05 - acc: 1.000 - ETA: 4s - loss: 4.8434e-05 - acc: 1.000 - ETA: 4s - loss: 4.5648e-05 - acc: 1.000 - ETA: 4s - loss: 4.2396e-05 - acc: 1.000 - ETA: 4s - loss: 4.0329e-05 - acc: 1.000 - ETA: 4s - loss: 5.6596e-05 - acc: 1.000 - ETA: 4s - loss: 5.6781e-05 - acc: 1.000 - ETA: 4s - loss: 5.4352e-05 - acc: 1.000 - ETA: 4s - loss: 5.1421e-05 - acc: 1.000 - ETA: 4s - loss: 4.9429e-05 - acc: 1.000 - ETA: 4s - loss: 4.7580e-05 - acc: 1.000 - ETA: 4s - loss: 4.5867e-05 - acc: 1.000 - ETA: 3s - loss: 4.3775e-05 - acc: 1.000 - ETA: 3s - loss: 4.2321e-05 - acc: 1.000 - ETA: 3s - loss: 4.0529e-05 - acc: 1.000 - ETA: 3s - loss: 3.9284e-05 - acc: 1.000 - ETA: 3s - loss: 3.8125e-05 - acc: 1.000 - ETA: 3s - loss: 3.6666e-05 - acc: 1.000 - ETA: 3s - loss: 0.0018 - acc: 0.9995 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 6s 827us/step - loss: 0.0103 - acc: 0.9990 - val_loss: 1.4953 - val_acc: 0.8431 Epoch 01069: val_loss did not improve from 0.55729 Epoch 1070/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 5.6776e-04 - acc: 1.000 - ETA: 5s - loss: 3.6351e-04 - acc: 1.000 - ETA: 5s - loss: 2.8564e-04 - acc: 1.000 - ETA: 5s - loss: 2.2246e-04 - acc: 1.000 - ETA: 4s - loss: 1.9070e-04 - acc: 1.000 - ETA: 4s - loss: 1.6687e-04 - acc: 1.000 - ETA: 4s - loss: 1.4449e-04 - acc: 1.000 - ETA: 4s - loss: 1.3053e-04 - acc: 1.000 - ETA: 4s - loss: 1.1902e-04 - acc: 1.000 - ETA: 4s - loss: 2.8319e-04 - acc: 1.000 - ETA: 4s - loss: 2.6196e-04 - acc: 1.000 - ETA: 4s - loss: 2.3824e-04 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9989 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 809us/step - loss: 0.0117 - acc: 0.9988 - val_loss: 1.6243 - val_acc: 0.8359 Epoch 01070: val_loss did not improve from 0.55729 Epoch 1071/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.7817e-07 - acc: 1.000 - ETA: 5s - loss: 1.6397e-04 - acc: 1.000 - ETA: 5s - loss: 8.2047e-05 - acc: 1.000 - ETA: 5s - loss: 5.9709e-05 - acc: 1.000 - ETA: 4s - loss: 4.3839e-05 - acc: 1.000 - ETA: 5s - loss: 3.6562e-05 - acc: 1.000 - ETA: 4s - loss: 0.0367 - acc: 0.9977 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 815us/step - loss: 0.0140 - acc: 0.9990 - val_loss: 1.6075 - val_acc: 0.8335 Epoch 01071: val_loss did not improve from 0.55729 Epoch 1072/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.5013e-07 - acc: 1.000 - ETA: 5s - loss: 3.3468e-06 - acc: 1.000 - ETA: 4s - loss: 2.5444e-06 - acc: 1.000 - ETA: 5s - loss: 0.0328 - acc: 0.9972 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 818us/step - loss: 0.0138 - acc: 0.9990 - val_loss: 1.6727 - val_acc: 0.8323 Epoch 01072: val_loss did not improve from 0.55729 Epoch 1073/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8151e-06 - acc: 1.000 - ETA: 5s - loss: 1.1015e-06 - acc: 1.000 - ETA: 5s - loss: 7.4510e-07 - acc: 1.000 - ETA: 5s - loss: 6.1694e-07 - acc: 1.000 - ETA: 5s - loss: 1.0084e-06 - acc: 1.000 - ETA: 4s - loss: 9.5159e-07 - acc: 1.000 - ETA: 4s - loss: 8.2020e-07 - acc: 1.000 - ETA: 4s - loss: 8.6441e-07 - acc: 1.000 - ETA: 4s - loss: 7.7461e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-06 - acc: 1.000 - ETA: 4s - loss: 1.2882e-06 - acc: 1.000 - ETA: 4s - loss: 7.2244e-06 - acc: 1.000 - ETA: 4s - loss: 6.7507e-06 - acc: 1.000 - ETA: 4s - loss: 6.3458e-06 - acc: 1.000 - ETA: 4s - loss: 0.0140 - acc: 0.9990 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 814us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6031 - val_acc: 0.8479 Epoch 01073: val_loss did not improve from 0.55729 Epoch 1074/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3337e-07 - acc: 1.000 - ETA: 5s - loss: 4.0830e-07 - acc: 1.000 - ETA: 5s - loss: 8.1362e-07 - acc: 1.000 - ETA: 5s - loss: 6.6482e-07 - acc: 1.000 - ETA: 5s - loss: 5.6593e-07 - acc: 1.000 - ETA: 4s - loss: 8.9354e-07 - acc: 1.000 - ETA: 4s - loss: 1.6489e-06 - acc: 1.000 - ETA: 4s - loss: 1.4852e-06 - acc: 1.000 - ETA: 4s - loss: 2.7191e-06 - acc: 1.000 - ETA: 4s - loss: 2.4426e-06 - acc: 1.000 - ETA: 4s - loss: 2.6419e-06 - acc: 1.000 - ETA: 4s - loss: 2.4618e-06 - acc: 1.000 - ETA: 4s - loss: 2.1309e-05 - acc: 1.000 - ETA: 4s - loss: 2.0011e-05 - acc: 1.000 - ETA: 4s - loss: 2.4099e-05 - acc: 1.000 - ETA: 4s - loss: 2.5207e-05 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9992 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 809us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.5057 - val_acc: 0.8599 Epoch 01074: val_loss did not improve from 0.55729 Epoch 1075/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0398e-07 - acc: 1.000 - ETA: 5s - loss: 4.0382e-07 - acc: 1.000 - ETA: 5s - loss: 2.7605e-06 - acc: 1.000 - ETA: 5s - loss: 1.9738e-06 - acc: 1.000 - ETA: 5s - loss: 0.0110 - acc: 0.9964 - ETA: 5s - loss: 0.0086 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.997 - ETA: 4s - loss: 0.0063 - acc: 0.997 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.998 - ETA: 3s - loss: 0.0032 - acc: 0.998 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 813us/step - loss: 0.0107 - acc: 0.9988 - val_loss: 1.5697 - val_acc: 0.8395 Epoch 01075: val_loss did not improve from 0.55729 Epoch 1076/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 2.1105e-04 - acc: 1.000 - ETA: 5s - loss: 1.3197e-04 - acc: 1.000 - ETA: 5s - loss: 9.6042e-05 - acc: 1.000 - ETA: 5s - loss: 7.0464e-05 - acc: 1.000 - ETA: 5s - loss: 5.9659e-05 - acc: 1.000 - ETA: 4s - loss: 4.8928e-05 - acc: 1.000 - ETA: 4s - loss: 4.3071e-05 - acc: 1.000 - ETA: 4s - loss: 4.1606e-05 - acc: 1.000 - ETA: 4s - loss: 3.7723e-05 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 815us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.6192 - val_acc: 0.8407 Epoch 01076: val_loss did not improve from 0.55729 Epoch 1077/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2091e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 3.5550e-07 - acc: 1.000 - ETA: 5s - loss: 3.1380e-07 - acc: 1.000 - ETA: 5s - loss: 8.9649e-05 - acc: 1.000 - ETA: 4s - loss: 7.5335e-05 - acc: 1.000 - ETA: 4s - loss: 6.6979e-05 - acc: 1.000 - ETA: 4s - loss: 6.0296e-05 - acc: 1.000 - ETA: 4s - loss: 5.4831e-05 - acc: 1.000 - ETA: 4s - loss: 5.0271e-05 - acc: 1.000 - ETA: 4s - loss: 4.5256e-05 - acc: 1.000 - ETA: 4s - loss: 4.2108e-05 - acc: 1.000 - ETA: 4s - loss: 3.8535e-05 - acc: 1.000 - ETA: 4s - loss: 3.5538e-05 - acc: 1.000 - ETA: 4s - loss: 3.3572e-05 - acc: 1.000 - ETA: 4s - loss: 3.1268e-05 - acc: 1.000 - ETA: 4s - loss: 2.9258e-05 - acc: 1.000 - ETA: 4s - loss: 2.7913e-05 - acc: 1.000 - ETA: 4s - loss: 2.6994e-05 - acc: 1.000 - ETA: 4s - loss: 2.5501e-05 - acc: 1.000 - ETA: 4s - loss: 2.4485e-05 - acc: 1.000 - ETA: 4s - loss: 2.3616e-05 - acc: 1.000 - ETA: 4s - loss: 2.2470e-05 - acc: 1.000 - ETA: 3s - loss: 2.1434e-05 - acc: 1.000 - ETA: 3s - loss: 2.0716e-05 - acc: 1.000 - ETA: 3s - loss: 2.0065e-05 - acc: 1.000 - ETA: 3s - loss: 1.9436e-05 - acc: 1.000 - ETA: 3s - loss: 1.8659e-05 - acc: 1.000 - ETA: 3s - loss: 1.8115e-05 - acc: 1.000 - ETA: 3s - loss: 1.7601e-05 - acc: 1.000 - ETA: 3s - loss: 1.7005e-05 - acc: 1.000 - ETA: 3s - loss: 1.6407e-05 - acc: 1.000 - ETA: 3s - loss: 1.5987e-05 - acc: 1.000 - ETA: 3s - loss: 1.5459e-05 - acc: 1.000 - ETA: 3s - loss: 1.5086e-05 - acc: 1.000 - ETA: 3s - loss: 1.4615e-05 - acc: 1.000 - ETA: 3s - loss: 1.4172e-05 - acc: 1.000 - ETA: 3s - loss: 1.5146e-05 - acc: 1.000 - ETA: 3s - loss: 1.4819e-05 - acc: 1.000 - ETA: 3s - loss: 1.4403e-05 - acc: 1.000 - ETA: 3s - loss: 1.4010e-05 - acc: 1.000 - ETA: 2s - loss: 1.3640e-05 - acc: 1.000 - ETA: 2s - loss: 1.3373e-05 - acc: 1.000 - ETA: 2s - loss: 1.3177e-05 - acc: 1.000 - ETA: 2s - loss: 1.2955e-05 - acc: 1.000 - ETA: 2s - loss: 1.2640e-05 - acc: 1.000 - ETA: 2s - loss: 1.2414e-05 - acc: 1.000 - ETA: 2s - loss: 1.2125e-05 - acc: 1.000 - ETA: 2s - loss: 1.1917e-05 - acc: 1.000 - ETA: 2s - loss: 1.3193e-05 - acc: 1.000 - ETA: 2s - loss: 1.2904e-05 - acc: 1.000 - ETA: 2s - loss: 1.2665e-05 - acc: 1.000 - ETA: 2s - loss: 1.2464e-05 - acc: 1.000 - ETA: 2s - loss: 0.0037 - acc: 0.9997 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 811us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5922 - val_acc: 0.8479 Epoch 01077: val_loss did not improve from 0.55729 Epoch 1078/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 3.2961e-07 - acc: 1.000 - ETA: 5s - loss: 0.0102 - acc: 0.9944 - ETA: 5s - loss: 0.0077 - acc: 0.995 - ETA: 4s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0040 - acc: 0.997 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 802us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.6840 - val_acc: 0.8395 Epoch 01078: val_loss did not improve from 0.55729 Epoch 1079/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 2.5844e-06 - acc: 1.000 - ETA: 5s - loss: 2.3565e-06 - acc: 1.000 - ETA: 4s - loss: 1.7972e-06 - acc: 1.000 - ETA: 4s - loss: 1.5696e-06 - acc: 1.000 - ETA: 4s - loss: 1.3459e-06 - acc: 1.000 - ETA: 4s - loss: 1.2044e-06 - acc: 1.000 - ETA: 4s - loss: 1.0617e-06 - acc: 1.000 - ETA: 4s - loss: 9.7767e-07 - acc: 1.000 - ETA: 4s - loss: 8.8551e-07 - acc: 1.000 - ETA: 4s - loss: 8.1227e-07 - acc: 1.000 - ETA: 4s - loss: 1.2838e-06 - acc: 1.000 - ETA: 4s - loss: 1.1869e-06 - acc: 1.000 - ETA: 4s - loss: 1.1241e-06 - acc: 1.000 - ETA: 4s - loss: 1.0530e-06 - acc: 1.000 - ETA: 4s - loss: 1.0076e-06 - acc: 1.000 - ETA: 4s - loss: 4.5587e-04 - acc: 1.000 - ETA: 4s - loss: 4.2835e-04 - acc: 1.000 - ETA: 4s - loss: 4.0974e-04 - acc: 1.000 - ETA: 4s - loss: 3.8733e-04 - acc: 1.000 - ETA: 4s - loss: 3.6783e-04 - acc: 1.000 - ETA: 3s - loss: 3.5404e-04 - acc: 1.000 - ETA: 3s - loss: 3.3737e-04 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9994 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - 5s 805us/step - loss: 0.0158 - acc: 0.9988 - val_loss: 1.5062 - val_acc: 0.8443 Epoch 01079: val_loss did not improve from 0.55729 Epoch 1080/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 3.7611e-07 - acc: 1.000 - ETA: 5s - loss: 2.7977e-07 - acc: 1.000 - ETA: 4s - loss: 2.5556e-07 - acc: 1.000 - ETA: 4s - loss: 3.2366e-07 - acc: 1.000 - ETA: 4s - loss: 2.8250e-07 - acc: 1.000 - ETA: 4s - loss: 3.5102e-07 - acc: 1.000 - ETA: 4s - loss: 4.0302e-07 - acc: 1.000 - ETA: 4s - loss: 3.7710e-07 - acc: 1.000 - ETA: 4s - loss: 3.5474e-07 - acc: 1.000 - ETA: 4s - loss: 3.2152e-05 - acc: 1.000 - ETA: 4s - loss: 3.5731e-05 - acc: 1.000 - ETA: 4s - loss: 3.3303e-05 - acc: 1.000 - ETA: 4s - loss: 3.0540e-05 - acc: 1.000 - ETA: 4s - loss: 2.8201e-05 - acc: 1.000 - ETA: 4s - loss: 2.6670e-05 - acc: 1.000 - ETA: 4s - loss: 1.3914e-04 - acc: 1.000 - ETA: 4s - loss: 1.8217e-04 - acc: 1.000 - ETA: 4s - loss: 1.7542e-04 - acc: 1.000 - ETA: 4s - loss: 1.6540e-04 - acc: 1.000 - ETA: 4s - loss: 1.5876e-04 - acc: 1.000 - ETA: 3s - loss: 1.5200e-04 - acc: 1.000 - ETA: 3s - loss: 1.4454e-04 - acc: 1.000 - ETA: 3s - loss: 1.3938e-04 - acc: 1.000 - ETA: 3s - loss: 1.3306e-04 - acc: 1.000 - ETA: 3s - loss: 1.2735e-04 - acc: 1.000 - ETA: 3s - loss: 1.2334e-04 - acc: 1.000 - ETA: 3s - loss: 1.1836e-04 - acc: 1.000 - ETA: 3s - loss: 1.1488e-04 - acc: 1.000 - ETA: 3s - loss: 1.1057e-04 - acc: 1.000 - ETA: 3s - loss: 1.0661e-04 - acc: 1.000 - ETA: 3s - loss: 1.0378e-04 - acc: 1.000 - ETA: 3s - loss: 1.0025e-04 - acc: 1.000 - ETA: 3s - loss: 1.5154e-04 - acc: 1.000 - ETA: 3s - loss: 1.7891e-04 - acc: 1.000 - ETA: 3s - loss: 1.7333e-04 - acc: 1.000 - ETA: 3s - loss: 1.6939e-04 - acc: 1.000 - ETA: 3s - loss: 1.6560e-04 - acc: 1.000 - ETA: 3s - loss: 1.6080e-04 - acc: 1.000 - ETA: 2s - loss: 1.5628e-04 - acc: 1.000 - ETA: 2s - loss: 1.5200e-04 - acc: 1.000 - ETA: 2s - loss: 1.4926e-04 - acc: 1.000 - ETA: 2s - loss: 1.4536e-04 - acc: 1.000 - ETA: 2s - loss: 0.0039 - acc: 0.9997 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 804us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5585 - val_acc: 0.8455 Epoch 01080: val_loss did not improve from 0.55729 Epoch 1081/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.1160e-07 - acc: 1.000 - ETA: 5s - loss: 1.4961e-07 - acc: 1.000 - ETA: 5s - loss: 0.0333 - acc: 0.9944 - ETA: 5s - loss: 0.0250 - acc: 0.995 - ETA: 5s - loss: 0.0188 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 803us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.5634 - val_acc: 0.8563 Epoch 01081: val_loss did not improve from 0.55729 Epoch 1082/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9744e-07 - acc: 1.000 - ETA: 5s - loss: 1.9707e-07 - acc: 1.000 - ETA: 4s - loss: 2.0837e-07 - acc: 1.000 - ETA: 4s - loss: 2.0901e-07 - acc: 1.000 - ETA: 4s - loss: 1.9011e-07 - acc: 1.000 - ETA: 4s - loss: 1.8058e-07 - acc: 1.000 - ETA: 4s - loss: 1.7778e-07 - acc: 1.000 - ETA: 4s - loss: 0.0275 - acc: 0.9983 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 804us/step - loss: 0.0123 - acc: 0.9987 - val_loss: 1.5214 - val_acc: 0.8527 Epoch 01082: val_loss did not improve from 0.55729 Epoch 1083/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5438e-07 - acc: 1.000 - ETA: 5s - loss: 6.5122e-06 - acc: 1.000 - ETA: 4s - loss: 4.5488e-06 - acc: 1.000 - ETA: 4s - loss: 4.2750e-06 - acc: 1.000 - ETA: 4s - loss: 3.4439e-06 - acc: 1.000 - ETA: 4s - loss: 2.8897e-06 - acc: 1.000 - ETA: 4s - loss: 2.5036e-06 - acc: 1.000 - ETA: 4s - loss: 2.2765e-06 - acc: 1.000 - ETA: 4s - loss: 2.0306e-06 - acc: 1.000 - ETA: 4s - loss: 1.8375e-06 - acc: 1.000 - ETA: 4s - loss: 1.7162e-06 - acc: 1.000 - ETA: 4s - loss: 1.5907e-06 - acc: 1.000 - ETA: 4s - loss: 1.4742e-06 - acc: 1.000 - ETA: 4s - loss: 1.3986e-06 - acc: 1.000 - ETA: 4s - loss: 1.3089e-06 - acc: 1.000 - ETA: 4s - loss: 1.2391e-06 - acc: 1.000 - ETA: 4s - loss: 1.1866e-06 - acc: 1.000 - ETA: 4s - loss: 1.1427e-06 - acc: 1.000 - ETA: 4s - loss: 1.3406e-06 - acc: 1.000 - ETA: 4s - loss: 1.2917e-06 - acc: 1.000 - ETA: 3s - loss: 1.2466e-06 - acc: 1.000 - ETA: 3s - loss: 1.1916e-06 - acc: 1.000 - ETA: 3s - loss: 1.1456e-06 - acc: 1.000 - ETA: 3s - loss: 1.1123e-06 - acc: 1.000 - ETA: 3s - loss: 1.0739e-06 - acc: 1.000 - ETA: 3s - loss: 1.0441e-06 - acc: 1.000 - ETA: 3s - loss: 1.0071e-06 - acc: 1.000 - ETA: 3s - loss: 9.7294e-07 - acc: 1.000 - ETA: 3s - loss: 9.4901e-07 - acc: 1.000 - ETA: 3s - loss: 0.0042 - acc: 0.9995 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 802us/step - loss: 0.0134 - acc: 0.9987 - val_loss: 1.6142 - val_acc: 0.8479 Epoch 01083: val_loss did not improve from 0.55729 Epoch 1084/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0059 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.000 - ETA: 5s - loss: 7.4119e-04 - acc: 1.000 - ETA: 5s - loss: 5.4157e-04 - acc: 1.000 - ETA: 4s - loss: 3.9729e-04 - acc: 1.000 - ETA: 4s - loss: 3.1368e-04 - acc: 1.000 - ETA: 4s - loss: 2.5915e-04 - acc: 1.000 - ETA: 4s - loss: 2.2926e-04 - acc: 1.000 - ETA: 4s - loss: 1.9875e-04 - acc: 1.000 - ETA: 4s - loss: 1.8069e-04 - acc: 1.000 - ETA: 4s - loss: 1.6117e-04 - acc: 1.000 - ETA: 4s - loss: 1.4603e-04 - acc: 1.000 - ETA: 4s - loss: 1.3998e-04 - acc: 1.000 - ETA: 4s - loss: 1.2833e-04 - acc: 1.000 - ETA: 4s - loss: 1.1848e-04 - acc: 1.000 - ETA: 4s - loss: 1.1202e-04 - acc: 1.000 - ETA: 4s - loss: 1.0443e-04 - acc: 1.000 - ETA: 4s - loss: 9.9399e-05 - acc: 1.000 - ETA: 4s - loss: 9.3382e-05 - acc: 1.000 - ETA: 4s - loss: 1.2938e-04 - acc: 1.000 - ETA: 4s - loss: 1.2411e-04 - acc: 1.000 - ETA: 3s - loss: 1.1767e-04 - acc: 1.000 - ETA: 3s - loss: 1.1219e-04 - acc: 1.000 - ETA: 3s - loss: 1.0819e-04 - acc: 1.000 - ETA: 3s - loss: 4.1025e-04 - acc: 1.000 - ETA: 3s - loss: 3.9243e-04 - acc: 1.000 - ETA: 3s - loss: 3.8004e-04 - acc: 1.000 - ETA: 3s - loss: 3.6469e-04 - acc: 1.000 - ETA: 3s - loss: 3.5411e-04 - acc: 1.000 - ETA: 3s - loss: 4.3383e-04 - acc: 1.000 - ETA: 3s - loss: 4.1807e-04 - acc: 1.000 - ETA: 3s - loss: 4.0341e-04 - acc: 1.000 - ETA: 3s - loss: 3.9307e-04 - acc: 1.000 - ETA: 3s - loss: 3.8008e-04 - acc: 1.000 - ETA: 3s - loss: 3.7089e-04 - acc: 1.000 - ETA: 3s - loss: 3.5935e-04 - acc: 1.000 - ETA: 3s - loss: 0.0048 - acc: 0.9996 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - 5s 803us/step - loss: 0.0170 - acc: 0.9987 - val_loss: 1.6312 - val_acc: 0.8407 Epoch 01084: val_loss did not improve from 0.55729 Epoch 1085/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0601 - acc: 0.950 - ETA: 5s - loss: 0.0150 - acc: 0.987 - ETA: 5s - loss: 0.0075 - acc: 0.993 - ETA: 5s - loss: 0.0055 - acc: 0.995 - ETA: 4s - loss: 0.0040 - acc: 0.996 - ETA: 5s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5515e-04 - acc: 0.999 - ETA: 4s - loss: 9.1174e-04 - acc: 0.999 - ETA: 4s - loss: 8.7210e-04 - acc: 0.999 - ETA: 4s - loss: 8.3578e-04 - acc: 0.999 - ETA: 4s - loss: 7.9180e-04 - acc: 0.999 - ETA: 4s - loss: 7.6173e-04 - acc: 0.999 - ETA: 4s - loss: 7.2503e-04 - acc: 0.999 - ETA: 3s - loss: 8.1006e-04 - acc: 0.999 - ETA: 3s - loss: 7.8307e-04 - acc: 0.999 - ETA: 3s - loss: 7.4975e-04 - acc: 0.999 - ETA: 3s - loss: 7.2665e-04 - acc: 0.999 - ETA: 3s - loss: 6.9788e-04 - acc: 0.999 - ETA: 3s - loss: 6.7130e-04 - acc: 0.999 - ETA: 3s - loss: 6.5266e-04 - acc: 0.999 - ETA: 3s - loss: 6.2935e-04 - acc: 0.999 - ETA: 3s - loss: 6.1295e-04 - acc: 0.999 - ETA: 3s - loss: 5.9235e-04 - acc: 0.999 - ETA: 3s - loss: 5.7311e-04 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.9992 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 809us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.6261 - val_acc: 0.8503 Epoch 01085: val_loss did not improve from 0.55729 Epoch 1086/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2602e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.8358e-07 - acc: 1.000 - ETA: 5s - loss: 1.7285e-07 - acc: 1.000 - ETA: 4s - loss: 1.6310e-07 - acc: 1.000 - ETA: 4s - loss: 1.5853e-07 - acc: 1.000 - ETA: 4s - loss: 1.5487e-07 - acc: 1.000 - ETA: 4s - loss: 1.9823e-07 - acc: 1.000 - ETA: 4s - loss: 1.9322e-07 - acc: 1.000 - ETA: 4s - loss: 1.9297e-07 - acc: 1.000 - ETA: 4s - loss: 1.8824e-07 - acc: 1.000 - ETA: 4s - loss: 1.8332e-07 - acc: 1.000 - ETA: 4s - loss: 1.7905e-07 - acc: 1.000 - ETA: 4s - loss: 0.0096 - acc: 0.9991 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 804us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.6728 - val_acc: 0.8455 Epoch 01086: val_loss did not improve from 0.55729 Epoch 1087/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3769e-07 - acc: 1.000 - ETA: 5s - loss: 1.5125e-07 - acc: 1.000 - ETA: 5s - loss: 1.4106e-07 - acc: 1.000 - ETA: 5s - loss: 1.3669e-07 - acc: 1.000 - ETA: 4s - loss: 5.1012e-07 - acc: 1.000 - ETA: 4s - loss: 4.5681e-07 - acc: 1.000 - ETA: 4s - loss: 4.3353e-07 - acc: 1.000 - ETA: 4s - loss: 4.0101e-07 - acc: 1.000 - ETA: 4s - loss: 3.8353e-07 - acc: 1.000 - ETA: 4s - loss: 3.5681e-07 - acc: 1.000 - ETA: 4s - loss: 3.4244e-07 - acc: 1.000 - ETA: 4s - loss: 3.3130e-07 - acc: 1.000 - ETA: 4s - loss: 3.1496e-07 - acc: 1.000 - ETA: 4s - loss: 2.9961e-07 - acc: 1.000 - ETA: 4s - loss: 2.8959e-07 - acc: 1.000 - ETA: 4s - loss: 1.5147e-04 - acc: 1.000 - ETA: 4s - loss: 2.0971e-04 - acc: 1.000 - ETA: 4s - loss: 1.9685e-04 - acc: 1.000 - ETA: 4s - loss: 1.8545e-04 - acc: 1.000 - ETA: 4s - loss: 1.7773e-04 - acc: 1.000 - ETA: 4s - loss: 1.6963e-04 - acc: 1.000 - ETA: 4s - loss: 1.6401e-04 - acc: 1.000 - ETA: 3s - loss: 1.5611e-04 - acc: 1.000 - ETA: 3s - loss: 1.4894e-04 - acc: 1.000 - ETA: 3s - loss: 1.4401e-04 - acc: 1.000 - ETA: 3s - loss: 1.3937e-04 - acc: 1.000 - ETA: 3s - loss: 1.7047e-04 - acc: 1.000 - ETA: 3s - loss: 1.6366e-04 - acc: 1.000 - ETA: 3s - loss: 1.5737e-04 - acc: 1.000 - ETA: 3s - loss: 1.5297e-04 - acc: 1.000 - ETA: 3s - loss: 1.4751e-04 - acc: 1.000 - ETA: 3s - loss: 1.4239e-04 - acc: 1.000 - ETA: 3s - loss: 1.3878e-04 - acc: 1.000 - ETA: 3s - loss: 1.3424e-04 - acc: 1.000 - ETA: 3s - loss: 0.0056 - acc: 0.9996 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 804us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.7068 - val_acc: 0.8407 Epoch 01087: val_loss did not improve from 0.55729 Epoch 1088/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4745e-04 - acc: 1.000 - ETA: 5s - loss: 8.9155e-05 - acc: 1.000 - ETA: 5s - loss: 0.0104 - acc: 0.9937 - ETA: 5s - loss: 0.0076 - acc: 0.995 - ETA: 4s - loss: 0.0056 - acc: 0.996 - ETA: 5s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9581e-04 - acc: 0.999 - ETA: 3s - loss: 9.5055e-04 - acc: 0.999 - ETA: 3s - loss: 9.1922e-04 - acc: 0.999 - ETA: 3s - loss: 8.8055e-04 - acc: 0.999 - ETA: 3s - loss: 8.4506e-04 - acc: 0.999 - ETA: 3s - loss: 8.2021e-04 - acc: 0.999 - ETA: 3s - loss: 7.8927e-04 - acc: 0.999 - ETA: 3s - loss: 7.6755e-04 - acc: 0.999 - ETA: 3s - loss: 7.4040e-04 - acc: 0.999 - ETA: 3s - loss: 7.2126e-04 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.9992 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 809us/step - loss: 0.0139 - acc: 0.9990 - val_loss: 1.6769 - val_acc: 0.8455 Epoch 01088: val_loss did not improve from 0.55729 Epoch 1089/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4231e-07 - acc: 1.000 - ETA: 5s - loss: 1.3241e-07 - acc: 1.000 - ETA: 5s - loss: 1.2761e-07 - acc: 1.000 - ETA: 4s - loss: 9.1939e-07 - acc: 1.000 - ETA: 5s - loss: 7.9596e-07 - acc: 1.000 - ETA: 4s - loss: 1.3155e-06 - acc: 1.000 - ETA: 4s - loss: 1.1315e-06 - acc: 1.000 - ETA: 4s - loss: 1.0268e-06 - acc: 1.000 - ETA: 4s - loss: 9.3662e-07 - acc: 1.000 - ETA: 4s - loss: 8.4825e-07 - acc: 1.000 - ETA: 4s - loss: 7.9357e-07 - acc: 1.000 - ETA: 4s - loss: 7.3545e-07 - acc: 1.000 - ETA: 4s - loss: 6.8981e-07 - acc: 1.000 - ETA: 4s - loss: 0.0158 - acc: 0.9990 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 805us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.6228 - val_acc: 0.8479 Epoch 01089: val_loss did not improve from 0.55729 Epoch 1090/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8014e-07 - acc: 1.000 - ETA: 5s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 1.8105e-07 - acc: 1.000 - ETA: 5s - loss: 1.6445e-07 - acc: 1.000 - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 4s - loss: 2.2477e-07 - acc: 1.000 - ETA: 4s - loss: 2.2000e-07 - acc: 1.000 - ETA: 4s - loss: 2.0896e-07 - acc: 1.000 - ETA: 4s - loss: 2.0703e-07 - acc: 1.000 - ETA: 4s - loss: 2.0211e-07 - acc: 1.000 - ETA: 4s - loss: 1.9323e-07 - acc: 1.000 - ETA: 4s - loss: 2.2344e-07 - acc: 1.000 - ETA: 4s - loss: 2.1830e-07 - acc: 1.000 - ETA: 4s - loss: 2.1388e-07 - acc: 1.000 - ETA: 4s - loss: 2.8874e-07 - acc: 1.000 - ETA: 4s - loss: 2.7954e-07 - acc: 1.000 - ETA: 4s - loss: 2.6848e-07 - acc: 1.000 - ETA: 4s - loss: 2.7150e-07 - acc: 1.000 - ETA: 4s - loss: 2.6795e-07 - acc: 1.000 - ETA: 4s - loss: 2.6209e-07 - acc: 1.000 - ETA: 4s - loss: 2.5419e-07 - acc: 1.000 - ETA: 4s - loss: 2.4740e-07 - acc: 1.000 - ETA: 3s - loss: 2.4253e-07 - acc: 1.000 - ETA: 3s - loss: 2.6998e-07 - acc: 1.000 - ETA: 3s - loss: 3.0728e-07 - acc: 1.000 - ETA: 3s - loss: 0.0013 - acc: 0.9994 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9054e-04 - acc: 0.999 - ETA: 3s - loss: 9.5824e-04 - acc: 0.999 - ETA: 3s - loss: 9.3527e-04 - acc: 0.999 - ETA: 3s - loss: 9.0627e-04 - acc: 0.999 - ETA: 3s - loss: 8.8570e-04 - acc: 0.999 - ETA: 3s - loss: 8.5966e-04 - acc: 0.999 - ETA: 3s - loss: 8.4119e-04 - acc: 0.999 - ETA: 2s - loss: 8.1767e-04 - acc: 0.999 - ETA: 2s - loss: 8.0168e-04 - acc: 0.999 - ETA: 2s - loss: 7.8030e-04 - acc: 0.999 - ETA: 2s - loss: 7.6501e-04 - acc: 0.999 - ETA: 2s - loss: 7.4552e-04 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.9994 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 803us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.7405 - val_acc: 0.8359 Epoch 01090: val_loss did not improve from 0.55729 Epoch 1091/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.7321e-07 - acc: 1.000 - ETA: 5s - loss: 3.6955e-07 - acc: 1.000 - ETA: 5s - loss: 5.6412e-07 - acc: 1.000 - ETA: 5s - loss: 4.8870e-06 - acc: 1.000 - ETA: 4s - loss: 3.7340e-06 - acc: 1.000 - ETA: 5s - loss: 3.1683e-06 - acc: 1.000 - ETA: 4s - loss: 2.7343e-06 - acc: 1.000 - ETA: 4s - loss: 2.3340e-06 - acc: 1.000 - ETA: 4s - loss: 2.1159e-06 - acc: 1.000 - ETA: 4s - loss: 1.9044e-06 - acc: 1.000 - ETA: 4s - loss: 1.7151e-06 - acc: 1.000 - ETA: 4s - loss: 1.5926e-06 - acc: 1.000 - ETA: 4s - loss: 1.7243e-06 - acc: 1.000 - ETA: 4s - loss: 1.5877e-06 - acc: 1.000 - ETA: 4s - loss: 1.5227e-06 - acc: 1.000 - ETA: 4s - loss: 2.3236e-06 - acc: 1.000 - ETA: 4s - loss: 2.1691e-06 - acc: 1.000 - ETA: 4s - loss: 1.5938e-04 - acc: 1.000 - ETA: 4s - loss: 1.4958e-04 - acc: 1.000 - ETA: 4s - loss: 1.4311e-04 - acc: 1.000 - ETA: 4s - loss: 1.3707e-04 - acc: 1.000 - ETA: 4s - loss: 1.2979e-04 - acc: 1.000 - ETA: 4s - loss: 1.2333e-04 - acc: 1.000 - ETA: 3s - loss: 1.1882e-04 - acc: 1.000 - ETA: 3s - loss: 1.1330e-04 - acc: 1.000 - ETA: 3s - loss: 1.0948e-04 - acc: 1.000 - ETA: 3s - loss: 1.0479e-04 - acc: 1.000 - ETA: 3s - loss: 1.0056e-04 - acc: 1.000 - ETA: 3s - loss: 9.7544e-05 - acc: 1.000 - ETA: 3s - loss: 9.4706e-05 - acc: 1.000 - ETA: 3s - loss: 9.1171e-05 - acc: 1.000 - ETA: 3s - loss: 8.7909e-05 - acc: 1.000 - ETA: 3s - loss: 8.5600e-05 - acc: 1.000 - ETA: 3s - loss: 9.0052e-05 - acc: 1.000 - ETA: 3s - loss: 8.7119e-05 - acc: 1.000 - ETA: 3s - loss: 8.5014e-05 - acc: 1.000 - ETA: 3s - loss: 8.3014e-05 - acc: 1.000 - ETA: 3s - loss: 8.0485e-05 - acc: 1.000 - ETA: 3s - loss: 7.8686e-05 - acc: 1.000 - ETA: 3s - loss: 7.6412e-05 - acc: 1.000 - ETA: 3s - loss: 7.4264e-05 - acc: 1.000 - ETA: 2s - loss: 7.2730e-05 - acc: 1.000 - ETA: 2s - loss: 7.0783e-05 - acc: 1.000 - ETA: 2s - loss: 6.9540e-05 - acc: 1.000 - ETA: 2s - loss: 6.7810e-05 - acc: 1.000 - ETA: 2s - loss: 6.6533e-05 - acc: 1.000 - ETA: 2s - loss: 6.4903e-05 - acc: 1.000 - ETA: 2s - loss: 6.3352e-05 - acc: 1.000 - ETA: 2s - loss: 6.2417e-05 - acc: 1.000 - ETA: 2s - loss: 6.0985e-05 - acc: 1.000 - ETA: 2s - loss: 5.9619e-05 - acc: 1.000 - ETA: 2s - loss: 5.8632e-05 - acc: 1.000 - ETA: 2s - loss: 5.7679e-05 - acc: 1.000 - ETA: 2s - loss: 0.0013 - acc: 0.9997 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 0.0010 - acc: 0.999 - ETA: 1s - loss: 9.9042e-04 - acc: 0.999 - ETA: 1s - loss: 9.7503e-04 - acc: 0.999 - ETA: 1s - loss: 9.5980e-04 - acc: 0.999 - ETA: 1s - loss: 9.4868e-04 - acc: 0.999 - ETA: 1s - loss: 9.3439e-04 - acc: 0.999 - ETA: 1s - loss: 9.8889e-04 - acc: 0.999 - ETA: 1s - loss: 9.7800e-04 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.9996 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 809us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.6168 - val_acc: 0.8467 Epoch 01091: val_loss did not improve from 0.55729 Epoch 1092/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 3.3567e-06 - acc: 1.000 - ETA: 5s - loss: 2.4663e-06 - acc: 1.000 - ETA: 5s - loss: 1.8896e-06 - acc: 1.000 - ETA: 4s - loss: 1.4896e-06 - acc: 1.000 - ETA: 4s - loss: 1.2011e-06 - acc: 1.000 - ETA: 4s - loss: 1.0750e-06 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 801us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.5779 - val_acc: 0.8383 Epoch 01092: val_loss did not improve from 0.55729 Epoch 1093/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 3.9749e-07 - acc: 1.000 - ETA: 5s - loss: 3.2160e-07 - acc: 1.000 - ETA: 4s - loss: 2.6763e-07 - acc: 1.000 - ETA: 4s - loss: 2.3638e-07 - acc: 1.000 - ETA: 4s - loss: 2.2040e-07 - acc: 1.000 - ETA: 4s - loss: 1.8987e-04 - acc: 1.000 - ETA: 4s - loss: 1.6503e-04 - acc: 1.000 - ETA: 4s - loss: 1.5004e-04 - acc: 1.000 - ETA: 4s - loss: 1.3433e-04 - acc: 1.000 - ETA: 4s - loss: 1.2437e-04 - acc: 1.000 - ETA: 4s - loss: 1.1308e-04 - acc: 1.000 - ETA: 4s - loss: 1.0366e-04 - acc: 1.000 - ETA: 4s - loss: 9.7572e-05 - acc: 1.000 - ETA: 4s - loss: 9.0495e-05 - acc: 1.000 - ETA: 4s - loss: 8.4370e-05 - acc: 1.000 - ETA: 4s - loss: 8.0293e-05 - acc: 1.000 - ETA: 4s - loss: 7.5434e-05 - acc: 1.000 - ETA: 4s - loss: 7.2160e-05 - acc: 1.000 - ETA: 4s - loss: 6.8212e-05 - acc: 1.000 - ETA: 3s - loss: 6.4687e-05 - acc: 1.000 - ETA: 3s - loss: 6.2265e-05 - acc: 1.000 - ETA: 3s - loss: 5.9306e-05 - acc: 1.000 - ETA: 3s - loss: 5.6617e-05 - acc: 1.000 - ETA: 3s - loss: 5.4755e-05 - acc: 1.000 - ETA: 3s - loss: 5.2466e-05 - acc: 1.000 - ETA: 3s - loss: 5.0358e-05 - acc: 1.000 - ETA: 3s - loss: 4.8881e-05 - acc: 1.000 - ETA: 3s - loss: 4.7496e-05 - acc: 1.000 - ETA: 3s - loss: 4.5757e-05 - acc: 1.000 - ETA: 3s - loss: 0.0072 - acc: 0.9996 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 5s 805us/step - loss: 0.0088 - acc: 0.9993 - val_loss: 1.5621 - val_acc: 0.8503 Epoch 01093: val_loss did not improve from 0.55729 Epoch 1094/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 3.6955e-07 - acc: 1.000 - ETA: 4s - loss: 3.5639e-07 - acc: 1.000 - ETA: 4s - loss: 3.1014e-07 - acc: 1.000 - ETA: 4s - loss: 2.4237e-06 - acc: 1.000 - ETA: 4s - loss: 2.1499e-06 - acc: 1.000 - ETA: 4s - loss: 1.8976e-06 - acc: 1.000 - ETA: 4s - loss: 1.6762e-06 - acc: 1.000 - ETA: 4s - loss: 1.5467e-06 - acc: 1.000 - ETA: 4s - loss: 1.3970e-06 - acc: 1.000 - ETA: 4s - loss: 1.3202e-06 - acc: 1.000 - ETA: 4s - loss: 1.2401e-06 - acc: 1.000 - ETA: 4s - loss: 1.1644e-06 - acc: 1.000 - ETA: 4s - loss: 1.1041e-06 - acc: 1.000 - ETA: 4s - loss: 1.1293e-06 - acc: 1.000 - ETA: 4s - loss: 1.0779e-06 - acc: 1.000 - ETA: 4s - loss: 1.0170e-06 - acc: 1.000 - ETA: 4s - loss: 9.7829e-07 - acc: 1.000 - ETA: 4s - loss: 9.2988e-07 - acc: 1.000 - ETA: 4s - loss: 8.8969e-07 - acc: 1.000 - ETA: 4s - loss: 1.2343e-06 - acc: 1.000 - ETA: 3s - loss: 1.1792e-06 - acc: 1.000 - ETA: 3s - loss: 1.1685e-06 - acc: 1.000 - ETA: 3s - loss: 1.1409e-06 - acc: 1.000 - ETA: 3s - loss: 1.1553e-06 - acc: 1.000 - ETA: 3s - loss: 1.1143e-06 - acc: 1.000 - ETA: 3s - loss: 1.0743e-06 - acc: 1.000 - ETA: 3s - loss: 1.1202e-06 - acc: 1.000 - ETA: 3s - loss: 1.0826e-06 - acc: 1.000 - ETA: 3s - loss: 1.0670e-06 - acc: 1.000 - ETA: 3s - loss: 1.0346e-06 - acc: 1.000 - ETA: 3s - loss: 1.0109e-06 - acc: 1.000 - ETA: 3s - loss: 9.8881e-07 - acc: 1.000 - ETA: 3s - loss: 9.6743e-07 - acc: 1.000 - ETA: 3s - loss: 9.4327e-07 - acc: 1.000 - ETA: 3s - loss: 9.3020e-07 - acc: 1.000 - ETA: 3s - loss: 9.0586e-07 - acc: 1.000 - ETA: 3s - loss: 8.8851e-07 - acc: 1.000 - ETA: 3s - loss: 8.6676e-07 - acc: 1.000 - ETA: 2s - loss: 8.5108e-07 - acc: 1.000 - ETA: 2s - loss: 8.3116e-07 - acc: 1.000 - ETA: 2s - loss: 8.1264e-07 - acc: 1.000 - ETA: 2s - loss: 7.9913e-07 - acc: 1.000 - ETA: 2s - loss: 1.0047e-06 - acc: 1.000 - ETA: 2s - loss: 9.8820e-07 - acc: 1.000 - ETA: 2s - loss: 0.0049 - acc: 0.9997 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - 5s 807us/step - loss: 0.0132 - acc: 0.9991 - val_loss: 1.6054 - val_acc: 0.8491 Epoch 01094: val_loss did not improve from 0.55729 Epoch 1095/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1776 - acc: 0.9875 - ETA: 5s - loss: 0.0888 - acc: 0.993 - ETA: 4s - loss: 0.1264 - acc: 0.991 - ETA: 4s - loss: 0.1011 - acc: 0.993 - ETA: 4s - loss: 0.0798 - acc: 0.994 - ETA: 4s - loss: 0.0659 - acc: 0.995 - ETA: 4s - loss: 0.0562 - acc: 0.996 - ETA: 4s - loss: 0.0506 - acc: 0.996 - ETA: 4s - loss: 0.0501 - acc: 0.995 - ETA: 4s - loss: 0.0447 - acc: 0.995 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 804us/step - loss: 0.0136 - acc: 0.9990 - val_loss: 1.6795 - val_acc: 0.8419 Epoch 01095: val_loss did not improve from 0.55729 Epoch 1096/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1971e-07 - acc: 1.000 - ETA: 4s - loss: 1.1958e-07 - acc: 1.000 - ETA: 4s - loss: 1.2189e-07 - acc: 1.000 - ETA: 4s - loss: 1.2154e-07 - acc: 1.000 - ETA: 4s - loss: 4.4132e-07 - acc: 1.000 - ETA: 4s - loss: 4.0911e-07 - acc: 1.000 - ETA: 4s - loss: 3.7500e-07 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9986 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 805us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.6412 - val_acc: 0.8467 Epoch 01096: val_loss did not improve from 0.55729 Epoch 1097/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 4.0191e-07 - acc: 1.000 - ETA: 5s - loss: 1.3585e-06 - acc: 1.000 - ETA: 4s - loss: 1.0280e-06 - acc: 1.000 - ETA: 5s - loss: 8.7789e-07 - acc: 1.000 - ETA: 4s - loss: 7.6636e-07 - acc: 1.000 - ETA: 4s - loss: 6.6680e-07 - acc: 1.000 - ETA: 4s - loss: 6.8096e-07 - acc: 1.000 - ETA: 4s - loss: 7.3263e-07 - acc: 1.000 - ETA: 4s - loss: 6.6776e-07 - acc: 1.000 - ETA: 4s - loss: 6.3206e-07 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.9989 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 6s 848us/step - loss: 0.0115 - acc: 0.9987 - val_loss: 1.5171 - val_acc: 0.8455 Epoch 01097: val_loss did not improve from 0.55729 Epoch 1098/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1964e-07 - acc: 1.000 - ETA: 5s - loss: 2.3395e-07 - acc: 1.000 - ETA: 5s - loss: 4.6565e-06 - acc: 1.000 - ETA: 5s - loss: 3.9973e-06 - acc: 1.000 - ETA: 5s - loss: 3.3881e-06 - acc: 1.000 - ETA: 5s - loss: 2.9423e-06 - acc: 1.000 - ETA: 5s - loss: 2.7401e-06 - acc: 1.000 - ETA: 5s - loss: 2.6283e-06 - acc: 1.000 - ETA: 5s - loss: 2.3860e-06 - acc: 1.000 - ETA: 5s - loss: 4.0698e-06 - acc: 1.000 - ETA: 5s - loss: 3.7514e-06 - acc: 1.000 - ETA: 4s - loss: 3.4044e-06 - acc: 1.000 - ETA: 4s - loss: 3.1816e-06 - acc: 1.000 - ETA: 4s - loss: 2.9861e-06 - acc: 1.000 - ETA: 4s - loss: 2.8518e-06 - acc: 1.000 - ETA: 4s - loss: 2.7255e-06 - acc: 1.000 - ETA: 4s - loss: 2.5896e-06 - acc: 1.000 - ETA: 4s - loss: 2.5167e-06 - acc: 1.000 - ETA: 4s - loss: 2.4033e-06 - acc: 1.000 - ETA: 4s - loss: 2.3180e-06 - acc: 1.000 - ETA: 4s - loss: 2.2212e-06 - acc: 1.000 - ETA: 4s - loss: 2.1328e-06 - acc: 1.000 - ETA: 4s - loss: 3.7386e-06 - acc: 1.000 - ETA: 4s - loss: 3.5977e-06 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9994 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 6s 849us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.5953 - val_acc: 0.8491 Epoch 01098: val_loss did not improve from 0.55729 Epoch 1099/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.2550e-07 - acc: 1.000 - ETA: 5s - loss: 4.8727e-07 - acc: 1.000 - ETA: 4s - loss: 3.9787e-07 - acc: 1.000 - ETA: 4s - loss: 1.3367e-06 - acc: 1.000 - ETA: 4s - loss: 1.2249e-06 - acc: 1.000 - ETA: 4s - loss: 1.1076e-06 - acc: 1.000 - ETA: 4s - loss: 1.3149e-06 - acc: 1.000 - ETA: 4s - loss: 0.0244 - acc: 0.9985 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 6s 842us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.5534 - val_acc: 0.8455 Epoch 01099: val_loss did not improve from 0.55729 Epoch 1100/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.2482e-07 - acc: 1.000 - ETA: 5s - loss: 6.0551e-07 - acc: 1.000 - ETA: 4s - loss: 5.3199e-07 - acc: 1.000 - ETA: 4s - loss: 4.6681e-07 - acc: 1.000 - ETA: 4s - loss: 4.8819e-05 - acc: 1.000 - ETA: 4s - loss: 4.3304e-05 - acc: 1.000 - ETA: 4s - loss: 3.7628e-05 - acc: 1.000 - ETA: 4s - loss: 3.3227e-05 - acc: 1.000 - ETA: 4s - loss: 3.0659e-05 - acc: 1.000 - ETA: 4s - loss: 2.7717e-05 - acc: 1.000 - ETA: 4s - loss: 2.5836e-05 - acc: 1.000 - ETA: 4s - loss: 2.3700e-05 - acc: 1.000 - ETA: 4s - loss: 2.2631e-05 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0311 - acc: 0.997 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 805us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6194 - val_acc: 0.8371 Epoch 01100: val_loss did not improve from 0.55729 Epoch 1101/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 2.3060e-07 - acc: 1.000 - ETA: 5s - loss: 2.0239e-07 - acc: 1.000 - ETA: 4s - loss: 1.9630e-07 - acc: 1.000 - ETA: 4s - loss: 1.8038e-07 - acc: 1.000 - ETA: 4s - loss: 2.2845e-06 - acc: 1.000 - ETA: 4s - loss: 1.9514e-06 - acc: 1.000 - ETA: 4s - loss: 1.7103e-06 - acc: 1.000 - ETA: 4s - loss: 1.5233e-06 - acc: 1.000 - ETA: 4s - loss: 1.4094e-06 - acc: 1.000 - ETA: 4s - loss: 1.2878e-06 - acc: 1.000 - ETA: 4s - loss: 1.3072e-06 - acc: 1.000 - ETA: 4s - loss: 1.2330e-06 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9990 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 808us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6016 - val_acc: 0.8443 Epoch 01101: val_loss did not improve from 0.55729 Epoch 1102/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.7492e-07 - acc: 1.000 - ETA: 5s - loss: 2.8387e-07 - acc: 1.000 - ETA: 5s - loss: 2.3171e-07 - acc: 1.000 - ETA: 5s - loss: 2.0921e-07 - acc: 1.000 - ETA: 4s - loss: 2.0203e-07 - acc: 1.000 - ETA: 4s - loss: 2.0343e-07 - acc: 1.000 - ETA: 4s - loss: 1.9601e-07 - acc: 1.000 - ETA: 4s - loss: 1.9775e-06 - acc: 1.000 - ETA: 4s - loss: 1.8086e-06 - acc: 1.000 - ETA: 4s - loss: 1.6275e-06 - acc: 1.000 - ETA: 4s - loss: 1.5144e-06 - acc: 1.000 - ETA: 4s - loss: 1.7531e-04 - acc: 1.000 - ETA: 4s - loss: 1.6071e-04 - acc: 1.000 - ETA: 4s - loss: 1.5131e-04 - acc: 1.000 - ETA: 4s - loss: 1.4031e-04 - acc: 1.000 - ETA: 4s - loss: 1.3306e-04 - acc: 1.000 - ETA: 4s - loss: 1.2479e-04 - acc: 1.000 - ETA: 4s - loss: 1.2986e-04 - acc: 1.000 - ETA: 4s - loss: 1.2434e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9993 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7442e-04 - acc: 0.999 - ETA: 3s - loss: 9.4828e-04 - acc: 0.999 - ETA: 3s - loss: 9.0958e-04 - acc: 0.999 - ETA: 3s - loss: 8.8261e-04 - acc: 0.999 - ETA: 3s - loss: 8.4900e-04 - acc: 0.999 - ETA: 3s - loss: 8.2542e-04 - acc: 0.999 - ETA: 3s - loss: 7.9875e-04 - acc: 0.999 - ETA: 3s - loss: 7.7792e-04 - acc: 0.999 - ETA: 3s - loss: 7.5178e-04 - acc: 0.999 - ETA: 3s - loss: 7.3329e-04 - acc: 0.999 - ETA: 3s - loss: 7.1003e-04 - acc: 0.999 - ETA: 3s - loss: 6.9366e-04 - acc: 0.999 - ETA: 3s - loss: 6.7281e-04 - acc: 0.999 - ETA: 3s - loss: 6.5797e-04 - acc: 0.999 - ETA: 3s - loss: 6.3918e-04 - acc: 0.999 - ETA: 2s - loss: 6.2143e-04 - acc: 0.999 - ETA: 2s - loss: 6.0882e-04 - acc: 0.999 - ETA: 2s - loss: 5.9270e-04 - acc: 0.999 - ETA: 2s - loss: 5.8116e-04 - acc: 0.999 - ETA: 2s - loss: 5.7005e-04 - acc: 0.999 - ETA: 2s - loss: 5.5589e-04 - acc: 0.999 - ETA: 2s - loss: 5.4242e-04 - acc: 0.999 - ETA: 2s - loss: 5.2959e-04 - acc: 0.999 - ETA: 2s - loss: 5.2035e-04 - acc: 0.999 - ETA: 2s - loss: 5.1143e-04 - acc: 0.999 - ETA: 2s - loss: 5.0001e-04 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.9995 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 809us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5934 - val_acc: 0.8455 Epoch 01102: val_loss did not improve from 0.55729 Epoch 1103/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.3879e-07 - acc: 1.000 - ETA: 5s - loss: 1.4251e-07 - acc: 1.000 - ETA: 5s - loss: 1.7179e-07 - acc: 1.000 - ETA: 5s - loss: 4.8067e-06 - acc: 1.000 - ETA: 4s - loss: 4.1379e-06 - acc: 1.000 - ETA: 4s - loss: 3.4970e-06 - acc: 1.000 - ETA: 4s - loss: 3.1374e-06 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 809us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.5547 - val_acc: 0.8515 Epoch 01103: val_loss did not improve from 0.55729 Epoch 1104/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.9588e-07 - acc: 1.000 - ETA: 5s - loss: 1.2038e-06 - acc: 1.000 - ETA: 4s - loss: 4.3545e-04 - acc: 1.000 - ETA: 5s - loss: 3.6289e-04 - acc: 1.000 - ETA: 4s - loss: 2.9693e-04 - acc: 1.000 - ETA: 4s - loss: 2.6137e-04 - acc: 1.000 - ETA: 4s - loss: 2.2536e-04 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9984 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 812us/step - loss: 0.0136 - acc: 0.9985 - val_loss: 1.5162 - val_acc: 0.8431 Epoch 01104: val_loss did not improve from 0.55729 Epoch 1105/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.5346e-07 - acc: 1.000 - ETA: 5s - loss: 2.6897e-07 - acc: 1.000 - ETA: 5s - loss: 2.5741e-06 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9969 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 806us/step - loss: 0.0138 - acc: 0.9985 - val_loss: 1.5915 - val_acc: 0.8407 Epoch 01105: val_loss did not improve from 0.55729 Epoch 1106/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2552e-05 - acc: 1.000 - ETA: 4s - loss: 8.6868e-06 - acc: 1.000 - ETA: 5s - loss: 7.7676e-06 - acc: 1.000 - ETA: 5s - loss: 5.8678e-06 - acc: 1.000 - ETA: 5s - loss: 6.4620e-06 - acc: 1.000 - ETA: 5s - loss: 5.1211e-06 - acc: 1.000 - ETA: 4s - loss: 0.0118 - acc: 0.9977 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.996 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0077 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 821us/step - loss: 0.0107 - acc: 0.9990 - val_loss: 1.5889 - val_acc: 0.8455 Epoch 01106: val_loss did not improve from 0.55729 Epoch 1107/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6391e-07 - acc: 1.000 - ETA: 6s - loss: 3.1367e-07 - acc: 1.000 - ETA: 5s - loss: 3.1230e-05 - acc: 1.000 - ETA: 5s - loss: 1.9928e-05 - acc: 1.000 - ETA: 5s - loss: 1.4666e-05 - acc: 1.000 - ETA: 5s - loss: 1.1668e-05 - acc: 1.000 - ETA: 5s - loss: 1.0146e-05 - acc: 1.000 - ETA: 4s - loss: 8.6032e-06 - acc: 1.000 - ETA: 4s - loss: 7.5541e-06 - acc: 1.000 - ETA: 4s - loss: 6.9327e-06 - acc: 1.000 - ETA: 4s - loss: 6.2007e-06 - acc: 1.000 - ETA: 4s - loss: 5.7446e-06 - acc: 1.000 - ETA: 4s - loss: 5.4510e-06 - acc: 1.000 - ETA: 4s - loss: 5.0068e-06 - acc: 1.000 - ETA: 4s - loss: 4.6310e-06 - acc: 1.000 - ETA: 4s - loss: 2.0228e-05 - acc: 1.000 - ETA: 4s - loss: 1.8888e-05 - acc: 1.000 - ETA: 4s - loss: 1.7995e-05 - acc: 1.000 - ETA: 4s - loss: 1.6954e-05 - acc: 1.000 - ETA: 4s - loss: 1.6235e-05 - acc: 1.000 - ETA: 4s - loss: 1.5639e-05 - acc: 1.000 - ETA: 4s - loss: 1.5549e-05 - acc: 1.000 - ETA: 4s - loss: 1.4963e-05 - acc: 1.000 - ETA: 4s - loss: 1.4421e-05 - acc: 1.000 - ETA: 3s - loss: 1.3917e-05 - acc: 1.000 - ETA: 3s - loss: 1.3447e-05 - acc: 1.000 - ETA: 3s - loss: 1.3012e-05 - acc: 1.000 - ETA: 3s - loss: 1.2600e-05 - acc: 1.000 - ETA: 3s - loss: 1.2091e-05 - acc: 1.000 - ETA: 3s - loss: 1.1736e-05 - acc: 1.000 - ETA: 3s - loss: 1.1401e-05 - acc: 1.000 - ETA: 3s - loss: 8.3624e-05 - acc: 1.000 - ETA: 3s - loss: 8.1368e-05 - acc: 1.000 - ETA: 3s - loss: 7.8543e-05 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 816us/step - loss: 0.0095 - acc: 0.9994 - val_loss: 1.5894 - val_acc: 0.8503 Epoch 01107: val_loss did not improve from 0.55729 Epoch 1108/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0564e-07 - acc: 1.000 - ETA: 5s - loss: 9.5147e-07 - acc: 1.000 - ETA: 5s - loss: 5.9521e-07 - acc: 1.000 - ETA: 5s - loss: 4.2808e-07 - acc: 1.000 - ETA: 4s - loss: 3.6777e-07 - acc: 1.000 - ETA: 5s - loss: 3.2965e-07 - acc: 1.000 - ETA: 4s - loss: 3.3948e-07 - acc: 1.000 - ETA: 4s - loss: 2.6002e-06 - acc: 1.000 - ETA: 4s - loss: 2.3496e-06 - acc: 1.000 - ETA: 4s - loss: 2.7506e-06 - acc: 1.000 - ETA: 4s - loss: 2.5316e-06 - acc: 1.000 - ETA: 4s - loss: 2.2947e-06 - acc: 1.000 - ETA: 4s - loss: 2.1433e-06 - acc: 1.000 - ETA: 4s - loss: 2.5131e-06 - acc: 1.000 - ETA: 4s - loss: 2.3729e-06 - acc: 1.000 - ETA: 4s - loss: 2.2065e-06 - acc: 1.000 - ETA: 4s - loss: 2.0625e-06 - acc: 1.000 - ETA: 4s - loss: 1.9696e-06 - acc: 1.000 - ETA: 4s - loss: 1.8564e-06 - acc: 1.000 - ETA: 4s - loss: 1.8082e-06 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9993 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 805us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.5819 - val_acc: 0.8503 Epoch 01108: val_loss did not improve from 0.55729 Epoch 1109/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0897 - acc: 0.994 - ETA: 5s - loss: 0.0673 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 803us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5259 - val_acc: 0.8419 Epoch 01109: val_loss did not improve from 0.55729 Epoch 1110/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.8765e-05 - acc: 1.000 - ETA: 5s - loss: 1.2783e-05 - acc: 1.000 - ETA: 5s - loss: 6.4648e-06 - acc: 1.000 - ETA: 4s - loss: 4.4557e-06 - acc: 1.000 - ETA: 4s - loss: 3.5848e-06 - acc: 1.000 - ETA: 4s - loss: 0.0334 - acc: 0.9974 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - 5s 818us/step - loss: 0.0079 - acc: 0.9990 - val_loss: 1.6892 - val_acc: 0.8383 Epoch 01110: val_loss did not improve from 0.55729 Epoch 1111/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8626e-07 - acc: 1.000 - ETA: 5s - loss: 4.2299e-05 - acc: 1.000 - ETA: 5s - loss: 3.1078e-05 - acc: 1.000 - ETA: 4s - loss: 2.2833e-05 - acc: 1.000 - ETA: 5s - loss: 1.9052e-05 - acc: 1.000 - ETA: 4s - loss: 1.6369e-05 - acc: 1.000 - ETA: 4s - loss: 1.4343e-05 - acc: 1.000 - ETA: 4s - loss: 2.2113e-05 - acc: 1.000 - ETA: 4s - loss: 1.9988e-05 - acc: 1.000 - ETA: 4s - loss: 1.1640e-04 - acc: 1.000 - ETA: 4s - loss: 1.0697e-04 - acc: 1.000 - ETA: 4s - loss: 9.6550e-05 - acc: 1.000 - ETA: 4s - loss: 8.8035e-05 - acc: 1.000 - ETA: 4s - loss: 0.0169 - acc: 0.9990 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 814us/step - loss: 0.0122 - acc: 0.9993 - val_loss: 1.6196 - val_acc: 0.8431 Epoch 01111: val_loss did not improve from 0.55729 Epoch 1112/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0860e-06 - acc: 1.000 - ETA: 5s - loss: 1.2173e-05 - acc: 1.000 - ETA: 5s - loss: 6.2164e-06 - acc: 1.000 - ETA: 5s - loss: 4.5535e-06 - acc: 1.000 - ETA: 5s - loss: 3.6042e-06 - acc: 1.000 - ETA: 5s - loss: 1.3430e-05 - acc: 1.000 - ETA: 4s - loss: 1.1532e-05 - acc: 1.000 - ETA: 4s - loss: 1.0117e-05 - acc: 1.000 - ETA: 4s - loss: 8.6917e-06 - acc: 1.000 - ETA: 4s - loss: 7.8809e-06 - acc: 1.000 - ETA: 4s - loss: 7.0567e-06 - acc: 1.000 - ETA: 4s - loss: 6.5090e-06 - acc: 1.000 - ETA: 4s - loss: 4.3383e-05 - acc: 1.000 - ETA: 4s - loss: 1.3384e-04 - acc: 1.000 - ETA: 4s - loss: 1.2292e-04 - acc: 1.000 - ETA: 4s - loss: 1.1584e-04 - acc: 1.000 - ETA: 4s - loss: 1.0772e-04 - acc: 1.000 - ETA: 4s - loss: 1.0225e-04 - acc: 1.000 - ETA: 4s - loss: 9.7308e-05 - acc: 1.000 - ETA: 4s - loss: 9.1420e-05 - acc: 1.000 - ETA: 4s - loss: 8.6203e-05 - acc: 1.000 - ETA: 4s - loss: 8.2665e-05 - acc: 1.000 - ETA: 4s - loss: 7.9407e-05 - acc: 1.000 - ETA: 4s - loss: 7.8918e-05 - acc: 1.000 - ETA: 3s - loss: 7.6101e-05 - acc: 1.000 - ETA: 3s - loss: 8.7114e-05 - acc: 1.000 - ETA: 3s - loss: 8.4214e-05 - acc: 1.000 - ETA: 3s - loss: 8.0635e-05 - acc: 1.000 - ETA: 3s - loss: 7.8146e-05 - acc: 1.000 - ETA: 3s - loss: 7.5056e-05 - acc: 1.000 - ETA: 3s - loss: 7.2894e-05 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 813us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5086 - val_acc: 0.8467 Epoch 01112: val_loss did not improve from 0.55729 Epoch 1113/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6193e-04 - acc: 1.000 - ETA: 5s - loss: 9.2585e-05 - acc: 1.000 - ETA: 5s - loss: 5.9052e-05 - acc: 1.000 - ETA: 5s - loss: 4.6430e-05 - acc: 1.000 - ETA: 5s - loss: 3.6139e-05 - acc: 1.000 - ETA: 4s - loss: 3.1183e-05 - acc: 1.000 - ETA: 4s - loss: 2.6217e-05 - acc: 1.000 - ETA: 4s - loss: 2.3422e-05 - acc: 1.000 - ETA: 4s - loss: 2.9998e-05 - acc: 1.000 - ETA: 4s - loss: 2.6587e-05 - acc: 1.000 - ETA: 4s - loss: 2.4077e-05 - acc: 1.000 - ETA: 4s - loss: 2.1851e-05 - acc: 1.000 - ETA: 4s - loss: 2.0001e-05 - acc: 1.000 - ETA: 4s - loss: 2.0858e-05 - acc: 1.000 - ETA: 4s - loss: 1.9350e-05 - acc: 1.000 - ETA: 4s - loss: 1.8052e-05 - acc: 1.000 - ETA: 4s - loss: 1.7170e-05 - acc: 1.000 - ETA: 4s - loss: 1.6121e-05 - acc: 1.000 - ETA: 4s - loss: 1.5415e-05 - acc: 1.000 - ETA: 4s - loss: 1.4566e-05 - acc: 1.000 - ETA: 4s - loss: 1.3807e-05 - acc: 1.000 - ETA: 3s - loss: 1.3287e-05 - acc: 1.000 - ETA: 3s - loss: 1.2653e-05 - acc: 1.000 - ETA: 3s - loss: 1.2079e-05 - acc: 1.000 - ETA: 3s - loss: 1.1682e-05 - acc: 1.000 - ETA: 3s - loss: 1.1360e-05 - acc: 1.000 - ETA: 3s - loss: 1.1015e-05 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - 5s 800us/step - loss: 0.0081 - acc: 0.9993 - val_loss: 1.4814 - val_acc: 0.8527 Epoch 01113: val_loss did not improve from 0.55729 Epoch 1114/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 2.5468e-07 - acc: 1.000 - ETA: 4s - loss: 2.2213e-07 - acc: 1.000 - ETA: 4s - loss: 2.0328e-07 - acc: 1.000 - ETA: 4s - loss: 2.2293e-05 - acc: 1.000 - ETA: 4s - loss: 1.8882e-05 - acc: 1.000 - ETA: 4s - loss: 1.6941e-05 - acc: 1.000 - ETA: 4s - loss: 1.4958e-05 - acc: 1.000 - ETA: 4s - loss: 1.3376e-05 - acc: 1.000 - ETA: 4s - loss: 1.2432e-05 - acc: 1.000 - ETA: 4s - loss: 1.1316e-05 - acc: 1.000 - ETA: 4s - loss: 1.0383e-05 - acc: 1.000 - ETA: 4s - loss: 9.7832e-06 - acc: 1.000 - ETA: 4s - loss: 9.0878e-06 - acc: 1.000 - ETA: 4s - loss: 8.4798e-06 - acc: 1.000 - ETA: 4s - loss: 7.9674e-06 - acc: 1.000 - ETA: 4s - loss: 1.4099e-05 - acc: 1.000 - ETA: 4s - loss: 1.4992e-05 - acc: 1.000 - ETA: 4s - loss: 1.4381e-05 - acc: 1.000 - ETA: 3s - loss: 1.3657e-05 - acc: 1.000 - ETA: 3s - loss: 1.3151e-05 - acc: 1.000 - ETA: 3s - loss: 1.2531e-05 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 809us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.5387 - val_acc: 0.8491 Epoch 01114: val_loss did not improve from 0.55729 Epoch 1115/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8656e-07 - acc: 1.000 - ETA: 5s - loss: 4.6753e-07 - acc: 1.000 - ETA: 5s - loss: 3.5192e-07 - acc: 1.000 - ETA: 5s - loss: 2.9449e-07 - acc: 1.000 - ETA: 5s - loss: 3.3175e-07 - acc: 1.000 - ETA: 4s - loss: 3.2278e-07 - acc: 1.000 - ETA: 4s - loss: 3.4709e-07 - acc: 1.000 - ETA: 4s - loss: 4.0631e-07 - acc: 1.000 - ETA: 4s - loss: 4.7748e-07 - acc: 1.000 - ETA: 4s - loss: 4.4019e-07 - acc: 1.000 - ETA: 4s - loss: 4.2514e-07 - acc: 1.000 - ETA: 4s - loss: 4.0379e-07 - acc: 1.000 - ETA: 4s - loss: 4.0861e-07 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9990 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 814us/step - loss: 0.0144 - acc: 0.9990 - val_loss: 1.5631 - val_acc: 0.8443 Epoch 01115: val_loss did not improve from 0.55729 Epoch 1116/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.1230e-07 - acc: 1.000 - ETA: 5s - loss: 5.5055e-07 - acc: 1.000 - ETA: 4s - loss: 4.3159e-05 - acc: 1.000 - ETA: 4s - loss: 3.4099e-05 - acc: 1.000 - ETA: 4s - loss: 2.9465e-05 - acc: 1.000 - ETA: 4s - loss: 2.5951e-05 - acc: 1.000 - ETA: 4s - loss: 4.0933e-05 - acc: 1.000 - ETA: 4s - loss: 3.7111e-05 - acc: 1.000 - ETA: 4s - loss: 3.7070e-05 - acc: 1.000 - ETA: 4s - loss: 9.1894e-05 - acc: 1.000 - ETA: 4s - loss: 8.3357e-05 - acc: 1.000 - ETA: 4s - loss: 7.7929e-05 - acc: 1.000 - ETA: 4s - loss: 7.1713e-05 - acc: 1.000 - ETA: 4s - loss: 6.6411e-05 - acc: 1.000 - ETA: 4s - loss: 6.2957e-05 - acc: 1.000 - ETA: 4s - loss: 5.8837e-05 - acc: 1.000 - ETA: 4s - loss: 5.6085e-05 - acc: 1.000 - ETA: 4s - loss: 5.3579e-05 - acc: 1.000 - ETA: 4s - loss: 5.0567e-05 - acc: 1.000 - ETA: 4s - loss: 4.8526e-05 - acc: 1.000 - ETA: 4s - loss: 4.6046e-05 - acc: 1.000 - ETA: 3s - loss: 4.4346e-05 - acc: 1.000 - ETA: 3s - loss: 4.2770e-05 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 809us/step - loss: 0.0090 - acc: 0.9993 - val_loss: 1.6208 - val_acc: 0.8479 Epoch 01116: val_loss did not improve from 0.55729 Epoch 1117/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 0.0047 - acc: 0.9937 - ETA: 5s - loss: 0.0031 - acc: 0.995 - ETA: 4s - loss: 0.0207 - acc: 0.993 - ETA: 4s - loss: 0.0174 - acc: 0.994 - ETA: 4s - loss: 0.0144 - acc: 0.995 - ETA: 4s - loss: 0.0127 - acc: 0.996 - ETA: 4s - loss: 0.0110 - acc: 0.996 - ETA: 4s - loss: 0.0102 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0084 - acc: 0.997 - ETA: 4s - loss: 0.0078 - acc: 0.997 - ETA: 4s - loss: 0.0072 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 807us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.7050 - val_acc: 0.8443 Epoch 01117: val_loss did not improve from 0.55729 Epoch 1118/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9670e-07 - acc: 1.000 - ETA: 5s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.4669e-07 - acc: 1.000 - ETA: 4s - loss: 3.6732e-07 - acc: 1.000 - ETA: 4s - loss: 3.5428e-07 - acc: 1.000 - ETA: 4s - loss: 3.1779e-07 - acc: 1.000 - ETA: 4s - loss: 2.8326e-07 - acc: 1.000 - ETA: 4s - loss: 2.6433e-07 - acc: 1.000 - ETA: 4s - loss: 2.4696e-07 - acc: 1.000 - ETA: 4s - loss: 2.3535e-07 - acc: 1.000 - ETA: 4s - loss: 2.2569e-07 - acc: 1.000 - ETA: 4s - loss: 2.2099e-07 - acc: 1.000 - ETA: 4s - loss: 2.1295e-07 - acc: 1.000 - ETA: 4s - loss: 2.1495e-07 - acc: 1.000 - ETA: 4s - loss: 2.1318e-07 - acc: 1.000 - ETA: 4s - loss: 2.0634e-07 - acc: 1.000 - ETA: 4s - loss: 2.6231e-07 - acc: 1.000 - ETA: 4s - loss: 3.6163e-07 - acc: 1.000 - ETA: 4s - loss: 3.8877e-07 - acc: 1.000 - ETA: 4s - loss: 3.7375e-07 - acc: 1.000 - ETA: 4s - loss: 3.7846e-07 - acc: 1.000 - ETA: 4s - loss: 1.2366e-06 - acc: 1.000 - ETA: 3s - loss: 1.3898e-06 - acc: 1.000 - ETA: 3s - loss: 1.3296e-06 - acc: 1.000 - ETA: 3s - loss: 1.2874e-06 - acc: 1.000 - ETA: 3s - loss: 1.2516e-06 - acc: 1.000 - ETA: 3s - loss: 0.0086 - acc: 0.9995 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 809us/step - loss: 0.0115 - acc: 0.9993 - val_loss: 1.6232 - val_acc: 0.8467 Epoch 01118: val_loss did not improve from 0.55729 Epoch 1119/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 808us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.5934 - val_acc: 0.8455 Epoch 01119: val_loss did not improve from 0.55729 Epoch 1120/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.2842e-07 - acc: 1.000 - ETA: 4s - loss: 1.2596e-07 - acc: 1.000 - ETA: 5s - loss: 3.9739e-06 - acc: 1.000 - ETA: 4s - loss: 3.3225e-06 - acc: 1.000 - ETA: 4s - loss: 2.8343e-06 - acc: 1.000 - ETA: 4s - loss: 2.5631e-06 - acc: 1.000 - ETA: 4s - loss: 2.3340e-06 - acc: 1.000 - ETA: 4s - loss: 2.0879e-06 - acc: 1.000 - ETA: 4s - loss: 1.8930e-06 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9988 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 808us/step - loss: 0.0144 - acc: 0.9988 - val_loss: 1.5944 - val_acc: 0.8491 Epoch 01120: val_loss did not improve from 0.55729 Epoch 1121/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 0.0802 - acc: 0.9900 - ETA: 5s - loss: 0.0502 - acc: 0.993 - ETA: 4s - loss: 0.0335 - acc: 0.995 - ETA: 4s - loss: 0.0268 - acc: 0.996 - ETA: 4s - loss: 0.0578 - acc: 0.994 - ETA: 4s - loss: 0.0478 - acc: 0.995 - ETA: 4s - loss: 0.0423 - acc: 0.996 - ETA: 4s - loss: 0.0379 - acc: 0.996 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 807us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.5254 - val_acc: 0.8503 Epoch 01121: val_loss did not improve from 0.55729 Epoch 1122/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1780e-06 - acc: 1.000 - ETA: 5s - loss: 6.4934e-07 - acc: 1.000 - ETA: 4s - loss: 6.9367e-07 - acc: 1.000 - ETA: 4s - loss: 6.5229e-07 - acc: 1.000 - ETA: 4s - loss: 5.6955e-07 - acc: 1.000 - ETA: 4s - loss: 5.1676e-07 - acc: 1.000 - ETA: 4s - loss: 5.1747e-07 - acc: 1.000 - ETA: 4s - loss: 5.1738e-07 - acc: 1.000 - ETA: 4s - loss: 4.9140e-07 - acc: 1.000 - ETA: 4s - loss: 4.6267e-07 - acc: 1.000 - ETA: 4s - loss: 4.3846e-07 - acc: 1.000 - ETA: 4s - loss: 4.3045e-07 - acc: 1.000 - ETA: 4s - loss: 4.0693e-07 - acc: 1.000 - ETA: 4s - loss: 3.8652e-07 - acc: 1.000 - ETA: 4s - loss: 4.0488e-07 - acc: 1.000 - ETA: 4s - loss: 3.8617e-07 - acc: 1.000 - ETA: 4s - loss: 4.0432e-07 - acc: 1.000 - ETA: 4s - loss: 3.9168e-07 - acc: 1.000 - ETA: 4s - loss: 5.7942e-07 - acc: 1.000 - ETA: 4s - loss: 1.7281e-06 - acc: 1.000 - ETA: 3s - loss: 1.6473e-06 - acc: 1.000 - ETA: 3s - loss: 3.4055e-06 - acc: 1.000 - ETA: 3s - loss: 3.2490e-06 - acc: 1.000 - ETA: 3s - loss: 3.1068e-06 - acc: 1.000 - ETA: 3s - loss: 3.0120e-06 - acc: 1.000 - ETA: 3s - loss: 2.8909e-06 - acc: 1.000 - ETA: 3s - loss: 2.7822e-06 - acc: 1.000 - ETA: 3s - loss: 2.7060e-06 - acc: 1.000 - ETA: 3s - loss: 2.6360e-06 - acc: 1.000 - ETA: 3s - loss: 2.5691e-06 - acc: 1.000 - ETA: 3s - loss: 2.4824e-06 - acc: 1.000 - ETA: 3s - loss: 2.4171e-06 - acc: 1.000 - ETA: 3s - loss: 2.3591e-06 - acc: 1.000 - ETA: 3s - loss: 3.9872e-05 - acc: 1.000 - ETA: 3s - loss: 3.8623e-05 - acc: 1.000 - ETA: 3s - loss: 3.7735e-05 - acc: 1.000 - ETA: 3s - loss: 3.6613e-05 - acc: 1.000 - ETA: 3s - loss: 0.0022 - acc: 0.9996 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 804us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.6172 - val_acc: 0.8455 Epoch 01122: val_loss did not improve from 0.55729 Epoch 1123/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 1.4251e-04 - acc: 1.000 - ETA: 4s - loss: 1.0692e-04 - acc: 1.000 - ETA: 4s - loss: 8.0406e-05 - acc: 1.000 - ETA: 4s - loss: 6.4484e-05 - acc: 1.000 - ETA: 4s - loss: 5.4000e-05 - acc: 1.000 - ETA: 4s - loss: 4.6501e-05 - acc: 1.000 - ETA: 4s - loss: 4.2013e-05 - acc: 1.000 - ETA: 4s - loss: 3.7225e-05 - acc: 1.000 - ETA: 4s - loss: 3.3422e-05 - acc: 1.000 - ETA: 4s - loss: 3.1053e-05 - acc: 1.000 - ETA: 4s - loss: 2.8363e-05 - acc: 1.000 - ETA: 4s - loss: 2.6104e-05 - acc: 1.000 - ETA: 4s - loss: 2.4634e-05 - acc: 1.000 - ETA: 4s - loss: 2.2914e-05 - acc: 1.000 - ETA: 4s - loss: 2.1775e-05 - acc: 1.000 - ETA: 4s - loss: 2.0422e-05 - acc: 1.000 - ETA: 4s - loss: 1.9228e-05 - acc: 1.000 - ETA: 4s - loss: 1.8422e-05 - acc: 1.000 - ETA: 4s - loss: 1.7450e-05 - acc: 1.000 - ETA: 3s - loss: 1.6575e-05 - acc: 1.000 - ETA: 3s - loss: 1.5978e-05 - acc: 1.000 - ETA: 3s - loss: 1.5402e-05 - acc: 1.000 - ETA: 3s - loss: 1.4736e-05 - acc: 1.000 - ETA: 3s - loss: 1.4279e-05 - acc: 1.000 - ETA: 3s - loss: 1.3699e-05 - acc: 1.000 - ETA: 3s - loss: 1.3162e-05 - acc: 1.000 - ETA: 3s - loss: 1.2789e-05 - acc: 1.000 - ETA: 3s - loss: 1.4207e-05 - acc: 1.000 - ETA: 3s - loss: 1.3834e-05 - acc: 1.000 - ETA: 3s - loss: 1.3357e-05 - acc: 1.000 - ETA: 3s - loss: 3.3883e-04 - acc: 0.999 - ETA: 3s - loss: 3.3050e-04 - acc: 0.999 - ETA: 3s - loss: 3.2649e-04 - acc: 0.999 - ETA: 3s - loss: 3.1647e-04 - acc: 0.999 - ETA: 3s - loss: 3.0934e-04 - acc: 0.999 - ETA: 3s - loss: 3.0031e-04 - acc: 0.999 - ETA: 2s - loss: 2.9180e-04 - acc: 0.999 - ETA: 2s - loss: 2.8572e-04 - acc: 0.999 - ETA: 2s - loss: 2.7801e-04 - acc: 0.999 - ETA: 2s - loss: 2.7249e-04 - acc: 0.999 - ETA: 2s - loss: 2.6556e-04 - acc: 0.999 - ETA: 2s - loss: 2.5888e-04 - acc: 0.999 - ETA: 2s - loss: 2.5254e-04 - acc: 0.999 - ETA: 2s - loss: 2.4650e-04 - acc: 0.999 - ETA: 2s - loss: 2.4076e-04 - acc: 0.999 - ETA: 2s - loss: 2.3662e-04 - acc: 0.999 - ETA: 2s - loss: 2.3148e-04 - acc: 0.999 - ETA: 2s - loss: 2.2765e-04 - acc: 0.999 - ETA: 2s - loss: 2.2274e-04 - acc: 0.999 - ETA: 2s - loss: 2.1803e-04 - acc: 0.999 - ETA: 2s - loss: 2.1463e-04 - acc: 0.999 - ETA: 2s - loss: 2.1025e-04 - acc: 0.999 - ETA: 2s - loss: 2.0708e-04 - acc: 0.999 - ETA: 2s - loss: 2.0300e-04 - acc: 0.999 - ETA: 1s - loss: 1.9908e-04 - acc: 0.999 - ETA: 1s - loss: 1.9625e-04 - acc: 0.999 - ETA: 1s - loss: 1.9258e-04 - acc: 0.999 - ETA: 1s - loss: 1.8992e-04 - acc: 0.999 - ETA: 1s - loss: 1.8656e-04 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.9996 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0011 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 803us/step - loss: 0.0128 - acc: 0.9987 - val_loss: 1.6472 - val_acc: 0.8455 Epoch 01123: val_loss did not improve from 0.55729 Epoch 1124/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.6343e-05 - acc: 1.000 - ETA: 5s - loss: 1.5269e-05 - acc: 1.000 - ETA: 5s - loss: 1.1782e-05 - acc: 1.000 - ETA: 4s - loss: 8.8662e-06 - acc: 1.000 - ETA: 4s - loss: 7.2116e-06 - acc: 1.000 - ETA: 4s - loss: 6.0398e-06 - acc: 1.000 - ETA: 4s - loss: 0.0293 - acc: 0.9963 - ETA: 4s - loss: 0.0255 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 809us/step - loss: 0.0136 - acc: 0.9984 - val_loss: 1.6941 - val_acc: 0.8347 Epoch 01124: val_loss did not improve from 0.55729 Epoch 1125/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.5075e-07 - acc: 1.000 - ETA: 5s - loss: 3.9786e-07 - acc: 1.000 - ETA: 4s - loss: 7.5899e-07 - acc: 1.000 - ETA: 5s - loss: 6.3103e-07 - acc: 1.000 - ETA: 5s - loss: 1.0257e-05 - acc: 1.000 - ETA: 5s - loss: 8.8094e-06 - acc: 1.000 - ETA: 5s - loss: 7.4456e-06 - acc: 1.000 - ETA: 5s - loss: 6.6621e-06 - acc: 1.000 - ETA: 5s - loss: 6.0289e-06 - acc: 1.000 - ETA: 5s - loss: 5.5154e-06 - acc: 1.000 - ETA: 5s - loss: 5.0861e-06 - acc: 1.000 - ETA: 5s - loss: 3.4700e-05 - acc: 1.000 - ETA: 5s - loss: 4.8458e-05 - acc: 1.000 - ETA: 4s - loss: 4.5157e-05 - acc: 1.000 - ETA: 4s - loss: 4.2528e-05 - acc: 1.000 - ETA: 4s - loss: 4.0136e-05 - acc: 1.000 - ETA: 4s - loss: 3.8740e-05 - acc: 1.000 - ETA: 4s - loss: 3.6827e-05 - acc: 1.000 - ETA: 4s - loss: 3.5052e-05 - acc: 1.000 - ETA: 4s - loss: 3.3443e-05 - acc: 1.000 - ETA: 4s - loss: 3.1975e-05 - acc: 1.000 - ETA: 4s - loss: 3.0629e-05 - acc: 1.000 - ETA: 4s - loss: 2.9402e-05 - acc: 1.000 - ETA: 4s - loss: 2.8263e-05 - acc: 1.000 - ETA: 4s - loss: 2.7208e-05 - acc: 1.000 - ETA: 4s - loss: 9.5602e-05 - acc: 1.000 - ETA: 4s - loss: 9.2285e-05 - acc: 1.000 - ETA: 4s - loss: 9.5324e-05 - acc: 1.000 - ETA: 4s - loss: 9.2233e-05 - acc: 1.000 - ETA: 4s - loss: 8.9826e-05 - acc: 1.000 - ETA: 3s - loss: 8.7083e-05 - acc: 1.000 - ETA: 3s - loss: 8.4501e-05 - acc: 1.000 - ETA: 3s - loss: 0.0016 - acc: 0.9995 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 6s 856us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.6025 - val_acc: 0.8479 Epoch 01125: val_loss did not improve from 0.55729 Epoch 1126/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 2.1532e-07 - acc: 1.000 - ETA: 5s - loss: 2.5635e-04 - acc: 1.000 - ETA: 5s - loss: 1.8054e-04 - acc: 1.000 - ETA: 5s - loss: 1.3891e-04 - acc: 1.000 - ETA: 5s - loss: 1.0830e-04 - acc: 1.000 - ETA: 5s - loss: 9.2080e-05 - acc: 1.000 - ETA: 5s - loss: 8.0085e-05 - acc: 1.000 - ETA: 5s - loss: 7.0884e-05 - acc: 1.000 - ETA: 5s - loss: 6.3564e-05 - acc: 1.000 - ETA: 5s - loss: 5.7620e-05 - acc: 1.000 - ETA: 4s - loss: 5.2828e-05 - acc: 1.000 - ETA: 4s - loss: 0.0192 - acc: 0.9987 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0297 - acc: 0.998 - ETA: 4s - loss: 0.0286 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 6s 856us/step - loss: 0.0118 - acc: 0.9988 - val_loss: 1.6053 - val_acc: 0.8479 Epoch 01126: val_loss did not improve from 0.55729 Epoch 1127/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.8811e-07 - acc: 1.000 - ETA: 5s - loss: 3.1889e-07 - acc: 1.000 - ETA: 5s - loss: 1.4671e-06 - acc: 1.000 - ETA: 5s - loss: 1.1352e-06 - acc: 1.000 - ETA: 5s - loss: 1.5366e-05 - acc: 1.000 - ETA: 5s - loss: 1.1978e-05 - acc: 1.000 - ETA: 4s - loss: 9.8215e-06 - acc: 1.000 - ETA: 4s - loss: 8.6603e-06 - acc: 1.000 - ETA: 4s - loss: 0.0090 - acc: 0.9983 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0270 - acc: 0.995 - ETA: 4s - loss: 0.0243 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.996 - ETA: 4s - loss: 0.0207 - acc: 0.996 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0244 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 814us/step - loss: 0.0128 - acc: 0.9987 - val_loss: 1.5941 - val_acc: 0.8431 Epoch 01127: val_loss did not improve from 0.55729 Epoch 1128/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2134e-07 - acc: 1.000 - ETA: 5s - loss: 1.2056e-07 - acc: 1.000 - ETA: 5s - loss: 0.0503 - acc: 0.9967 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0246 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - 5s 809us/step - loss: 0.0154 - acc: 0.9988 - val_loss: 1.6220 - val_acc: 0.8491 Epoch 01128: val_loss did not improve from 0.55729 Epoch 1129/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7892e-04 - acc: 1.000 - ETA: 5s - loss: 3.6432e-05 - acc: 1.000 - ETA: 5s - loss: 0.0380 - acc: 0.9944 - ETA: 5s - loss: 0.0295 - acc: 0.995 - ETA: 5s - loss: 0.0236 - acc: 0.996 - ETA: 5s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 817us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.6557 - val_acc: 0.8431 Epoch 01129: val_loss did not improve from 0.55729 Epoch 1130/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7286e-06 - acc: 1.000 - ETA: 5s - loss: 6.0857e-07 - acc: 1.000 - ETA: 5s - loss: 1.1335e-06 - acc: 1.000 - ETA: 5s - loss: 3.0849e-06 - acc: 1.000 - ETA: 4s - loss: 2.3774e-06 - acc: 1.000 - ETA: 4s - loss: 2.0216e-06 - acc: 1.000 - ETA: 4s - loss: 1.8328e-06 - acc: 1.000 - ETA: 4s - loss: 1.6159e-06 - acc: 1.000 - ETA: 4s - loss: 1.4749e-06 - acc: 1.000 - ETA: 4s - loss: 1.3518e-06 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 817us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.6810 - val_acc: 0.8395 Epoch 01130: val_loss did not improve from 0.55729 Epoch 1131/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4663e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 4s - loss: 1.6143e-07 - acc: 1.000 - ETA: 4s - loss: 2.2411e-07 - acc: 1.000 - ETA: 5s - loss: 2.0729e-07 - acc: 1.000 - ETA: 4s - loss: 1.9223e-07 - acc: 1.000 - ETA: 4s - loss: 2.1057e-07 - acc: 1.000 - ETA: 4s - loss: 2.0111e-07 - acc: 1.000 - ETA: 4s - loss: 1.9119e-07 - acc: 1.000 - ETA: 4s - loss: 1.8751e-07 - acc: 1.000 - ETA: 4s - loss: 1.8068e-07 - acc: 1.000 - ETA: 4s - loss: 1.7509e-07 - acc: 1.000 - ETA: 4s - loss: 1.7043e-07 - acc: 1.000 - ETA: 4s - loss: 1.6742e-07 - acc: 1.000 - ETA: 4s - loss: 1.6402e-07 - acc: 1.000 - ETA: 4s - loss: 1.6175e-07 - acc: 1.000 - ETA: 4s - loss: 1.9790e-07 - acc: 1.000 - ETA: 4s - loss: 1.9751e-07 - acc: 1.000 - ETA: 4s - loss: 1.9423e-07 - acc: 1.000 - ETA: 4s - loss: 1.9723e-07 - acc: 1.000 - ETA: 4s - loss: 1.9423e-07 - acc: 1.000 - ETA: 3s - loss: 1.9100e-07 - acc: 1.000 - ETA: 3s - loss: 1.8797e-07 - acc: 1.000 - ETA: 3s - loss: 1.8560e-07 - acc: 1.000 - ETA: 3s - loss: 1.8838e-07 - acc: 1.000 - ETA: 3s - loss: 2.1600e-07 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 806us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6370 - val_acc: 0.8395 Epoch 01131: val_loss did not improve from 0.55729 Epoch 1132/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6570e-06 - acc: 1.000 - ETA: 5s - loss: 5.0367e-07 - acc: 1.000 - ETA: 5s - loss: 3.4188e-07 - acc: 1.000 - ETA: 5s - loss: 2.6091e-07 - acc: 1.000 - ETA: 5s - loss: 2.3054e-07 - acc: 1.000 - ETA: 5s - loss: 2.0680e-07 - acc: 1.000 - ETA: 4s - loss: 2.0212e-07 - acc: 1.000 - ETA: 4s - loss: 1.9217e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 812us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.6387 - val_acc: 0.8431 Epoch 01132: val_loss did not improve from 0.55729 Epoch 1133/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3471e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 1.5100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9969 - ETA: 4s - loss: 0.0048 - acc: 0.997 - ETA: 4s - loss: 0.0042 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - 5s 811us/step - loss: 0.0154 - acc: 0.9987 - val_loss: 1.6601 - val_acc: 0.8371 Epoch 01133: val_loss did not improve from 0.55729 Epoch 1134/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4421e-06 - acc: 1.000 - ETA: 5s - loss: 3.6440e-05 - acc: 1.000 - ETA: 5s - loss: 2.8659e-05 - acc: 1.000 - ETA: 5s - loss: 2.2347e-05 - acc: 1.000 - ETA: 4s - loss: 1.8358e-05 - acc: 1.000 - ETA: 4s - loss: 1.6183e-05 - acc: 1.000 - ETA: 4s - loss: 1.3968e-05 - acc: 1.000 - ETA: 4s - loss: 1.4708e-05 - acc: 1.000 - ETA: 4s - loss: 1.3088e-05 - acc: 1.000 - ETA: 4s - loss: 1.2090e-05 - acc: 1.000 - ETA: 4s - loss: 1.0987e-05 - acc: 1.000 - ETA: 4s - loss: 1.0065e-05 - acc: 1.000 - ETA: 4s - loss: 9.4718e-06 - acc: 1.000 - ETA: 4s - loss: 8.9424e-06 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - 5s 808us/step - loss: 0.0131 - acc: 0.9991 - val_loss: 1.6090 - val_acc: 0.8419 Epoch 01134: val_loss did not improve from 0.55729 Epoch 1135/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.4962e-06 - acc: 1.000 - ETA: 5s - loss: 1.2262e-06 - acc: 1.000 - ETA: 5s - loss: 7.1839e-05 - acc: 1.000 - ETA: 5s - loss: 6.1598e-05 - acc: 1.000 - ETA: 4s - loss: 5.1974e-05 - acc: 1.000 - ETA: 4s - loss: 4.4822e-05 - acc: 1.000 - ETA: 4s - loss: 4.0632e-05 - acc: 1.000 - ETA: 4s - loss: 0.0210 - acc: 0.9972 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0232 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 808us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.5914 - val_acc: 0.8527 Epoch 01135: val_loss did not improve from 0.55729 Epoch 1136/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0398e-07 - acc: 1.000 - ETA: 4s - loss: 2.3370e-04 - acc: 1.000 - ETA: 5s - loss: 1.4618e-04 - acc: 1.000 - ETA: 5s - loss: 1.0634e-04 - acc: 1.000 - ETA: 4s - loss: 7.8033e-05 - acc: 1.000 - ETA: 5s - loss: 6.5055e-05 - acc: 1.000 - ETA: 4s - loss: 6.9106e-05 - acc: 1.000 - ETA: 4s - loss: 6.0828e-05 - acc: 1.000 - ETA: 4s - loss: 5.2878e-05 - acc: 1.000 - ETA: 4s - loss: 4.6484e-05 - acc: 1.000 - ETA: 4s - loss: 4.2628e-05 - acc: 1.000 - ETA: 4s - loss: 4.3295e-05 - acc: 1.000 - ETA: 4s - loss: 3.9390e-05 - acc: 1.000 - ETA: 4s - loss: 3.6962e-05 - acc: 1.000 - ETA: 4s - loss: 3.4758e-05 - acc: 1.000 - ETA: 4s - loss: 3.2216e-05 - acc: 1.000 - ETA: 4s - loss: 3.0002e-05 - acc: 1.000 - ETA: 4s - loss: 2.8561e-05 - acc: 1.000 - ETA: 4s - loss: 2.6811e-05 - acc: 1.000 - ETA: 4s - loss: 2.5640e-05 - acc: 1.000 - ETA: 4s - loss: 2.4813e-05 - acc: 1.000 - ETA: 4s - loss: 2.3636e-05 - acc: 1.000 - ETA: 4s - loss: 2.2743e-05 - acc: 1.000 - ETA: 3s - loss: 2.1691e-05 - acc: 1.000 - ETA: 3s - loss: 2.1093e-05 - acc: 1.000 - ETA: 3s - loss: 2.0161e-05 - acc: 1.000 - ETA: 3s - loss: 1.9514e-05 - acc: 1.000 - ETA: 3s - loss: 1.8722e-05 - acc: 1.000 - ETA: 3s - loss: 1.8012e-05 - acc: 1.000 - ETA: 3s - loss: 1.7503e-05 - acc: 1.000 - ETA: 3s - loss: 2.2078e-04 - acc: 1.000 - ETA: 3s - loss: 2.1482e-04 - acc: 1.000 - ETA: 3s - loss: 2.0737e-04 - acc: 1.000 - ETA: 3s - loss: 2.0210e-04 - acc: 1.000 - ETA: 3s - loss: 1.9549e-04 - acc: 1.000 - ETA: 3s - loss: 1.8942e-04 - acc: 1.000 - ETA: 3s - loss: 1.8503e-04 - acc: 1.000 - ETA: 3s - loss: 1.7954e-04 - acc: 1.000 - ETA: 3s - loss: 1.7744e-04 - acc: 1.000 - ETA: 3s - loss: 1.7364e-04 - acc: 1.000 - ETA: 2s - loss: 1.6882e-04 - acc: 1.000 - ETA: 2s - loss: 0.0056 - acc: 0.9997 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 804us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.5640 - val_acc: 0.8443 Epoch 01136: val_loss did not improve from 0.55729 Epoch 1137/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.3661e-07 - acc: 1.000 - ETA: 5s - loss: 1.7011e-06 - acc: 1.000 - ETA: 4s - loss: 3.2271e-06 - acc: 1.000 - ETA: 4s - loss: 2.6056e-06 - acc: 1.000 - ETA: 4s - loss: 2.1061e-06 - acc: 1.000 - ETA: 4s - loss: 1.8352e-06 - acc: 1.000 - ETA: 4s - loss: 1.5801e-06 - acc: 1.000 - ETA: 4s - loss: 1.4524e-06 - acc: 1.000 - ETA: 4s - loss: 1.2908e-06 - acc: 1.000 - ETA: 4s - loss: 1.1933e-06 - acc: 1.000 - ETA: 4s - loss: 1.1293e-06 - acc: 1.000 - ETA: 4s - loss: 1.0385e-06 - acc: 1.000 - ETA: 4s - loss: 9.8913e-07 - acc: 1.000 - ETA: 4s - loss: 9.6507e-07 - acc: 1.000 - ETA: 4s - loss: 9.0241e-07 - acc: 1.000 - ETA: 4s - loss: 8.6940e-07 - acc: 1.000 - ETA: 4s - loss: 8.2040e-07 - acc: 1.000 - ETA: 4s - loss: 8.2688e-07 - acc: 1.000 - ETA: 4s - loss: 8.0349e-07 - acc: 1.000 - ETA: 4s - loss: 7.7458e-07 - acc: 1.000 - ETA: 4s - loss: 7.3986e-07 - acc: 1.000 - ETA: 4s - loss: 7.1599e-07 - acc: 1.000 - ETA: 3s - loss: 6.9146e-07 - acc: 1.000 - ETA: 3s - loss: 1.0416e-06 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 806us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.6012 - val_acc: 0.8491 Epoch 01137: val_loss did not improve from 0.55729 Epoch 1138/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 1.7993e-07 - acc: 1.000 - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 4s - loss: 6.6668e-07 - acc: 1.000 - ETA: 4s - loss: 6.3420e-07 - acc: 1.000 - ETA: 4s - loss: 5.8869e-07 - acc: 1.000 - ETA: 4s - loss: 5.3463e-07 - acc: 1.000 - ETA: 4s - loss: 5.4382e-07 - acc: 1.000 - ETA: 4s - loss: 5.0522e-07 - acc: 1.000 - ETA: 4s - loss: 8.2221e-07 - acc: 1.000 - ETA: 4s - loss: 1.7777e-06 - acc: 1.000 - ETA: 4s - loss: 1.6374e-06 - acc: 1.000 - ETA: 4s - loss: 8.1549e-06 - acc: 1.000 - ETA: 4s - loss: 7.5485e-06 - acc: 1.000 - ETA: 4s - loss: 7.1522e-06 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9992 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 5s 803us/step - loss: 0.0081 - acc: 0.9994 - val_loss: 1.5785 - val_acc: 0.8503 Epoch 01138: val_loss did not improve from 0.55729 Epoch 1139/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.6300e-07 - acc: 1.000 - ETA: 5s - loss: 2.8275e-07 - acc: 1.000 - ETA: 5s - loss: 0.0326 - acc: 0.9958 - ETA: 5s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.997 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 804us/step - loss: 0.0095 - acc: 0.9990 - val_loss: 1.5918 - val_acc: 0.8467 Epoch 01139: val_loss did not improve from 0.55729 Epoch 1140/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 7.5847e-06 - acc: 1.000 - ETA: 5s - loss: 4.3988e-06 - acc: 1.000 - ETA: 5s - loss: 2.8426e-06 - acc: 1.000 - ETA: 5s - loss: 2.2590e-06 - acc: 1.000 - ETA: 5s - loss: 1.8881e-06 - acc: 1.000 - ETA: 4s - loss: 4.2850e-06 - acc: 1.000 - ETA: 4s - loss: 3.7851e-06 - acc: 1.000 - ETA: 4s - loss: 3.3930e-06 - acc: 1.000 - ETA: 4s - loss: 2.9838e-06 - acc: 1.000 - ETA: 4s - loss: 2.6968e-06 - acc: 1.000 - ETA: 4s - loss: 2.5022e-06 - acc: 1.000 - ETA: 4s - loss: 2.2805e-06 - acc: 1.000 - ETA: 4s - loss: 2.1399e-06 - acc: 1.000 - ETA: 4s - loss: 1.9883e-06 - acc: 1.000 - ETA: 4s - loss: 1.8504e-06 - acc: 1.000 - ETA: 4s - loss: 1.7593e-06 - acc: 1.000 - ETA: 4s - loss: 1.6775e-06 - acc: 1.000 - ETA: 4s - loss: 0.0063 - acc: 0.9992 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 806us/step - loss: 0.0152 - acc: 0.9987 - val_loss: 1.5803 - val_acc: 0.8551 Epoch 01140: val_loss did not improve from 0.55729 Epoch 1141/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.3425e-07 - acc: 1.000 - ETA: 5s - loss: 2.2054e-07 - acc: 1.000 - ETA: 4s - loss: 2.1483e-07 - acc: 1.000 - ETA: 4s - loss: 2.7251e-07 - acc: 1.000 - ETA: 4s - loss: 2.5552e-07 - acc: 1.000 - ETA: 4s - loss: 2.4581e-07 - acc: 1.000 - ETA: 4s - loss: 2.4851e-07 - acc: 1.000 - ETA: 4s - loss: 2.8610e-07 - acc: 1.000 - ETA: 4s - loss: 5.5891e-07 - acc: 1.000 - ETA: 4s - loss: 5.2326e-07 - acc: 1.000 - ETA: 4s - loss: 4.9278e-07 - acc: 1.000 - ETA: 4s - loss: 5.0713e-07 - acc: 1.000 - ETA: 4s - loss: 7.0580e-07 - acc: 1.000 - ETA: 4s - loss: 6.6962e-07 - acc: 1.000 - ETA: 4s - loss: 8.8720e-07 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9992 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 803us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5668 - val_acc: 0.8359 Epoch 01141: val_loss did not improve from 0.55729 Epoch 1142/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 2.3693e-07 - acc: 1.000 - ETA: 5s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 1.7123e-07 - acc: 1.000 - ETA: 5s - loss: 2.2394e-07 - acc: 1.000 - ETA: 5s - loss: 2.0067e-07 - acc: 1.000 - ETA: 4s - loss: 1.0960e-04 - acc: 1.000 - ETA: 4s - loss: 9.2759e-05 - acc: 1.000 - ETA: 4s - loss: 8.3176e-05 - acc: 1.000 - ETA: 4s - loss: 0.0245 - acc: 0.9985 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 804us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5597 - val_acc: 0.8503 Epoch 01142: val_loss did not improve from 0.55729 Epoch 1143/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 1.3610e-07 - acc: 1.000 - ETA: 5s - loss: 1.3848e-07 - acc: 1.000 - ETA: 4s - loss: 1.3505e-07 - acc: 1.000 - ETA: 4s - loss: 1.3230e-07 - acc: 1.000 - ETA: 4s - loss: 1.3079e-07 - acc: 1.000 - ETA: 4s - loss: 1.3739e-07 - acc: 1.000 - ETA: 4s - loss: 1.3673e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 805us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.6828 - val_acc: 0.8431 Epoch 01143: val_loss did not improve from 0.55729 Epoch 1144/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0249e-05 - acc: 1.000 - ETA: 5s - loss: 9.2575e-06 - acc: 1.000 - ETA: 5s - loss: 5.3411e-06 - acc: 1.000 - ETA: 5s - loss: 3.5232e-06 - acc: 1.000 - ETA: 5s - loss: 2.8751e-06 - acc: 1.000 - ETA: 5s - loss: 2.3082e-06 - acc: 1.000 - ETA: 4s - loss: 1.9105e-06 - acc: 1.000 - ETA: 4s - loss: 1.6969e-06 - acc: 1.000 - ETA: 4s - loss: 1.4792e-06 - acc: 1.000 - ETA: 4s - loss: 1.3451e-06 - acc: 1.000 - ETA: 4s - loss: 1.2689e-06 - acc: 1.000 - ETA: 4s - loss: 1.2107e-06 - acc: 1.000 - ETA: 4s - loss: 1.1115e-06 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9989 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0225 - acc: 0.997 - ETA: 2s - loss: 0.0221 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0204 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - 5s 806us/step - loss: 0.0067 - acc: 0.9993 - val_loss: 1.6805 - val_acc: 0.8299 Epoch 01145: val_loss did not improve from 0.55729 Epoch 1146/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7583e-07 - acc: 1.000 - ETA: 5s - loss: 0.1946 - acc: 0.9875 - ETA: 5s - loss: 0.0973 - acc: 0.993 - ETA: 4s - loss: 0.0649 - acc: 0.995 - ETA: 4s - loss: 0.0519 - acc: 0.996 - ETA: 4s - loss: 0.0410 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 805us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.6484 - val_acc: 0.8431 Epoch 01146: val_loss did not improve from 0.55729 Epoch 1147/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1146e-06 - acc: 1.000 - ETA: 5s - loss: 6.2103e-07 - acc: 1.000 - ETA: 5s - loss: 4.8823e-07 - acc: 1.000 - ETA: 4s - loss: 8.6511e-07 - acc: 1.000 - ETA: 5s - loss: 4.2091e-05 - acc: 1.000 - ETA: 4s - loss: 3.4800e-05 - acc: 1.000 - ETA: 4s - loss: 2.9553e-05 - acc: 1.000 - ETA: 4s - loss: 2.6509e-05 - acc: 1.000 - ETA: 4s - loss: 2.4035e-05 - acc: 1.000 - ETA: 4s - loss: 2.1456e-05 - acc: 1.000 - ETA: 4s - loss: 1.9908e-05 - acc: 1.000 - ETA: 4s - loss: 1.8140e-05 - acc: 1.000 - ETA: 4s - loss: 1.6607e-05 - acc: 1.000 - ETA: 4s - loss: 1.5663e-05 - acc: 1.000 - ETA: 4s - loss: 1.4512e-05 - acc: 1.000 - ETA: 4s - loss: 1.3757e-05 - acc: 1.000 - ETA: 4s - loss: 1.2863e-05 - acc: 1.000 - ETA: 4s - loss: 1.2266e-05 - acc: 1.000 - ETA: 4s - loss: 1.1555e-05 - acc: 1.000 - ETA: 4s - loss: 1.1107e-05 - acc: 1.000 - ETA: 4s - loss: 1.0523e-05 - acc: 1.000 - ETA: 3s - loss: 1.0989e-05 - acc: 1.000 - ETA: 3s - loss: 1.0591e-05 - acc: 1.000 - ETA: 3s - loss: 1.0106e-05 - acc: 1.000 - ETA: 3s - loss: 9.7690e-06 - acc: 1.000 - ETA: 3s - loss: 9.3554e-06 - acc: 1.000 - ETA: 3s - loss: 9.0702e-06 - acc: 1.000 - ETA: 3s - loss: 8.7151e-06 - acc: 1.000 - ETA: 3s - loss: 8.3845e-06 - acc: 1.000 - ETA: 3s - loss: 8.1528e-06 - acc: 1.000 - ETA: 3s - loss: 7.8698e-06 - acc: 1.000 - ETA: 3s - loss: 7.6664e-06 - acc: 1.000 - ETA: 3s - loss: 7.4132e-06 - acc: 1.000 - ETA: 3s - loss: 7.1746e-06 - acc: 1.000 - ETA: 3s - loss: 7.0076e-06 - acc: 1.000 - ETA: 3s - loss: 6.8461e-06 - acc: 1.000 - ETA: 3s - loss: 6.6423e-06 - acc: 1.000 - ETA: 3s - loss: 6.6163e-06 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9996 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 807us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.6241 - val_acc: 0.8503 Epoch 01147: val_loss did not improve from 0.55729 Epoch 1148/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2352e-07 - acc: 1.000 - ETA: 5s - loss: 5.7743e-07 - acc: 1.000 - ETA: 5s - loss: 3.8190e-07 - acc: 1.000 - ETA: 5s - loss: 3.9204e-07 - acc: 1.000 - ETA: 5s - loss: 3.3358e-07 - acc: 1.000 - ETA: 5s - loss: 2.9627e-07 - acc: 1.000 - ETA: 5s - loss: 4.6910e-07 - acc: 1.000 - ETA: 4s - loss: 1.1927e-04 - acc: 1.000 - ETA: 4s - loss: 1.0236e-04 - acc: 1.000 - ETA: 4s - loss: 9.2576e-05 - acc: 1.000 - ETA: 4s - loss: 8.4418e-05 - acc: 1.000 - ETA: 4s - loss: 7.7681e-05 - acc: 1.000 - ETA: 4s - loss: 7.2371e-05 - acc: 1.000 - ETA: 4s - loss: 6.5804e-05 - acc: 1.000 - ETA: 4s - loss: 6.1623e-05 - acc: 1.000 - ETA: 4s - loss: 5.6799e-05 - acc: 1.000 - ETA: 4s - loss: 5.4017e-05 - acc: 1.000 - ETA: 4s - loss: 5.1181e-05 - acc: 1.000 - ETA: 4s - loss: 4.8628e-05 - acc: 1.000 - ETA: 4s - loss: 4.6319e-05 - acc: 1.000 - ETA: 4s - loss: 4.4220e-05 - acc: 1.000 - ETA: 4s - loss: 4.2305e-05 - acc: 1.000 - ETA: 4s - loss: 4.0548e-05 - acc: 1.000 - ETA: 4s - loss: 3.8937e-05 - acc: 1.000 - ETA: 4s - loss: 3.7506e-05 - acc: 1.000 - ETA: 4s - loss: 3.6121e-05 - acc: 1.000 - ETA: 4s - loss: 3.4836e-05 - acc: 1.000 - ETA: 4s - loss: 3.3639e-05 - acc: 1.000 - ETA: 4s - loss: 3.2165e-05 - acc: 1.000 - ETA: 3s - loss: 3.1143e-05 - acc: 1.000 - ETA: 3s - loss: 3.0183e-05 - acc: 1.000 - ETA: 3s - loss: 2.9281e-05 - acc: 1.000 - ETA: 3s - loss: 2.8160e-05 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.9995 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 6s 843us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5332 - val_acc: 0.8479 Epoch 01148: val_loss did not improve from 0.55729 Epoch 1149/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 1.2568e-05 - acc: 1.000 - ETA: 5s - loss: 8.9086e-06 - acc: 1.000 - ETA: 5s - loss: 6.8805e-06 - acc: 1.000 - ETA: 5s - loss: 7.1666e-06 - acc: 1.000 - ETA: 5s - loss: 6.1564e-06 - acc: 1.000 - ETA: 5s - loss: 0.0366 - acc: 0.9977 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0483 - acc: 0.996 - ETA: 4s - loss: 0.0453 - acc: 0.996 - ETA: 4s - loss: 0.0425 - acc: 0.997 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0380 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0383 - acc: 0.996 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.997 - ETA: 4s - loss: 0.0327 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 6s 847us/step - loss: 0.0141 - acc: 0.9987 - val_loss: 1.5866 - val_acc: 0.8395 Epoch 01149: val_loss did not improve from 0.55729 Epoch 1150/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.8413e-07 - acc: 1.000 - ETA: 5s - loss: 2.1219e-07 - acc: 1.000 - ETA: 5s - loss: 7.0467e-07 - acc: 1.000 - ETA: 5s - loss: 5.6179e-07 - acc: 1.000 - ETA: 4s - loss: 4.5114e-07 - acc: 1.000 - ETA: 4s - loss: 3.8937e-07 - acc: 1.000 - ETA: 4s - loss: 3.5999e-07 - acc: 1.000 - ETA: 4s - loss: 4.1075e-07 - acc: 1.000 - ETA: 4s - loss: 3.8253e-07 - acc: 1.000 - ETA: 4s - loss: 3.7339e-07 - acc: 1.000 - ETA: 4s - loss: 4.3692e-07 - acc: 1.000 - ETA: 4s - loss: 4.2124e-07 - acc: 1.000 - ETA: 4s - loss: 4.0472e-07 - acc: 1.000 - ETA: 4s - loss: 1.2316e-06 - acc: 1.000 - ETA: 4s - loss: 1.1674e-06 - acc: 1.000 - ETA: 4s - loss: 1.1018e-06 - acc: 1.000 - ETA: 4s - loss: 1.0520e-06 - acc: 1.000 - ETA: 4s - loss: 1.0256e-06 - acc: 1.000 - ETA: 4s - loss: 9.7217e-07 - acc: 1.000 - ETA: 4s - loss: 1.1683e-06 - acc: 1.000 - ETA: 4s - loss: 1.1127e-06 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 0.9994 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 807us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.6192 - val_acc: 0.8503 Epoch 01150: val_loss did not improve from 0.55729 Epoch 1151/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.0705 - acc: 0.9955 - ETA: 5s - loss: 0.0554 - acc: 0.996 - ETA: 5s - loss: 0.0431 - acc: 0.997 - ETA: 4s - loss: 0.0353 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0476 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.998 - ETA: 4s - loss: 0.0286 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - 5s 814us/step - loss: 0.0174 - acc: 0.9985 - val_loss: 1.6549 - val_acc: 0.8431 Epoch 01151: val_loss did not improve from 0.55729 Epoch 1152/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.5910e-07 - acc: 1.000 - ETA: 5s - loss: 3.9488e-07 - acc: 1.000 - ETA: 5s - loss: 3.1970e-07 - acc: 1.000 - ETA: 5s - loss: 2.6624e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 5.2278e-06 - acc: 1.000 - ETA: 4s - loss: 4.4420e-06 - acc: 1.000 - ETA: 4s - loss: 9.8657e-05 - acc: 1.000 - ETA: 4s - loss: 8.6713e-05 - acc: 1.000 - ETA: 4s - loss: 7.7351e-05 - acc: 1.000 - ETA: 4s - loss: 7.1559e-05 - acc: 1.000 - ETA: 4s - loss: 6.6575e-05 - acc: 1.000 - ETA: 4s - loss: 6.0933e-05 - acc: 1.000 - ETA: 4s - loss: 5.6164e-05 - acc: 1.000 - ETA: 4s - loss: 0.0086 - acc: 0.9991 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.997 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0133 - acc: 0.997 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 2s - loss: 0.0188 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 810us/step - loss: 0.0144 - acc: 0.9987 - val_loss: 1.6393 - val_acc: 0.8455 Epoch 01152: val_loss did not improve from 0.55729 Epoch 1153/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 2.3598e-07 - acc: 1.000 - ETA: 4s - loss: 2.1597e-07 - acc: 1.000 - ETA: 4s - loss: 2.0030e-07 - acc: 1.000 - ETA: 4s - loss: 4.3309e-07 - acc: 1.000 - ETA: 4s - loss: 3.8503e-07 - acc: 1.000 - ETA: 4s - loss: 3.6257e-07 - acc: 1.000 - ETA: 4s - loss: 3.3307e-07 - acc: 1.000 - ETA: 4s - loss: 3.1525e-07 - acc: 1.000 - ETA: 4s - loss: 4.1479e-07 - acc: 1.000 - ETA: 4s - loss: 3.9103e-07 - acc: 1.000 - ETA: 4s - loss: 3.7368e-07 - acc: 1.000 - ETA: 4s - loss: 2.7417e-04 - acc: 1.000 - ETA: 4s - loss: 2.5895e-04 - acc: 1.000 - ETA: 4s - loss: 2.4110e-04 - acc: 1.000 - ETA: 4s - loss: 2.2555e-04 - acc: 1.000 - ETA: 4s - loss: 2.1515e-04 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 816us/step - loss: 0.0139 - acc: 0.9985 - val_loss: 1.7087 - val_acc: 0.8359 Epoch 01153: val_loss did not improve from 0.55729 Epoch 1154/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3665e-06 - acc: 1.000 - ETA: 5s - loss: 1.4034e-06 - acc: 1.000 - ETA: 5s - loss: 1.1522e-06 - acc: 1.000 - ETA: 5s - loss: 9.2164e-07 - acc: 1.000 - ETA: 5s - loss: 7.7379e-07 - acc: 1.000 - ETA: 5s - loss: 8.0596e-07 - acc: 1.000 - ETA: 5s - loss: 6.9158e-07 - acc: 1.000 - ETA: 5s - loss: 6.2623e-07 - acc: 1.000 - ETA: 5s - loss: 5.8488e-07 - acc: 1.000 - ETA: 5s - loss: 5.4290e-07 - acc: 1.000 - ETA: 4s - loss: 5.2429e-07 - acc: 1.000 - ETA: 4s - loss: 4.9262e-07 - acc: 1.000 - ETA: 4s - loss: 4.6545e-07 - acc: 1.000 - ETA: 4s - loss: 4.4401e-07 - acc: 1.000 - ETA: 4s - loss: 4.2442e-07 - acc: 1.000 - ETA: 4s - loss: 4.0682e-07 - acc: 1.000 - ETA: 4s - loss: 3.9054e-07 - acc: 1.000 - ETA: 4s - loss: 3.7600e-07 - acc: 1.000 - ETA: 4s - loss: 3.8447e-07 - acc: 1.000 - ETA: 4s - loss: 3.7163e-07 - acc: 1.000 - ETA: 4s - loss: 3.5998e-07 - acc: 1.000 - ETA: 4s - loss: 4.1326e-07 - acc: 1.000 - ETA: 4s - loss: 4.0281e-07 - acc: 1.000 - ETA: 4s - loss: 3.9131e-07 - acc: 1.000 - ETA: 4s - loss: 3.8083e-07 - acc: 1.000 - ETA: 4s - loss: 3.7468e-07 - acc: 1.000 - ETA: 4s - loss: 3.6591e-07 - acc: 1.000 - ETA: 4s - loss: 3.8768e-07 - acc: 1.000 - ETA: 4s - loss: 7.2193e-07 - acc: 1.000 - ETA: 4s - loss: 2.0378e-04 - acc: 1.000 - ETA: 3s - loss: 2.1768e-04 - acc: 1.000 - ETA: 3s - loss: 2.0907e-04 - acc: 1.000 - ETA: 3s - loss: 2.0308e-04 - acc: 1.000 - ETA: 3s - loss: 1.9739e-04 - acc: 1.000 - ETA: 3s - loss: 1.9311e-04 - acc: 1.000 - ETA: 3s - loss: 1.8799e-04 - acc: 1.000 - ETA: 3s - loss: 2.1050e-04 - acc: 1.000 - ETA: 3s - loss: 2.0350e-04 - acc: 1.000 - ETA: 3s - loss: 1.9859e-04 - acc: 1.000 - ETA: 3s - loss: 1.9388e-04 - acc: 1.000 - ETA: 3s - loss: 1.9076e-04 - acc: 1.000 - ETA: 3s - loss: 1.8643e-04 - acc: 1.000 - ETA: 3s - loss: 1.8229e-04 - acc: 1.000 - ETA: 3s - loss: 1.7834e-04 - acc: 1.000 - ETA: 3s - loss: 1.7471e-04 - acc: 1.000 - ETA: 3s - loss: 1.7107e-04 - acc: 1.000 - ETA: 3s - loss: 1.6758e-04 - acc: 1.000 - ETA: 3s - loss: 1.6424e-04 - acc: 1.000 - ETA: 3s - loss: 1.6104e-04 - acc: 1.000 - ETA: 2s - loss: 1.5804e-04 - acc: 1.000 - ETA: 2s - loss: 1.5506e-04 - acc: 1.000 - ETA: 2s - loss: 4.9311e-04 - acc: 0.999 - ETA: 2s - loss: 4.8425e-04 - acc: 0.999 - ETA: 2s - loss: 4.7287e-04 - acc: 0.999 - ETA: 2s - loss: 4.6200e-04 - acc: 0.999 - ETA: 2s - loss: 4.5418e-04 - acc: 0.999 - ETA: 2s - loss: 4.4663e-04 - acc: 0.999 - ETA: 2s - loss: 4.3716e-04 - acc: 0.999 - ETA: 2s - loss: 4.3042e-04 - acc: 0.999 - ETA: 2s - loss: 4.2145e-04 - acc: 0.999 - ETA: 2s - loss: 4.1312e-04 - acc: 0.999 - ETA: 2s - loss: 4.0689e-04 - acc: 0.999 - ETA: 2s - loss: 3.9884e-04 - acc: 0.999 - ETA: 2s - loss: 3.9301e-04 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.9995 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 6s 832us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.6688 - val_acc: 0.8551 Epoch 01154: val_loss did not improve from 0.55729 Epoch 1155/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.9479e-07 - acc: 1.000 - ETA: 5s - loss: 5.3836e-07 - acc: 1.000 - ETA: 4s - loss: 4.2738e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 810us/step - loss: 0.0104 - acc: 0.9988 - val_loss: 1.6288 - val_acc: 0.8539 Epoch 01155: val_loss did not improve from 0.55729 Epoch 1156/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9729e-07 - acc: 1.000 - ETA: 5s - loss: 2.1718e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 6s 826us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5793 - val_acc: 0.8599 Epoch 01156: val_loss did not improve from 0.55729 Epoch 1157/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0862e-07 - acc: 1.000 - ETA: 5s - loss: 1.4246e-07 - acc: 1.000 - ETA: 5s - loss: 1.3597e-07 - acc: 1.000 - ETA: 5s - loss: 1.3574e-07 - acc: 1.000 - ETA: 5s - loss: 1.3133e-07 - acc: 1.000 - ETA: 5s - loss: 1.3775e-07 - acc: 1.000 - ETA: 4s - loss: 1.3438e-07 - acc: 1.000 - ETA: 4s - loss: 1.3471e-07 - acc: 1.000 - ETA: 4s - loss: 1.3288e-07 - acc: 1.000 - ETA: 4s - loss: 1.3988e-07 - acc: 1.000 - ETA: 4s - loss: 1.4943e-07 - acc: 1.000 - ETA: 4s - loss: 1.5184e-07 - acc: 1.000 - ETA: 4s - loss: 1.4880e-07 - acc: 1.000 - ETA: 4s - loss: 0.0092 - acc: 0.9989 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 809us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.6440 - val_acc: 0.8527 Epoch 01157: val_loss did not improve from 0.55729 Epoch 1158/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 5s - loss: 1.8850e-07 - acc: 1.000 - ETA: 5s - loss: 1.5385e-07 - acc: 1.000 - ETA: 5s - loss: 1.4549e-07 - acc: 1.000 - ETA: 4s - loss: 2.1776e-07 - acc: 1.000 - ETA: 5s - loss: 2.0133e-07 - acc: 1.000 - ETA: 4s - loss: 0.0299 - acc: 0.9977 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 820us/step - loss: 0.0140 - acc: 0.9990 - val_loss: 1.5853 - val_acc: 0.8467 Epoch 01158: val_loss did not improve from 0.55729 Epoch 1159/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2080e-07 - acc: 1.000 - ETA: 5s - loss: 1.2434e-07 - acc: 1.000 - ETA: 5s - loss: 1.2361e-07 - acc: 1.000 - ETA: 5s - loss: 1.9024e-07 - acc: 1.000 - ETA: 4s - loss: 1.8030e-07 - acc: 1.000 - ETA: 4s - loss: 1.8045e-07 - acc: 1.000 - ETA: 4s - loss: 8.1087e-07 - acc: 1.000 - ETA: 4s - loss: 1.2518e-06 - acc: 1.000 - ETA: 4s - loss: 1.1699e-06 - acc: 1.000 - ETA: 4s - loss: 1.0983e-06 - acc: 1.000 - ETA: 4s - loss: 1.0378e-06 - acc: 1.000 - ETA: 4s - loss: 9.8271e-07 - acc: 1.000 - ETA: 4s - loss: 9.4187e-07 - acc: 1.000 - ETA: 4s - loss: 9.2241e-07 - acc: 1.000 - ETA: 4s - loss: 8.8225e-07 - acc: 1.000 - ETA: 4s - loss: 8.3456e-07 - acc: 1.000 - ETA: 4s - loss: 8.0253e-07 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9993 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 5s 819us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.6883 - val_acc: 0.8407 Epoch 01159: val_loss did not improve from 0.55729 Epoch 1160/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 0.0052 - acc: 1.0000 - ETA: 5s - loss: 0.1033 - acc: 0.993 - ETA: 5s - loss: 0.0752 - acc: 0.995 - ETA: 5s - loss: 0.0590 - acc: 0.996 - ETA: 5s - loss: 0.0486 - acc: 0.997 - ETA: 4s - loss: 0.0394 - acc: 0.997 - ETA: 4s - loss: 0.0344 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.999 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 815us/step - loss: 0.0104 - acc: 0.9990 - val_loss: 1.7163 - val_acc: 0.8419 Epoch 01160: val_loss did not improve from 0.55729 Epoch 1161/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 814us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.6329 - val_acc: 0.8455 Epoch 01161: val_loss did not improve from 0.55729 Epoch 1162/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3194e-07 - acc: 1.000 - ETA: 5s - loss: 1.2921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2645e-07 - acc: 1.000 - ETA: 4s - loss: 1.2591e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9981 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0428 - acc: 0.997 - ETA: 4s - loss: 0.0440 - acc: 0.996 - ETA: 4s - loss: 0.0410 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - 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acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 822us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5012 - val_acc: 0.8563 Epoch 01162: val_loss did not improve from 0.55729 Epoch 1163/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1595 - acc: 0.9875 - ETA: 5s - loss: 0.0911 - acc: 0.992 - ETA: 5s - loss: 0.0580 - acc: 0.995 - ETA: 5s - loss: 0.0456 - acc: 0.996 - ETA: 5s - loss: 0.0375 - acc: 0.997 - ETA: 5s - loss: 0.0319 - acc: 0.997 - ETA: 5s - loss: 0.0277 - acc: 0.997 - ETA: 5s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 816us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.5639 - val_acc: 0.8575 Epoch 01163: val_loss did not improve from 0.55729 Epoch 1164/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.3214e-07 - acc: 1.000 - ETA: 5s - loss: 8.5832e-07 - acc: 1.000 - ETA: 5s - loss: 1.4239e-05 - acc: 1.000 - ETA: 5s - loss: 1.1345e-05 - acc: 1.000 - ETA: 5s - loss: 1.3036e-05 - acc: 1.000 - ETA: 4s - loss: 1.1191e-05 - acc: 1.000 - ETA: 4s - loss: 9.8151e-06 - acc: 1.000 - ETA: 4s - loss: 8.4610e-06 - acc: 1.000 - ETA: 4s - loss: 7.6553e-06 - acc: 1.000 - ETA: 4s - loss: 7.8957e-06 - acc: 1.000 - ETA: 4s - loss: 7.0842e-06 - acc: 1.000 - ETA: 4s - loss: 6.5750e-06 - acc: 1.000 - ETA: 4s - loss: 6.0047e-06 - acc: 1.000 - ETA: 4s - loss: 5.6383e-06 - acc: 1.000 - ETA: 4s - loss: 8.9951e-06 - acc: 1.000 - ETA: 4s - loss: 8.5060e-06 - acc: 1.000 - ETA: 4s - loss: 7.9276e-06 - acc: 1.000 - ETA: 4s - loss: 7.9853e-06 - acc: 1.000 - ETA: 4s - loss: 7.6166e-06 - acc: 1.000 - ETA: 4s - loss: 7.1764e-06 - acc: 1.000 - ETA: 4s - loss: 7.0204e-06 - acc: 1.000 - ETA: 4s - loss: 4.8763e-04 - acc: 0.999 - ETA: 4s - loss: 4.6890e-04 - acc: 0.999 - ETA: 4s - loss: 4.4705e-04 - acc: 0.999 - ETA: 3s - loss: 4.2648e-04 - acc: 0.999 - ETA: 3s - loss: 4.1210e-04 - acc: 0.999 - ETA: 3s - loss: 3.9867e-04 - acc: 0.999 - ETA: 3s - loss: 3.8207e-04 - acc: 0.999 - ETA: 3s - loss: 3.7060e-04 - acc: 0.999 - ETA: 3s - loss: 3.6019e-04 - acc: 0.999 - ETA: 3s - loss: 3.4801e-04 - acc: 0.999 - ETA: 3s - loss: 3.4023e-04 - acc: 0.999 - ETA: 3s - loss: 3.9213e-04 - acc: 0.999 - ETA: 3s - loss: 3.7880e-04 - acc: 0.999 - ETA: 3s - loss: 3.6934e-04 - acc: 0.999 - ETA: 3s - loss: 3.5744e-04 - acc: 0.999 - ETA: 3s - loss: 3.4901e-04 - acc: 0.999 - ETA: 3s - loss: 3.3836e-04 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.9993 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 813us/step - loss: 0.0096 - acc: 0.9991 - val_loss: 1.6145 - val_acc: 0.8599 Epoch 01164: val_loss did not improve from 0.55729 Epoch 1165/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.0083e-07 - acc: 1.000 - ETA: 5s - loss: 4.2022e-07 - acc: 1.000 - ETA: 5s - loss: 5.5676e-04 - acc: 1.000 - ETA: 5s - loss: 4.3751e-04 - acc: 1.000 - ETA: 5s - loss: 8.8549e-04 - acc: 1.000 - ETA: 5s - loss: 7.5902e-04 - acc: 1.000 - ETA: 5s - loss: 6.7128e-04 - acc: 1.000 - ETA: 4s - loss: 5.7942e-04 - acc: 1.000 - ETA: 4s - loss: 5.2387e-04 - acc: 1.000 - ETA: 4s - loss: 4.6672e-04 - acc: 1.000 - ETA: 4s - loss: 4.2988e-04 - acc: 1.000 - ETA: 4s - loss: 3.8895e-04 - acc: 1.000 - ETA: 4s - loss: 3.6306e-04 - acc: 1.000 - ETA: 4s - loss: 3.3345e-04 - acc: 1.000 - ETA: 4s - loss: 3.0861e-04 - acc: 1.000 - ETA: 4s - loss: 2.8834e-04 - acc: 1.000 - ETA: 4s - loss: 2.6945e-04 - acc: 1.000 - ETA: 4s - loss: 2.5684e-04 - acc: 1.000 - ETA: 4s - loss: 2.4241e-04 - acc: 1.000 - ETA: 4s - loss: 2.3217e-04 - acc: 1.000 - ETA: 4s - loss: 2.1980e-04 - acc: 1.000 - ETA: 4s - loss: 2.1136e-04 - acc: 1.000 - ETA: 4s - loss: 2.0353e-04 - acc: 1.000 - ETA: 3s - loss: 1.9396e-04 - acc: 1.000 - ETA: 3s - loss: 1.8735e-04 - acc: 1.000 - ETA: 3s - loss: 1.8438e-04 - acc: 1.000 - ETA: 3s - loss: 1.7856e-04 - acc: 1.000 - ETA: 3s - loss: 1.7310e-04 - acc: 1.000 - ETA: 3s - loss: 1.6632e-04 - acc: 1.000 - ETA: 3s - loss: 1.6157e-04 - acc: 1.000 - ETA: 3s - loss: 1.5708e-04 - acc: 1.000 - ETA: 3s - loss: 1.5284e-04 - acc: 1.000 - ETA: 3s - loss: 1.4884e-04 - acc: 1.000 - ETA: 3s - loss: 1.4523e-04 - acc: 1.000 - ETA: 3s - loss: 1.4160e-04 - acc: 1.000 - ETA: 3s - loss: 2.3277e-04 - acc: 1.000 - ETA: 3s - loss: 2.2545e-04 - acc: 1.000 - ETA: 3s - loss: 2.1857e-04 - acc: 1.000 - ETA: 3s - loss: 2.1401e-04 - acc: 1.000 - ETA: 3s - loss: 2.0934e-04 - acc: 1.000 - ETA: 3s - loss: 2.0340e-04 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9997 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 815us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.6678 - val_acc: 0.8419 Epoch 01165: val_loss did not improve from 0.55729 Epoch 1166/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9803e-06 - acc: 1.000 - ETA: 5s - loss: 8.8217e-07 - acc: 1.000 - ETA: 5s - loss: 5.4040e-06 - acc: 1.000 - ETA: 5s - loss: 3.9654e-06 - acc: 1.000 - ETA: 4s - loss: 2.9417e-06 - acc: 1.000 - ETA: 4s - loss: 2.3563e-06 - acc: 1.000 - ETA: 4s - loss: 2.5833e-06 - acc: 1.000 - ETA: 4s - loss: 2.2964e-06 - acc: 1.000 - ETA: 4s - loss: 2.0029e-06 - acc: 1.000 - ETA: 4s - loss: 1.7893e-06 - acc: 1.000 - ETA: 4s - loss: 1.6501e-06 - acc: 1.000 - ETA: 4s - loss: 1.5080e-06 - acc: 1.000 - ETA: 4s - loss: 1.4115e-06 - acc: 1.000 - ETA: 4s - loss: 1.4014e-06 - acc: 1.000 - ETA: 4s - loss: 1.3245e-06 - acc: 1.000 - ETA: 4s - loss: 1.2768e-06 - acc: 1.000 - ETA: 4s - loss: 1.2160e-06 - acc: 1.000 - ETA: 4s - loss: 1.1441e-06 - acc: 1.000 - ETA: 4s - loss: 1.1871e-06 - acc: 1.000 - ETA: 4s - loss: 1.1403e-06 - acc: 1.000 - ETA: 4s - loss: 1.2080e-06 - acc: 1.000 - ETA: 4s - loss: 1.1882e-06 - acc: 1.000 - ETA: 3s - loss: 1.1415e-06 - acc: 1.000 - ETA: 3s - loss: 1.1050e-06 - acc: 1.000 - ETA: 3s - loss: 1.0606e-06 - acc: 1.000 - ETA: 3s - loss: 1.0188e-06 - acc: 1.000 - ETA: 3s - loss: 9.9027e-07 - acc: 1.000 - ETA: 3s - loss: 9.5441e-07 - acc: 1.000 - ETA: 3s - loss: 9.4122e-07 - acc: 1.000 - ETA: 3s - loss: 1.0643e-06 - acc: 1.000 - ETA: 3s - loss: 1.0614e-06 - acc: 1.000 - ETA: 3s - loss: 1.1324e-06 - acc: 1.000 - ETA: 3s - loss: 1.1058e-06 - acc: 1.000 - ETA: 3s - loss: 1.0723e-06 - acc: 1.000 - ETA: 3s - loss: 1.0423e-06 - acc: 1.000 - ETA: 3s - loss: 1.0201e-06 - acc: 1.000 - ETA: 3s - loss: 9.9282e-07 - acc: 1.000 - ETA: 3s - loss: 9.7296e-07 - acc: 1.000 - ETA: 3s - loss: 9.5399e-07 - acc: 1.000 - ETA: 3s - loss: 9.3599e-07 - acc: 1.000 - ETA: 3s - loss: 9.1403e-07 - acc: 1.000 - ETA: 2s - loss: 8.9778e-07 - acc: 1.000 - ETA: 2s - loss: 8.8207e-07 - acc: 1.000 - ETA: 2s - loss: 8.6200e-07 - acc: 1.000 - ETA: 2s - loss: 8.4295e-07 - acc: 1.000 - ETA: 2s - loss: 8.2607e-07 - acc: 1.000 - ETA: 2s - loss: 8.1306e-07 - acc: 1.000 - ETA: 2s - loss: 8.0083e-07 - acc: 1.000 - ETA: 2s - loss: 7.9224e-07 - acc: 1.000 - ETA: 2s - loss: 8.0513e-07 - acc: 1.000 - ETA: 2s - loss: 7.9654e-07 - acc: 1.000 - ETA: 2s - loss: 7.8525e-07 - acc: 1.000 - ETA: 2s - loss: 7.7077e-07 - acc: 1.000 - ETA: 2s - loss: 2.4165e-04 - acc: 0.999 - ETA: 2s - loss: 2.3786e-04 - acc: 0.999 - ETA: 2s - loss: 2.3298e-04 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.9995 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - 5s 809us/step - loss: 0.0068 - acc: 0.9991 - val_loss: 1.6671 - val_acc: 0.8479 Epoch 01166: val_loss did not improve from 0.55729 Epoch 1167/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.5361e-06 - acc: 1.000 - ETA: 5s - loss: 6.2026e-06 - acc: 1.000 - ETA: 5s - loss: 4.6275e-06 - acc: 1.000 - ETA: 5s - loss: 3.6614e-06 - acc: 1.000 - ETA: 5s - loss: 3.3695e-06 - acc: 1.000 - ETA: 4s - loss: 2.9309e-06 - acc: 1.000 - ETA: 4s - loss: 2.5106e-06 - acc: 1.000 - ETA: 4s - loss: 2.2556e-06 - acc: 1.000 - ETA: 4s - loss: 2.2081e-06 - acc: 1.000 - ETA: 4s - loss: 2.5993e-06 - acc: 1.000 - ETA: 4s - loss: 1.8474e-05 - acc: 1.000 - ETA: 4s - loss: 1.7150e-05 - acc: 1.000 - ETA: 4s - loss: 1.6610e-05 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9990 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 846us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.4897 - val_acc: 0.8539 Epoch 01167: val_loss did not improve from 0.55729 Epoch 1168/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.9145e-05 - acc: 1.000 - ETA: 5s - loss: 2.4515e-05 - acc: 1.000 - ETA: 5s - loss: 1.7880e-05 - acc: 1.000 - ETA: 5s - loss: 1.4085e-05 - acc: 1.000 - ETA: 5s - loss: 1.4380e-05 - acc: 1.000 - ETA: 5s - loss: 1.2241e-05 - acc: 1.000 - ETA: 5s - loss: 2.9507e-05 - acc: 1.000 - ETA: 5s - loss: 2.6405e-05 - acc: 1.000 - ETA: 5s - loss: 2.3717e-05 - acc: 1.000 - ETA: 4s - loss: 2.0859e-05 - acc: 1.000 - ETA: 4s - loss: 1.8617e-05 - acc: 1.000 - ETA: 4s - loss: 1.7235e-05 - acc: 1.000 - ETA: 4s - loss: 1.6044e-05 - acc: 1.000 - ETA: 4s - loss: 1.5028e-05 - acc: 1.000 - ETA: 4s - loss: 1.3864e-05 - acc: 1.000 - ETA: 4s - loss: 1.3087e-05 - acc: 1.000 - ETA: 4s - loss: 1.2922e-05 - acc: 1.000 - ETA: 4s - loss: 1.2282e-05 - acc: 1.000 - ETA: 4s - loss: 1.1704e-05 - acc: 1.000 - ETA: 4s - loss: 1.1178e-05 - acc: 1.000 - ETA: 4s - loss: 1.0702e-05 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9993 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - 6s 852us/step - loss: 0.0091 - acc: 0.9993 - val_loss: 1.6124 - val_acc: 0.8503 Epoch 01168: val_loss did not improve from 0.55729 Epoch 1169/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3032e-07 - acc: 1.000 - ETA: 5s - loss: 1.6051e-07 - acc: 1.000 - ETA: 5s - loss: 1.8903e-06 - acc: 1.000 - ETA: 4s - loss: 1.6225e-06 - acc: 1.000 - ETA: 4s - loss: 1.4772e-06 - acc: 1.000 - ETA: 4s - loss: 1.4431e-06 - acc: 1.000 - ETA: 4s - loss: 1.8246e-06 - acc: 1.000 - ETA: 4s - loss: 1.6302e-06 - acc: 1.000 - ETA: 4s - loss: 1.5109e-06 - acc: 1.000 - ETA: 4s - loss: 1.3785e-06 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 811us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.5247 - val_acc: 0.8467 Epoch 01169: val_loss did not improve from 0.55729 Epoch 1170/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1348 - acc: 0.9900 - ETA: 5s - loss: 0.1645 - acc: 0.988 - ETA: 5s - loss: 0.1234 - acc: 0.991 - ETA: 4s - loss: 0.0925 - acc: 0.993 - ETA: 4s - loss: 0.0779 - acc: 0.994 - ETA: 4s - loss: 0.1212 - acc: 0.991 - ETA: 4s - loss: 0.1072 - acc: 0.992 - ETA: 4s - loss: 0.0929 - acc: 0.993 - ETA: 4s - loss: 0.0820 - acc: 0.994 - ETA: 4s - loss: 0.0753 - acc: 0.994 - ETA: 4s - loss: 0.0680 - acc: 0.995 - ETA: 4s - loss: 0.0634 - acc: 0.995 - ETA: 4s - loss: 0.0581 - acc: 0.995 - ETA: 4s - loss: 0.0547 - acc: 0.996 - ETA: 4s - loss: 0.0507 - acc: 0.996 - ETA: 4s - loss: 0.0481 - acc: 0.996 - ETA: 4s - loss: 0.0450 - acc: 0.996 - ETA: 4s - loss: 0.0429 - acc: 0.996 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0382 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 3s - loss: 0.0349 - acc: 0.997 - ETA: 3s - loss: 0.0336 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0300 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0357 - acc: 0.997 - ETA: 3s - loss: 0.0343 - acc: 0.997 - ETA: 3s - loss: 0.0333 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.997 - ETA: 3s - loss: 0.0313 - acc: 0.997 - ETA: 3s - loss: 0.0302 - acc: 0.997 - ETA: 3s - loss: 0.0292 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0290 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 2s - loss: 0.0268 - acc: 0.997 - ETA: 2s - loss: 0.0262 - acc: 0.998 - ETA: 2s - loss: 0.0256 - acc: 0.998 - ETA: 2s - loss: 0.0249 - acc: 0.998 - ETA: 2s - loss: 0.0244 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - 5s 807us/step - loss: 0.0158 - acc: 0.9988 - val_loss: 1.5984 - val_acc: 0.8491 Epoch 01170: val_loss did not improve from 0.55729 Epoch 1171/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1905e-07 - acc: 1.000 - ETA: 5s - loss: 1.7669e-07 - acc: 1.000 - ETA: 5s - loss: 1.8667e-07 - acc: 1.000 - ETA: 5s - loss: 1.7243e-07 - acc: 1.000 - ETA: 5s - loss: 1.6060e-07 - acc: 1.000 - ETA: 4s - loss: 0.0238 - acc: 0.9977 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 805us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.5087 - val_acc: 0.8467 Epoch 01171: val_loss did not improve from 0.55729 Epoch 1172/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 3.1080e-07 - acc: 1.000 - ETA: 5s - loss: 2.9415e-07 - acc: 1.000 - ETA: 5s - loss: 0.0815 - acc: 0.9923 - ETA: 5s - loss: 0.0624 - acc: 0.994 - ETA: 4s - loss: 0.0505 - acc: 0.995 - ETA: 4s - loss: 0.0442 - acc: 0.995 - ETA: 4s - loss: 0.0379 - acc: 0.996 - ETA: 4s - loss: 0.0342 - acc: 0.996 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.996 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0328 - acc: 0.996 - ETA: 4s - loss: 0.0311 - acc: 0.996 - ETA: 3s - loss: 0.0300 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0254 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 2s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0215 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0208 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0233 - acc: 0.998 - ETA: 1s - loss: 0.0230 - acc: 0.998 - ETA: 1s - loss: 0.0226 - acc: 0.998 - ETA: 1s - loss: 0.0222 - acc: 0.998 - ETA: 1s - loss: 0.0220 - acc: 0.998 - ETA: 1s - loss: 0.0216 - acc: 0.998 - ETA: 1s - loss: 0.0212 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0199 - acc: 0.998 - ETA: 0s - loss: 0.0198 - acc: 0.998 - ETA: 0s - loss: 0.0196 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - 5s 809us/step - loss: 0.0180 - acc: 0.9984 - val_loss: 1.6388 - val_acc: 0.8443 Epoch 01172: val_loss did not improve from 0.55729 Epoch 1173/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4722e-07 - acc: 1.000 - ETA: 5s - loss: 1.2127e-06 - acc: 1.000 - ETA: 4s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 822us/step - loss: 0.0108 - acc: 0.9993 - val_loss: 1.6306 - val_acc: 0.8551 Epoch 01173: val_loss did not improve from 0.55729 Epoch 1174/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 5s - loss: 1.3337e-07 - acc: 1.000 - ETA: 5s - loss: 1.2950e-07 - acc: 1.000 - ETA: 4s - loss: 1.3391e-07 - acc: 1.000 - ETA: 4s - loss: 7.6404e-04 - acc: 1.000 - ETA: 4s - loss: 6.6028e-04 - acc: 1.000 - ETA: 4s - loss: 5.5872e-04 - acc: 1.000 - ETA: 4s - loss: 4.9151e-04 - acc: 1.000 - ETA: 4s - loss: 4.4684e-04 - acc: 1.000 - ETA: 4s - loss: 4.0989e-04 - acc: 1.000 - ETA: 4s - loss: 3.6892e-04 - acc: 1.000 - ETA: 4s - loss: 3.4319e-04 - acc: 1.000 - ETA: 4s - loss: 3.1400e-04 - acc: 1.000 - ETA: 4s - loss: 2.8938e-04 - acc: 1.000 - ETA: 4s - loss: 2.7331e-04 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9991 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 807us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.5858 - val_acc: 0.8491 Epoch 01174: val_loss did not improve from 0.55729 Epoch 1175/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.3558e-07 - acc: 1.000 - ETA: 5s - loss: 3.0233e-06 - acc: 1.000 - ETA: 5s - loss: 2.3354e-06 - acc: 1.000 - ETA: 5s - loss: 1.8930e-06 - acc: 1.000 - ETA: 4s - loss: 1.5271e-06 - acc: 1.000 - ETA: 4s - loss: 1.3755e-06 - acc: 1.000 - ETA: 4s - loss: 1.1847e-06 - acc: 1.000 - ETA: 4s - loss: 1.0427e-06 - acc: 1.000 - ETA: 4s - loss: 9.6222e-07 - acc: 1.000 - ETA: 4s - loss: 8.7109e-07 - acc: 1.000 - ETA: 4s - loss: 8.1470e-07 - acc: 1.000 - ETA: 4s - loss: 7.5147e-07 - acc: 1.000 - ETA: 4s - loss: 7.1111e-07 - acc: 1.000 - ETA: 4s - loss: 1.1415e-06 - acc: 1.000 - ETA: 4s - loss: 1.0858e-06 - acc: 1.000 - ETA: 4s - loss: 1.0194e-06 - acc: 1.000 - ETA: 4s - loss: 9.7516e-07 - acc: 1.000 - ETA: 4s - loss: 1.0134e-06 - acc: 1.000 - ETA: 4s - loss: 9.6153e-07 - acc: 1.000 - ETA: 4s - loss: 9.4746e-07 - acc: 1.000 - ETA: 4s - loss: 9.0461e-07 - acc: 1.000 - ETA: 4s - loss: 8.7622e-07 - acc: 1.000 - ETA: 3s - loss: 8.3974e-07 - acc: 1.000 - ETA: 3s - loss: 0.0087 - acc: 0.9994 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 809us/step - loss: 0.0151 - acc: 0.9984 - val_loss: 1.6470 - val_acc: 0.8419 Epoch 01175: val_loss did not improve from 0.55729 Epoch 1176/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 1.3630e-07 - acc: 1.000 - ETA: 4s - loss: 1.3220e-05 - acc: 1.000 - ETA: 4s - loss: 1.0947e-05 - acc: 1.000 - ETA: 4s - loss: 9.6980e-06 - acc: 1.000 - ETA: 4s - loss: 8.7073e-06 - acc: 1.000 - ETA: 4s - loss: 7.6666e-06 - acc: 1.000 - ETA: 4s - loss: 7.0642e-06 - acc: 1.000 - ETA: 4s - loss: 6.5302e-06 - acc: 1.000 - ETA: 4s - loss: 1.3295e-05 - acc: 1.000 - ETA: 4s - loss: 1.2437e-05 - acc: 1.000 - ETA: 4s - loss: 1.1454e-05 - acc: 1.000 - ETA: 4s - loss: 1.0615e-05 - acc: 1.000 - ETA: 4s - loss: 1.0087e-05 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9992 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 811us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.5943 - val_acc: 0.8431 Epoch 01176: val_loss did not improve from 0.55729 Epoch 1177/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 810us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.5261 - val_acc: 0.8371 Epoch 01177: val_loss did not improve from 0.55729 Epoch 1178/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2652e-07 - acc: 1.000 - ETA: 4s - loss: 1.2497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2409e-07 - acc: 1.000 - ETA: 4s - loss: 0.0137 - acc: 0.9981 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.997 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 812us/step - loss: 0.0110 - acc: 0.9987 - val_loss: 1.5949 - val_acc: 0.8503 Epoch 01178: val_loss did not improve from 0.55729 Epoch 1179/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.8349e-05 - acc: 1.000 - ETA: 5s - loss: 1.9940e-05 - acc: 1.000 - ETA: 5s - loss: 1.9992e-04 - acc: 1.000 - ETA: 5s - loss: 1.2727e-04 - acc: 1.000 - ETA: 5s - loss: 1.0003e-04 - acc: 1.000 - ETA: 5s - loss: 0.0384 - acc: 0.9972 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 810us/step - loss: 0.0107 - acc: 0.9990 - val_loss: 1.5460 - val_acc: 0.8527 Epoch 01179: val_loss did not improve from 0.55729 Epoch 1180/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.3314e-07 - acc: 1.000 - ETA: 5s - loss: 2.8730e-07 - acc: 1.000 - ETA: 5s - loss: 2.3395e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 805us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.4647 - val_acc: 0.8503 Epoch 01180: val_loss did not improve from 0.55729 Epoch 1181/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.8738e-07 - acc: 1.000 - ETA: 5s - loss: 2.2027e-07 - acc: 1.000 - ETA: 4s - loss: 1.9332e-07 - acc: 1.000 - ETA: 4s - loss: 1.7587e-06 - acc: 1.000 - ETA: 4s - loss: 1.5351e-06 - acc: 1.000 - ETA: 4s - loss: 1.3176e-06 - acc: 1.000 - ETA: 4s - loss: 1.1732e-06 - acc: 1.000 - ETA: 4s - loss: 1.0774e-06 - acc: 1.000 - ETA: 4s - loss: 9.7381e-07 - acc: 1.000 - ETA: 4s - loss: 9.1195e-07 - acc: 1.000 - ETA: 4s - loss: 8.5912e-07 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9989 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 807us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.6083 - val_acc: 0.8431 Epoch 01181: val_loss did not improve from 0.55729 Epoch 1182/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.1352e-05 - acc: 1.000 - ETA: 5s - loss: 1.0366e-05 - acc: 1.000 - ETA: 5s - loss: 5.8137e-06 - acc: 1.000 - ETA: 5s - loss: 4.3911e-06 - acc: 1.000 - ETA: 5s - loss: 4.1431e-06 - acc: 1.000 - ETA: 4s - loss: 3.2960e-06 - acc: 1.000 - ETA: 4s - loss: 2.7438e-06 - acc: 1.000 - ETA: 4s - loss: 2.4650e-06 - acc: 1.000 - ETA: 4s - loss: 2.2337e-06 - acc: 1.000 - ETA: 4s - loss: 2.0554e-06 - acc: 1.000 - ETA: 4s - loss: 2.2625e-06 - acc: 1.000 - ETA: 4s - loss: 2.0976e-06 - acc: 1.000 - ETA: 4s - loss: 1.9136e-06 - acc: 1.000 - ETA: 4s - loss: 1.7609e-06 - acc: 1.000 - ETA: 4s - loss: 0.0161 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 810us/step - loss: 0.0117 - acc: 0.9990 - val_loss: 1.5798 - val_acc: 0.8491 Epoch 01182: val_loss did not improve from 0.55729 Epoch 1183/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.0054e-07 - acc: 1.000 - ETA: 5s - loss: 2.9579e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 2.1886e-07 - acc: 1.000 - ETA: 4s - loss: 2.8312e-07 - acc: 1.000 - ETA: 4s - loss: 3.2725e-06 - acc: 1.000 - ETA: 4s - loss: 2.9095e-06 - acc: 1.000 - ETA: 4s - loss: 3.3610e-06 - acc: 1.000 - ETA: 4s - loss: 3.1975e-06 - acc: 1.000 - ETA: 4s - loss: 2.9514e-06 - acc: 1.000 - ETA: 4s - loss: 2.6732e-06 - acc: 1.000 - ETA: 4s - loss: 2.6221e-06 - acc: 1.000 - ETA: 4s - loss: 2.4092e-06 - acc: 1.000 - ETA: 4s - loss: 2.2296e-06 - acc: 1.000 - ETA: 4s - loss: 2.0761e-06 - acc: 1.000 - ETA: 4s - loss: 1.9437e-06 - acc: 1.000 - ETA: 4s - loss: 1.8554e-06 - acc: 1.000 - ETA: 4s - loss: 1.7561e-06 - acc: 1.000 - ETA: 4s - loss: 1.6854e-06 - acc: 1.000 - ETA: 4s - loss: 1.8549e-06 - acc: 1.000 - ETA: 4s - loss: 1.7867e-06 - acc: 1.000 - ETA: 3s - loss: 1.7034e-06 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9994 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 809us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.6158 - val_acc: 0.8455 Epoch 01183: val_loss did not improve from 0.55729 Epoch 1184/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.4641e-07 - acc: 1.000 - ETA: 5s - loss: 5.7264e-07 - acc: 1.000 - ETA: 5s - loss: 4.7357e-07 - acc: 1.000 - ETA: 5s - loss: 3.7488e-07 - acc: 1.000 - ETA: 5s - loss: 5.5486e-07 - acc: 1.000 - ETA: 5s - loss: 6.2927e-07 - acc: 1.000 - ETA: 4s - loss: 5.4909e-07 - acc: 1.000 - ETA: 4s - loss: 5.0410e-07 - acc: 1.000 - ETA: 4s - loss: 4.5897e-07 - acc: 1.000 - ETA: 4s - loss: 4.3410e-07 - acc: 1.000 - ETA: 4s - loss: 4.1143e-07 - acc: 1.000 - ETA: 4s - loss: 4.2810e-07 - acc: 1.000 - ETA: 4s - loss: 6.2344e-06 - acc: 1.000 - ETA: 4s - loss: 5.8667e-06 - acc: 1.000 - ETA: 4s - loss: 5.4373e-06 - acc: 1.000 - ETA: 4s - loss: 5.1524e-06 - acc: 1.000 - ETA: 4s - loss: 4.8458e-06 - acc: 1.000 - ETA: 4s - loss: 4.6207e-06 - acc: 1.000 - ETA: 4s - loss: 4.3618e-06 - acc: 1.000 - ETA: 4s - loss: 4.1886e-06 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9993 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 811us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.5847 - val_acc: 0.8395 Epoch 01184: val_loss did not improve from 0.55729 Epoch 1185/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.3204e-06 - acc: 1.000 - ETA: 5s - loss: 1.7224e-06 - acc: 1.000 - ETA: 4s - loss: 3.6364e-06 - acc: 1.000 - ETA: 4s - loss: 2.9334e-06 - acc: 1.000 - ETA: 5s - loss: 3.0122e-06 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - 5s 809us/step - loss: 0.0079 - acc: 0.9990 - val_loss: 1.6192 - val_acc: 0.8431 Epoch 01185: val_loss did not improve from 0.55729 Epoch 1186/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.7418e-07 - acc: 1.000 - ETA: 5s - loss: 2.6941e-07 - acc: 1.000 - ETA: 5s - loss: 2.1309e-07 - acc: 1.000 - ETA: 5s - loss: 2.7195e-07 - acc: 1.000 - ETA: 5s - loss: 8.1609e-06 - acc: 1.000 - ETA: 5s - loss: 6.8321e-06 - acc: 1.000 - ETA: 4s - loss: 5.6311e-06 - acc: 1.000 - ETA: 4s - loss: 4.7831e-06 - acc: 1.000 - ETA: 4s - loss: 4.3365e-06 - acc: 1.000 - ETA: 4s - loss: 3.8378e-06 - acc: 1.000 - ETA: 4s - loss: 3.4377e-06 - acc: 1.000 - ETA: 4s - loss: 3.1888e-06 - acc: 1.000 - ETA: 4s - loss: 2.9748e-06 - acc: 1.000 - ETA: 4s - loss: 2.7320e-06 - acc: 1.000 - ETA: 4s - loss: 2.5826e-06 - acc: 1.000 - ETA: 4s - loss: 2.4067e-06 - acc: 1.000 - ETA: 4s - loss: 2.2613e-06 - acc: 1.000 - ETA: 4s - loss: 2.4263e-06 - acc: 1.000 - ETA: 4s - loss: 2.3622e-06 - acc: 1.000 - ETA: 4s - loss: 2.2633e-06 - acc: 1.000 - ETA: 4s - loss: 2.1727e-06 - acc: 1.000 - ETA: 4s - loss: 2.0706e-06 - acc: 1.000 - ETA: 4s - loss: 1.9718e-06 - acc: 1.000 - ETA: 3s - loss: 0.0096 - acc: 0.9994 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 806us/step - loss: 0.0083 - acc: 0.9993 - val_loss: 1.5222 - val_acc: 0.8335 Epoch 01186: val_loss did not improve from 0.55729 Epoch 1187/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4678e-07 - acc: 1.000 - ETA: 5s - loss: 1.3496e-07 - acc: 1.000 - ETA: 5s - loss: 1.3303e-07 - acc: 1.000 - ETA: 4s - loss: 2.6882e-07 - acc: 1.000 - ETA: 5s - loss: 3.2866e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 805us/step - loss: 0.0072 - acc: 0.9991 - val_loss: 1.5526 - val_acc: 0.8491 Epoch 01187: val_loss did not improve from 0.55729 Epoch 1188/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2040e-06 - acc: 1.000 - ETA: 4s - loss: 3.3975e-07 - acc: 1.000 - ETA: 5s - loss: 2.7754e-07 - acc: 1.000 - ETA: 4s - loss: 2.0389e-06 - acc: 1.000 - ETA: 4s - loss: 1.7206e-06 - acc: 1.000 - ETA: 4s - loss: 1.7562e-06 - acc: 1.000 - ETA: 4s - loss: 1.4715e-06 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9981 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 804us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6346 - val_acc: 0.8479 Epoch 01188: val_loss did not improve from 0.55729 Epoch 1189/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5555e-06 - acc: 1.000 - ETA: 5s - loss: 4.6181e-05 - acc: 1.000 - ETA: 5s - loss: 2.3177e-05 - acc: 1.000 - ETA: 5s - loss: 1.6949e-05 - acc: 1.000 - ETA: 4s - loss: 0.0307 - acc: 0.9967 - ETA: 5s - loss: 0.0343 - acc: 0.994 - ETA: 4s - loss: 0.0281 - acc: 0.995 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0161 - acc: 0.996 - ETA: 4s - loss: 0.0169 - acc: 0.995 - ETA: 4s - loss: 0.0159 - acc: 0.996 - ETA: 4s - loss: 0.0148 - acc: 0.996 - ETA: 4s - loss: 0.0140 - acc: 0.996 - ETA: 4s - loss: 0.0131 - acc: 0.996 - ETA: 4s - loss: 0.0125 - acc: 0.996 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0111 - acc: 0.997 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 3s - loss: 0.0102 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0178 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0145 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 3s - loss: 0.0161 - acc: 0.997 - ETA: 2s - loss: 0.0156 - acc: 0.997 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.997 - ETA: 2s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0147 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.997 - ETA: 2s - loss: 0.0141 - acc: 0.997 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 806us/step - loss: 0.0109 - acc: 0.9987 - val_loss: 1.5619 - val_acc: 0.8539 Epoch 01189: val_loss did not improve from 0.55729 Epoch 1190/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 4.6805e-06 - acc: 1.000 - ETA: 5s - loss: 2.4833e-06 - acc: 1.000 - ETA: 4s - loss: 2.3177e-06 - acc: 1.000 - ETA: 4s - loss: 1.8780e-06 - acc: 1.000 - ETA: 5s - loss: 1.6052e-06 - acc: 1.000 - ETA: 4s - loss: 1.3378e-06 - acc: 1.000 - ETA: 4s - loss: 1.1616e-06 - acc: 1.000 - ETA: 4s - loss: 1.0624e-06 - acc: 1.000 - ETA: 4s - loss: 9.5072e-07 - acc: 1.000 - ETA: 4s - loss: 8.8192e-07 - acc: 1.000 - ETA: 4s - loss: 8.0640e-07 - acc: 1.000 - ETA: 4s - loss: 7.5266e-07 - acc: 1.000 - ETA: 4s - loss: 7.1223e-07 - acc: 1.000 - ETA: 4s - loss: 7.1134e-07 - acc: 1.000 - ETA: 4s - loss: 9.3590e-07 - acc: 1.000 - ETA: 4s - loss: 8.9438e-07 - acc: 1.000 - ETA: 4s - loss: 8.5542e-07 - acc: 1.000 - ETA: 4s - loss: 8.0872e-07 - acc: 1.000 - ETA: 4s - loss: 7.6836e-07 - acc: 1.000 - ETA: 4s - loss: 7.3842e-07 - acc: 1.000 - ETA: 4s - loss: 7.1348e-07 - acc: 1.000 - ETA: 4s - loss: 6.8445e-07 - acc: 1.000 - ETA: 3s - loss: 6.6352e-07 - acc: 1.000 - ETA: 3s - loss: 6.3875e-07 - acc: 1.000 - ETA: 3s - loss: 6.1540e-07 - acc: 1.000 - ETA: 3s - loss: 5.9922e-07 - acc: 1.000 - ETA: 3s - loss: 5.8763e-07 - acc: 1.000 - ETA: 3s - loss: 5.7343e-07 - acc: 1.000 - ETA: 3s - loss: 5.5614e-07 - acc: 1.000 - ETA: 3s - loss: 5.4251e-07 - acc: 1.000 - ETA: 3s - loss: 5.3912e-07 - acc: 1.000 - ETA: 3s - loss: 5.2439e-07 - acc: 1.000 - ETA: 3s - loss: 5.1458e-07 - acc: 1.000 - ETA: 3s - loss: 5.0475e-07 - acc: 1.000 - ETA: 3s - loss: 4.9455e-07 - acc: 1.000 - ETA: 3s - loss: 4.8291e-07 - acc: 1.000 - ETA: 3s - loss: 4.7458e-07 - acc: 1.000 - ETA: 3s - loss: 4.6743e-07 - acc: 1.000 - ETA: 3s - loss: 4.6597e-07 - acc: 1.000 - ETA: 3s - loss: 4.5620e-07 - acc: 1.000 - ETA: 2s - loss: 4.4713e-07 - acc: 1.000 - ETA: 2s - loss: 4.4053e-07 - acc: 1.000 - ETA: 2s - loss: 4.3419e-07 - acc: 1.000 - ETA: 2s - loss: 4.2632e-07 - acc: 1.000 - ETA: 2s - loss: 4.1872e-07 - acc: 1.000 - ETA: 2s - loss: 4.1339e-07 - acc: 1.000 - ETA: 2s - loss: 4.0634e-07 - acc: 1.000 - ETA: 2s - loss: 4.0149e-07 - acc: 1.000 - ETA: 2s - loss: 3.9558e-07 - acc: 1.000 - ETA: 2s - loss: 3.9090e-07 - acc: 1.000 - ETA: 2s - loss: 3.8489e-07 - acc: 1.000 - ETA: 2s - loss: 3.9013e-07 - acc: 1.000 - ETA: 2s - loss: 3.8695e-07 - acc: 1.000 - ETA: 2s - loss: 3.8137e-07 - acc: 1.000 - ETA: 2s - loss: 3.7771e-07 - acc: 1.000 - ETA: 2s - loss: 3.7251e-07 - acc: 1.000 - ETA: 2s - loss: 3.6913e-07 - acc: 1.000 - ETA: 2s - loss: 3.6428e-07 - acc: 1.000 - ETA: 1s - loss: 3.5970e-07 - acc: 1.000 - ETA: 1s - loss: 3.5631e-07 - acc: 1.000 - ETA: 1s - loss: 0.0037 - acc: 0.9998 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 806us/step - loss: 0.0073 - acc: 0.9996 - val_loss: 1.5985 - val_acc: 0.8491 Epoch 01190: val_loss did not improve from 0.55729 Epoch 1191/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 2.6202e-06 - acc: 1.000 - ETA: 4s - loss: 1.9535e-06 - acc: 1.000 - ETA: 5s - loss: 2.0465e-06 - acc: 1.000 - ETA: 4s - loss: 3.8223e-06 - acc: 1.000 - ETA: 4s - loss: 0.0302 - acc: 0.9980 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 806us/step - loss: 0.0129 - acc: 0.9987 - val_loss: 1.5226 - val_acc: 0.8419 Epoch 01191: val_loss did not improve from 0.55729 Epoch 1192/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 5.1801e-06 - acc: 1.000 - ETA: 5s - loss: 2.7575e-05 - acc: 1.000 - ETA: 5s - loss: 2.0255e-05 - acc: 1.000 - ETA: 4s - loss: 1.6040e-05 - acc: 1.000 - ETA: 4s - loss: 1.3870e-05 - acc: 1.000 - ETA: 4s - loss: 1.2737e-05 - acc: 1.000 - ETA: 4s - loss: 1.1398e-05 - acc: 1.000 - ETA: 4s - loss: 1.0374e-05 - acc: 1.000 - ETA: 4s - loss: 1.7646e-05 - acc: 1.000 - ETA: 4s - loss: 1.6476e-05 - acc: 1.000 - ETA: 4s - loss: 1.9427e-05 - acc: 1.000 - ETA: 4s - loss: 1.7820e-05 - acc: 1.000 - ETA: 4s - loss: 3.0315e-05 - acc: 1.000 - ETA: 4s - loss: 2.8127e-05 - acc: 1.000 - ETA: 4s - loss: 2.6679e-05 - acc: 1.000 - ETA: 4s - loss: 2.6266e-05 - acc: 1.000 - ETA: 4s - loss: 2.4657e-05 - acc: 1.000 - ETA: 4s - loss: 2.3582e-05 - acc: 1.000 - ETA: 4s - loss: 4.9728e-05 - acc: 1.000 - ETA: 4s - loss: 4.7195e-05 - acc: 1.000 - ETA: 4s - loss: 4.5411e-05 - acc: 1.000 - ETA: 3s - loss: 4.3238e-05 - acc: 1.000 - ETA: 3s - loss: 4.1734e-05 - acc: 1.000 - ETA: 3s - loss: 4.0223e-05 - acc: 1.000 - ETA: 3s - loss: 3.8519e-05 - acc: 1.000 - ETA: 3s - loss: 3.6953e-05 - acc: 1.000 - ETA: 3s - loss: 3.6048e-05 - acc: 1.000 - ETA: 3s - loss: 3.4691e-05 - acc: 1.000 - ETA: 3s - loss: 3.3731e-05 - acc: 1.000 - ETA: 3s - loss: 3.2531e-05 - acc: 1.000 - ETA: 3s - loss: 3.1415e-05 - acc: 1.000 - ETA: 3s - loss: 3.0627e-05 - acc: 1.000 - ETA: 3s - loss: 2.9666e-05 - acc: 1.000 - ETA: 3s - loss: 2.8755e-05 - acc: 1.000 - ETA: 3s - loss: 2.7886e-05 - acc: 1.000 - ETA: 3s - loss: 2.7265e-05 - acc: 1.000 - ETA: 3s - loss: 2.6478e-05 - acc: 1.000 - ETA: 2s - loss: 2.5736e-05 - acc: 1.000 - ETA: 2s - loss: 3.1458e-05 - acc: 1.000 - ETA: 2s - loss: 8.4740e-05 - acc: 1.000 - ETA: 2s - loss: 8.2528e-05 - acc: 1.000 - ETA: 2s - loss: 8.0952e-05 - acc: 1.000 - ETA: 2s - loss: 7.8958e-05 - acc: 1.000 - ETA: 2s - loss: 7.7509e-05 - acc: 1.000 - ETA: 2s - loss: 0.0092 - acc: 0.9994 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 804us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.5310 - val_acc: 0.8491 Epoch 01192: val_loss did not improve from 0.55729 Epoch 1193/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0781 - acc: 0.9900 - ETA: 5s - loss: 0.0488 - acc: 0.993 - ETA: 4s - loss: 0.0325 - acc: 0.995 - ETA: 4s - loss: 0.0260 - acc: 0.996 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - 6s 827us/step - loss: 0.0084 - acc: 0.9991 - val_loss: 1.4725 - val_acc: 0.8527 Epoch 01193: val_loss did not improve from 0.55729 Epoch 1194/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3097e-07 - acc: 1.000 - ETA: 5s - loss: 1.8307e-07 - acc: 1.000 - ETA: 5s - loss: 1.6451e-07 - acc: 1.000 - ETA: 5s - loss: 4.5943e-07 - acc: 1.000 - ETA: 5s - loss: 3.9824e-07 - acc: 1.000 - ETA: 5s - loss: 3.6234e-07 - acc: 1.000 - ETA: 5s - loss: 3.2919e-07 - acc: 1.000 - ETA: 5s - loss: 3.3940e-05 - acc: 1.000 - ETA: 5s - loss: 3.0472e-05 - acc: 1.000 - ETA: 4s - loss: 2.6799e-05 - acc: 1.000 - ETA: 4s - loss: 2.4738e-05 - acc: 1.000 - ETA: 4s - loss: 2.2851e-05 - acc: 1.000 - ETA: 4s - loss: 2.0736e-05 - acc: 1.000 - ETA: 4s - loss: 1.9392e-05 - acc: 1.000 - ETA: 4s - loss: 1.7851e-05 - acc: 1.000 - ETA: 4s - loss: 1.6987e-05 - acc: 1.000 - ETA: 4s - loss: 3.6439e-05 - acc: 1.000 - ETA: 4s - loss: 3.4621e-05 - acc: 1.000 - ETA: 4s - loss: 3.2493e-05 - acc: 1.000 - ETA: 4s - loss: 3.1099e-05 - acc: 1.000 - ETA: 4s - loss: 2.9752e-05 - acc: 1.000 - ETA: 4s - loss: 0.0112 - acc: 0.9993 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 6s 842us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6142 - val_acc: 0.8491 Epoch 01194: val_loss did not improve from 0.55729 Epoch 1195/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7583e-07 - acc: 1.000 - ETA: 5s - loss: 1.6039e-07 - acc: 1.000 - ETA: 4s - loss: 1.5120e-07 - acc: 1.000 - ETA: 5s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 7.9455e-05 - acc: 1.000 - ETA: 4s - loss: 6.6761e-05 - acc: 1.000 - ETA: 4s - loss: 5.9621e-05 - acc: 1.000 - ETA: 4s - loss: 5.4752e-05 - acc: 1.000 - ETA: 4s - loss: 4.9931e-05 - acc: 1.000 - ETA: 4s - loss: 4.8857e-05 - acc: 1.000 - ETA: 4s - loss: 4.5202e-05 - acc: 1.000 - ETA: 4s - loss: 4.2056e-05 - acc: 1.000 - ETA: 4s - loss: 3.9329e-05 - acc: 1.000 - ETA: 4s - loss: 3.6928e-05 - acc: 1.000 - ETA: 4s - loss: 3.4815e-05 - acc: 1.000 - ETA: 4s - loss: 3.2926e-05 - acc: 1.000 - ETA: 4s - loss: 3.1230e-05 - acc: 1.000 - ETA: 4s - loss: 2.9849e-05 - acc: 1.000 - ETA: 4s - loss: 2.8455e-05 - acc: 1.000 - ETA: 4s - loss: 2.6794e-05 - acc: 1.000 - ETA: 4s - loss: 2.5738e-05 - acc: 1.000 - ETA: 4s - loss: 2.4372e-05 - acc: 1.000 - ETA: 4s - loss: 2.3796e-05 - acc: 1.000 - ETA: 4s - loss: 2.2929e-05 - acc: 1.000 - ETA: 4s - loss: 2.1856e-05 - acc: 1.000 - ETA: 3s - loss: 2.1114e-05 - acc: 1.000 - ETA: 3s - loss: 2.0481e-05 - acc: 1.000 - ETA: 3s - loss: 1.9831e-05 - acc: 1.000 - ETA: 3s - loss: 1.9225e-05 - acc: 1.000 - ETA: 3s - loss: 1.8652e-05 - acc: 1.000 - ETA: 3s - loss: 1.8112e-05 - acc: 1.000 - ETA: 3s - loss: 1.7688e-05 - acc: 1.000 - ETA: 3s - loss: 1.7204e-05 - acc: 1.000 - ETA: 3s - loss: 1.6600e-05 - acc: 1.000 - ETA: 3s - loss: 1.6037e-05 - acc: 1.000 - ETA: 3s - loss: 1.5511e-05 - acc: 1.000 - ETA: 3s - loss: 1.5018e-05 - acc: 1.000 - ETA: 3s - loss: 1.4557e-05 - acc: 1.000 - ETA: 3s - loss: 1.4123e-05 - acc: 1.000 - ETA: 3s - loss: 1.3714e-05 - acc: 1.000 - ETA: 3s - loss: 1.3329e-05 - acc: 1.000 - ETA: 3s - loss: 1.2969e-05 - acc: 1.000 - ETA: 2s - loss: 1.7528e-05 - acc: 1.000 - ETA: 2s - loss: 1.7070e-05 - acc: 1.000 - ETA: 2s - loss: 1.6742e-05 - acc: 1.000 - ETA: 2s - loss: 1.6324e-05 - acc: 1.000 - ETA: 2s - loss: 1.6024e-05 - acc: 1.000 - ETA: 2s - loss: 1.5641e-05 - acc: 1.000 - ETA: 2s - loss: 1.5276e-05 - acc: 1.000 - ETA: 2s - loss: 1.5015e-05 - acc: 1.000 - ETA: 2s - loss: 1.4679e-05 - acc: 1.000 - ETA: 2s - loss: 1.4380e-05 - acc: 1.000 - ETA: 2s - loss: 0.0033 - acc: 0.9997 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 6s 833us/step - loss: 0.0093 - acc: 0.9993 - val_loss: 1.6353 - val_acc: 0.8527 Epoch 01195: val_loss did not improve from 0.55729 Epoch 1196/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.5534e-07 - acc: 1.000 - ETA: 5s - loss: 1.4549e-07 - acc: 1.000 - ETA: 5s - loss: 4.1809e-07 - acc: 1.000 - ETA: 5s - loss: 5.9201e-06 - acc: 1.000 - ETA: 4s - loss: 5.0914e-06 - acc: 1.000 - ETA: 4s - loss: 4.2963e-06 - acc: 1.000 - ETA: 4s - loss: 3.7235e-06 - acc: 1.000 - ETA: 4s - loss: 3.9676e-06 - acc: 1.000 - ETA: 4s - loss: 0.0164 - acc: 0.9986 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 807us/step - loss: 0.0113 - acc: 0.9987 - val_loss: 1.6401 - val_acc: 0.8455 Epoch 01196: val_loss did not improve from 0.55729 Epoch 1197/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0862e-07 - acc: 1.000 - ETA: 5s - loss: 2.7493e-07 - acc: 1.000 - ETA: 5s - loss: 2.0819e-07 - acc: 1.000 - ETA: 5s - loss: 1.8388e-07 - acc: 1.000 - ETA: 5s - loss: 5.9394e-07 - acc: 1.000 - ETA: 5s - loss: 6.1289e-07 - acc: 1.000 - ETA: 4s - loss: 1.3526e-06 - acc: 1.000 - ETA: 4s - loss: 0.0281 - acc: 0.9980 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 808us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.5468 - val_acc: 0.8467 Epoch 01197: val_loss did not improve from 0.55729 Epoch 1198/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4661e-07 - acc: 1.000 - ETA: 5s - loss: 2.0649e-07 - acc: 1.000 - ETA: 5s - loss: 6.6610e-07 - acc: 1.000 - ETA: 5s - loss: 5.5370e-07 - acc: 1.000 - ETA: 5s - loss: 2.4162e-06 - acc: 1.000 - ETA: 4s - loss: 2.1060e-06 - acc: 1.000 - ETA: 4s - loss: 2.1549e-06 - acc: 1.000 - ETA: 4s - loss: 1.8701e-06 - acc: 1.000 - ETA: 4s - loss: 1.6533e-06 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9986 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 808us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.5478 - val_acc: 0.8455 Epoch 01198: val_loss did not improve from 0.55729 Epoch 1199/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.1560e-05 - acc: 1.000 - ETA: 5s - loss: 8.5497e-06 - acc: 1.000 - ETA: 4s - loss: 6.3044e-06 - acc: 1.000 - ETA: 5s - loss: 5.3553e-06 - acc: 1.000 - ETA: 4s - loss: 4.5366e-06 - acc: 1.000 - ETA: 4s - loss: 2.9297e-05 - acc: 1.000 - ETA: 4s - loss: 2.5824e-05 - acc: 1.000 - ETA: 4s - loss: 2.3414e-05 - acc: 1.000 - ETA: 4s - loss: 2.0829e-05 - acc: 1.000 - ETA: 4s - loss: 1.9358e-05 - acc: 1.000 - ETA: 4s - loss: 1.7568e-05 - acc: 1.000 - ETA: 4s - loss: 1.6463e-05 - acc: 1.000 - ETA: 4s - loss: 1.6691e-05 - acc: 1.000 - ETA: 4s - loss: 1.5464e-05 - acc: 1.000 - ETA: 4s - loss: 1.5582e-05 - acc: 1.000 - ETA: 4s - loss: 1.4580e-05 - acc: 1.000 - ETA: 4s - loss: 1.3690e-05 - acc: 1.000 - ETA: 4s - loss: 1.3091e-05 - acc: 1.000 - ETA: 4s - loss: 1.2372e-05 - acc: 1.000 - ETA: 4s - loss: 1.1959e-05 - acc: 1.000 - ETA: 3s - loss: 1.1510e-05 - acc: 1.000 - ETA: 3s - loss: 1.0962e-05 - acc: 1.000 - ETA: 3s - loss: 1.0584e-05 - acc: 1.000 - ETA: 3s - loss: 1.0130e-05 - acc: 1.000 - ETA: 3s - loss: 9.8278e-06 - acc: 1.000 - ETA: 3s - loss: 9.5275e-06 - acc: 1.000 - ETA: 3s - loss: 9.1638e-06 - acc: 1.000 - ETA: 3s - loss: 8.9029e-06 - acc: 1.000 - ETA: 3s - loss: 8.5775e-06 - acc: 1.000 - ETA: 3s - loss: 8.3044e-06 - acc: 1.000 - ETA: 3s - loss: 8.0944e-06 - acc: 1.000 - ETA: 3s - loss: 8.2749e-06 - acc: 1.000 - ETA: 3s - loss: 8.0097e-06 - acc: 1.000 - ETA: 3s - loss: 7.8265e-06 - acc: 1.000 - ETA: 3s - loss: 7.6017e-06 - acc: 1.000 - ETA: 3s - loss: 7.3955e-06 - acc: 1.000 - ETA: 3s - loss: 7.2412e-06 - acc: 1.000 - ETA: 3s - loss: 7.0393e-06 - acc: 1.000 - ETA: 2s - loss: 6.9199e-06 - acc: 1.000 - ETA: 2s - loss: 6.7380e-06 - acc: 1.000 - ETA: 2s - loss: 6.5638e-06 - acc: 1.000 - ETA: 2s - loss: 6.4032e-06 - acc: 1.000 - ETA: 2s - loss: 6.2846e-06 - acc: 1.000 - ETA: 2s - loss: 0.0050 - acc: 0.9997 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - 5s 805us/step - loss: 0.0059 - acc: 0.9993 - val_loss: 1.5124 - val_acc: 0.8503 Epoch 01199: val_loss did not improve from 0.55729 Epoch 1200/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.7525e-05 - acc: 1.000 - ETA: 5s - loss: 2.7338e-05 - acc: 1.000 - ETA: 4s - loss: 2.0255e-05 - acc: 1.000 - ETA: 5s - loss: 1.7522e-05 - acc: 1.000 - ETA: 4s - loss: 1.4358e-05 - acc: 1.000 - ETA: 4s - loss: 1.2170e-05 - acc: 1.000 - ETA: 4s - loss: 1.0924e-05 - acc: 1.000 - ETA: 4s - loss: 9.6141e-06 - acc: 1.000 - ETA: 4s - loss: 1.0765e-05 - acc: 1.000 - ETA: 4s - loss: 9.7453e-06 - acc: 1.000 - ETA: 4s - loss: 8.8929e-06 - acc: 1.000 - ETA: 4s - loss: 8.4095e-06 - acc: 1.000 - ETA: 4s - loss: 7.7719e-06 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 809us/step - loss: 0.0097 - acc: 0.9991 - val_loss: 1.5253 - val_acc: 0.8587 Epoch 01200: val_loss did not improve from 0.55729 Epoch 1201/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 2.1979e-07 - acc: 1.000 - ETA: 5s - loss: 8.0169e-06 - acc: 1.000 - ETA: 5s - loss: 5.8635e-06 - acc: 1.000 - ETA: 4s - loss: 4.3393e-06 - acc: 1.000 - ETA: 4s - loss: 3.4537e-06 - acc: 1.000 - ETA: 4s - loss: 3.0018e-06 - acc: 1.000 - ETA: 4s - loss: 2.9167e-06 - acc: 1.000 - ETA: 4s - loss: 2.6170e-06 - acc: 1.000 - ETA: 4s - loss: 2.3064e-06 - acc: 1.000 - ETA: 4s - loss: 2.0785e-06 - acc: 1.000 - ETA: 4s - loss: 0.0059 - acc: 0.9987 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - 5s 804us/step - loss: 0.0157 - acc: 0.9988 - val_loss: 1.6061 - val_acc: 0.8503 Epoch 01201: val_loss did not improve from 0.55729 Epoch 1202/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.6285e-07 - acc: 1.000 - ETA: 5s - loss: 5.0478e-07 - acc: 1.000 - ETA: 5s - loss: 9.1605e-07 - acc: 1.000 - ETA: 4s - loss: 8.7165e-07 - acc: 1.000 - ETA: 5s - loss: 1.3700e-06 - acc: 1.000 - ETA: 4s - loss: 1.1435e-06 - acc: 1.000 - ETA: 4s - loss: 9.8618e-07 - acc: 1.000 - ETA: 4s - loss: 9.0142e-07 - acc: 1.000 - ETA: 4s - loss: 8.0769e-07 - acc: 1.000 - ETA: 4s - loss: 1.1777e-06 - acc: 1.000 - ETA: 4s - loss: 1.0719e-06 - acc: 1.000 - ETA: 4s - loss: 1.0525e-06 - acc: 1.000 - ETA: 4s - loss: 9.7526e-07 - acc: 1.000 - ETA: 4s - loss: 9.1057e-07 - acc: 1.000 - ETA: 4s - loss: 8.6815e-07 - acc: 1.000 - ETA: 4s - loss: 8.1876e-07 - acc: 1.000 - ETA: 4s - loss: 7.8494e-07 - acc: 1.000 - ETA: 4s - loss: 7.6557e-07 - acc: 1.000 - ETA: 4s - loss: 7.3771e-07 - acc: 1.000 - ETA: 4s - loss: 7.1693e-07 - acc: 1.000 - ETA: 4s - loss: 7.1264e-07 - acc: 1.000 - ETA: 3s - loss: 8.0182e-07 - acc: 1.000 - ETA: 3s - loss: 1.0375e-05 - acc: 1.000 - ETA: 3s - loss: 1.0021e-05 - acc: 1.000 - ETA: 3s - loss: 9.5808e-06 - acc: 1.000 - ETA: 3s - loss: 9.1808e-06 - acc: 1.000 - ETA: 3s - loss: 9.3318e-06 - acc: 1.000 - ETA: 3s - loss: 8.9675e-06 - acc: 1.000 - ETA: 3s - loss: 1.0563e-05 - acc: 1.000 - ETA: 3s - loss: 1.0273e-05 - acc: 1.000 - ETA: 3s - loss: 1.0002e-05 - acc: 1.000 - ETA: 3s - loss: 9.6600e-06 - acc: 1.000 - ETA: 3s - loss: 9.4175e-06 - acc: 1.000 - ETA: 3s - loss: 0.0060 - acc: 0.9996 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - 5s 804us/step - loss: 0.0138 - acc: 0.9991 - val_loss: 1.5621 - val_acc: 0.8503 Epoch 01202: val_loss did not improve from 0.55729 Epoch 1203/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5736e-06 - acc: 1.000 - ETA: 5s - loss: 5.3721e-06 - acc: 1.000 - ETA: 5s - loss: 2.9125e-06 - acc: 1.000 - ETA: 5s - loss: 2.5422e-06 - acc: 1.000 - ETA: 4s - loss: 1.9739e-06 - acc: 1.000 - ETA: 4s - loss: 1.6826e-06 - acc: 1.000 - ETA: 4s - loss: 1.4107e-06 - acc: 1.000 - ETA: 4s - loss: 4.7823e-04 - acc: 1.000 - ETA: 4s - loss: 4.1448e-04 - acc: 1.000 - ETA: 4s - loss: 3.7681e-04 - acc: 1.000 - ETA: 4s - loss: 3.3609e-04 - acc: 1.000 - ETA: 4s - loss: 0.0205 - acc: 0.9987 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0227 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0210 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 804us/step - loss: 0.0150 - acc: 0.9988 - val_loss: 1.6475 - val_acc: 0.8395 Epoch 01203: val_loss did not improve from 0.55729 Epoch 1204/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 3.5441e-06 - acc: 1.000 - ETA: 5s - loss: 3.4836e-06 - acc: 1.000 - ETA: 4s - loss: 2.3622e-06 - acc: 1.000 - ETA: 4s - loss: 1.8141e-06 - acc: 1.000 - ETA: 4s - loss: 1.8266e-06 - acc: 1.000 - ETA: 4s - loss: 1.5299e-06 - acc: 1.000 - ETA: 4s - loss: 1.3870e-06 - acc: 1.000 - ETA: 4s - loss: 1.2874e-06 - acc: 1.000 - ETA: 4s - loss: 1.1873e-06 - acc: 1.000 - ETA: 4s - loss: 1.1019e-06 - acc: 1.000 - ETA: 4s - loss: 1.0063e-06 - acc: 1.000 - ETA: 4s - loss: 9.3264e-07 - acc: 1.000 - ETA: 4s - loss: 8.8242e-07 - acc: 1.000 - ETA: 4s - loss: 8.2612e-07 - acc: 1.000 - ETA: 4s - loss: 7.9016e-07 - acc: 1.000 - ETA: 4s - loss: 7.7195e-07 - acc: 1.000 - ETA: 4s - loss: 7.7824e-07 - acc: 1.000 - ETA: 4s - loss: 7.5104e-07 - acc: 1.000 - ETA: 4s - loss: 7.2763e-07 - acc: 1.000 - ETA: 4s - loss: 7.1054e-07 - acc: 1.000 - ETA: 3s - loss: 6.7982e-07 - acc: 1.000 - ETA: 3s - loss: 6.7206e-07 - acc: 1.000 - ETA: 3s - loss: 6.4790e-07 - acc: 1.000 - ETA: 3s - loss: 6.2967e-07 - acc: 1.000 - ETA: 3s - loss: 6.0752e-07 - acc: 1.000 - ETA: 3s - loss: 5.9713e-07 - acc: 1.000 - ETA: 3s - loss: 5.8560e-07 - acc: 1.000 - ETA: 3s - loss: 5.6731e-07 - acc: 1.000 - ETA: 3s - loss: 5.5451e-07 - acc: 1.000 - ETA: 3s - loss: 5.3883e-07 - acc: 1.000 - ETA: 3s - loss: 5.2693e-07 - acc: 1.000 - ETA: 3s - loss: 5.1335e-07 - acc: 1.000 - ETA: 3s - loss: 5.0377e-07 - acc: 1.000 - ETA: 3s - loss: 4.9146e-07 - acc: 1.000 - ETA: 3s - loss: 4.7985e-07 - acc: 1.000 - ETA: 3s - loss: 4.7177e-07 - acc: 1.000 - ETA: 3s - loss: 4.6135e-07 - acc: 1.000 - ETA: 3s - loss: 4.5415e-07 - acc: 1.000 - ETA: 2s - loss: 4.5284e-07 - acc: 1.000 - ETA: 2s - loss: 4.4593e-07 - acc: 1.000 - ETA: 2s - loss: 4.4232e-07 - acc: 1.000 - ETA: 2s - loss: 4.3616e-07 - acc: 1.000 - ETA: 2s - loss: 4.2804e-07 - acc: 1.000 - ETA: 2s - loss: 4.2059e-07 - acc: 1.000 - ETA: 2s - loss: 4.1505e-07 - acc: 1.000 - ETA: 2s - loss: 4.0986e-07 - acc: 1.000 - ETA: 2s - loss: 4.0302e-07 - acc: 1.000 - ETA: 2s - loss: 3.9655e-07 - acc: 1.000 - ETA: 2s - loss: 3.9195e-07 - acc: 1.000 - ETA: 2s - loss: 4.0568e-07 - acc: 1.000 - ETA: 2s - loss: 3.9947e-07 - acc: 1.000 - ETA: 2s - loss: 3.9354e-07 - acc: 1.000 - ETA: 2s - loss: 3.8947e-07 - acc: 1.000 - ETA: 2s - loss: 3.8392e-07 - acc: 1.000 - ETA: 2s - loss: 3.8620e-07 - acc: 1.000 - ETA: 2s - loss: 3.9136e-07 - acc: 1.000 - ETA: 2s - loss: 3.8738e-07 - acc: 1.000 - ETA: 1s - loss: 3.8265e-07 - acc: 1.000 - ETA: 1s - loss: 3.7892e-07 - acc: 1.000 - ETA: 1s - loss: 0.0037 - acc: 0.9998 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 804us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.6414 - val_acc: 0.8455 Epoch 01204: val_loss did not improve from 0.55729 Epoch 1205/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5300e-07 - acc: 1.000 - ETA: 5s - loss: 2.2971e-06 - acc: 1.000 - ETA: 5s - loss: 2.3865e-06 - acc: 1.000 - ETA: 5s - loss: 1.8012e-06 - acc: 1.000 - ETA: 4s - loss: 1.1701e-05 - acc: 1.000 - ETA: 4s - loss: 9.3363e-06 - acc: 1.000 - ETA: 4s - loss: 8.1837e-06 - acc: 1.000 - ETA: 4s - loss: 6.9681e-06 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 808us/step - loss: 0.0152 - acc: 0.9987 - val_loss: 1.5637 - val_acc: 0.8503 Epoch 01205: val_loss did not improve from 0.55729 Epoch 1206/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9372e-07 - acc: 1.000 - ETA: 5s - loss: 1.5974e-07 - acc: 1.000 - ETA: 5s - loss: 2.6301e-07 - acc: 1.000 - ETA: 5s - loss: 1.5415e-06 - acc: 1.000 - ETA: 4s - loss: 0.0041 - acc: 0.9969 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.995 - ETA: 4s - loss: 0.0160 - acc: 0.996 - ETA: 4s - loss: 0.0144 - acc: 0.996 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.997 - ETA: 4s - loss: 0.0105 - acc: 0.997 - ETA: 4s - loss: 0.0096 - acc: 0.997 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - 5s 805us/step - loss: 0.0080 - acc: 0.9993 - val_loss: 1.5955 - val_acc: 0.8491 Epoch 01206: val_loss did not improve from 0.55729 Epoch 1207/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9968e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-07 - acc: 1.000 - ETA: 5s - loss: 1.3070e-07 - acc: 1.000 - ETA: 5s - loss: 4.4567e-06 - acc: 1.000 - ETA: 5s - loss: 3.5272e-06 - acc: 1.000 - ETA: 5s - loss: 2.8042e-06 - acc: 1.000 - ETA: 4s - loss: 2.4208e-06 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 5s 804us/step - loss: 0.0069 - acc: 0.9994 - val_loss: 1.5931 - val_acc: 0.8467 Epoch 01207: val_loss did not improve from 0.55729 Epoch 1208/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0346 - acc: 1.000 - ETA: 5s - loss: 0.0086 - acc: 1.000 - ETA: 5s - loss: 0.0049 - acc: 1.000 - ETA: 5s - loss: 0.0679 - acc: 0.995 - ETA: 5s - loss: 0.0534 - acc: 0.996 - ETA: 5s - loss: 0.0415 - acc: 0.997 - ETA: 4s - loss: 0.0340 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0269 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 809us/step - loss: 0.0145 - acc: 0.9987 - val_loss: 1.5623 - val_acc: 0.8527 Epoch 01208: val_loss did not improve from 0.55729 Epoch 1209/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1444e-06 - acc: 1.000 - ETA: 4s - loss: 4.5479e-07 - acc: 1.000 - ETA: 5s - loss: 6.4039e-07 - acc: 1.000 - ETA: 4s - loss: 2.1068e-05 - acc: 1.000 - ETA: 4s - loss: 1.5845e-05 - acc: 1.000 - ETA: 4s - loss: 1.3375e-05 - acc: 1.000 - ETA: 4s - loss: 1.1069e-05 - acc: 1.000 - ETA: 4s - loss: 9.8059e-06 - acc: 1.000 - ETA: 4s - loss: 8.5284e-06 - acc: 1.000 - ETA: 4s - loss: 7.5391e-06 - acc: 1.000 - ETA: 4s - loss: 6.9375e-06 - acc: 1.000 - ETA: 4s - loss: 6.4806e-06 - acc: 1.000 - ETA: 4s - loss: 5.9164e-06 - acc: 1.000 - ETA: 4s - loss: 5.5464e-06 - acc: 1.000 - ETA: 4s - loss: 5.1615e-06 - acc: 1.000 - ETA: 4s - loss: 4.8818e-06 - acc: 1.000 - ETA: 4s - loss: 4.6311e-06 - acc: 1.000 - ETA: 4s - loss: 4.3395e-06 - acc: 1.000 - ETA: 4s - loss: 4.0816e-06 - acc: 1.000 - ETA: 4s - loss: 3.9249e-06 - acc: 1.000 - ETA: 4s - loss: 3.7167e-06 - acc: 1.000 - ETA: 4s - loss: 3.5729e-06 - acc: 1.000 - ETA: 4s - loss: 3.7335e-06 - acc: 1.000 - ETA: 3s - loss: 3.5594e-06 - acc: 1.000 - ETA: 3s - loss: 3.4400e-06 - acc: 1.000 - ETA: 3s - loss: 3.2934e-06 - acc: 1.000 - ETA: 3s - loss: 0.0052 - acc: 0.9995 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 5s 806us/step - loss: 0.0073 - acc: 0.9991 - val_loss: 1.6056 - val_acc: 0.8395 Epoch 01209: val_loss did not improve from 0.55729 Epoch 1210/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.8217e-05 - acc: 1.000 - ETA: 5s - loss: 1.4251e-05 - acc: 1.000 - ETA: 5s - loss: 1.0419e-05 - acc: 1.000 - ETA: 4s - loss: 7.6723e-06 - acc: 1.000 - ETA: 5s - loss: 9.4072e-06 - acc: 1.000 - ETA: 4s - loss: 8.0803e-06 - acc: 1.000 - ETA: 4s - loss: 6.8379e-06 - acc: 1.000 - ETA: 4s - loss: 5.9197e-06 - acc: 1.000 - ETA: 4s - loss: 5.3763e-06 - acc: 1.000 - ETA: 4s - loss: 3.6981e-05 - acc: 1.000 - ETA: 4s - loss: 3.3365e-05 - acc: 1.000 - ETA: 4s - loss: 3.1046e-05 - acc: 1.000 - ETA: 4s - loss: 3.0703e-05 - acc: 1.000 - ETA: 4s - loss: 2.9052e-05 - acc: 1.000 - ETA: 4s - loss: 2.6918e-05 - acc: 1.000 - ETA: 4s - loss: 2.6043e-05 - acc: 1.000 - ETA: 4s - loss: 2.4769e-05 - acc: 1.000 - ETA: 4s - loss: 2.3252e-05 - acc: 1.000 - ETA: 4s - loss: 2.2231e-05 - acc: 1.000 - ETA: 4s - loss: 2.1003e-05 - acc: 1.000 - ETA: 4s - loss: 2.0171e-05 - acc: 1.000 - ETA: 3s - loss: 1.9156e-05 - acc: 1.000 - ETA: 3s - loss: 1.8468e-05 - acc: 1.000 - ETA: 3s - loss: 1.7925e-05 - acc: 1.000 - ETA: 3s - loss: 1.7135e-05 - acc: 1.000 - ETA: 3s - loss: 8.9241e-04 - acc: 0.999 - ETA: 3s - loss: 8.6482e-04 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.9990 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - 5s 809us/step - loss: 0.0085 - acc: 0.9991 - val_loss: 1.5577 - val_acc: 0.8515 Epoch 01210: val_loss did not improve from 0.55729 Epoch 1211/2000 6680/6680 [==============================] - ETA: 7s - loss: 1.2815e-07 - acc: 1.000 - ETA: 6s - loss: 1.6365e-04 - acc: 1.000 - ETA: 5s - loss: 9.3568e-05 - acc: 1.000 - ETA: 5s - loss: 6.0207e-05 - acc: 1.000 - ETA: 5s - loss: 4.7333e-05 - acc: 1.000 - ETA: 5s - loss: 3.6844e-05 - acc: 1.000 - ETA: 5s - loss: 3.1599e-05 - acc: 1.000 - ETA: 4s - loss: 2.6624e-05 - acc: 1.000 - ETA: 4s - loss: 2.7145e-05 - acc: 1.000 - ETA: 4s - loss: 0.0150 - acc: 0.9984 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 812us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.5398 - val_acc: 0.8455 Epoch 01211: val_loss did not improve from 0.55729 Epoch 1212/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2852e-07 - acc: 1.000 - ETA: 4s - loss: 2.1408e-07 - acc: 1.000 - ETA: 4s - loss: 2.6726e-06 - acc: 1.000 - ETA: 4s - loss: 2.1542e-06 - acc: 1.000 - ETA: 4s - loss: 1.8031e-06 - acc: 1.000 - ETA: 4s - loss: 1.6095e-06 - acc: 1.000 - ETA: 4s - loss: 1.5776e-06 - acc: 1.000 - ETA: 4s - loss: 1.4471e-06 - acc: 1.000 - ETA: 4s - loss: 1.3036e-06 - acc: 1.000 - ETA: 4s - loss: 1.2151e-06 - acc: 1.000 - ETA: 4s - loss: 1.2321e-06 - acc: 1.000 - ETA: 4s - loss: 1.1643e-06 - acc: 1.000 - ETA: 4s - loss: 1.1619e-06 - acc: 1.000 - ETA: 4s - loss: 1.2875e-06 - acc: 1.000 - ETA: 4s - loss: 1.2297e-06 - acc: 1.000 - ETA: 4s - loss: 1.2312e-06 - acc: 1.000 - ETA: 4s - loss: 1.1648e-06 - acc: 1.000 - ETA: 4s - loss: 1.1200e-06 - acc: 1.000 - ETA: 4s - loss: 1.0659e-06 - acc: 1.000 - ETA: 4s - loss: 1.0400e-06 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9994 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 809us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.5101 - val_acc: 0.8575 Epoch 01212: val_loss did not improve from 0.55729 Epoch 1213/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4544e-07 - acc: 1.000 - ETA: 5s - loss: 8.2742e-07 - acc: 1.000 - ETA: 5s - loss: 6.4240e-07 - acc: 1.000 - ETA: 5s - loss: 5.0288e-07 - acc: 1.000 - ETA: 5s - loss: 4.3894e-07 - acc: 1.000 - ETA: 4s - loss: 4.1372e-07 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 808us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5120 - val_acc: 0.8479 Epoch 01213: val_loss did not improve from 0.55729 Epoch 1214/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0920e-06 - acc: 1.000 - ETA: 5s - loss: 7.2721e-07 - acc: 1.000 - ETA: 5s - loss: 5.2454e-07 - acc: 1.000 - ETA: 4s - loss: 4.2321e-07 - acc: 1.000 - ETA: 4s - loss: 3.7584e-07 - acc: 1.000 - ETA: 4s - loss: 3.0044e-06 - acc: 1.000 - ETA: 4s - loss: 2.6732e-06 - acc: 1.000 - ETA: 4s - loss: 0.0261 - acc: 0.9983 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - 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acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 807us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.6083 - val_acc: 0.8527 Epoch 01214: val_loss did not improve from 0.55729 Epoch 1215/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0529 - acc: 0.996 - ETA: 4s - loss: 0.0479 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0262 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 807us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5977 - val_acc: 0.8479 Epoch 01215: val_loss did not improve from 0.55729 Epoch 1216/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2017 - acc: 0.987 - ETA: 5s - loss: 0.1152 - acc: 0.992 - ETA: 5s - loss: 0.1116 - acc: 0.990 - ETA: 5s - loss: 0.0877 - acc: 0.992 - ETA: 5s - loss: 0.0682 - acc: 0.994 - ETA: 4s - loss: 0.0593 - acc: 0.995 - ETA: 4s - loss: 0.0498 - acc: 0.996 - ETA: 4s - loss: 0.0432 - acc: 0.996 - ETA: 4s - loss: 0.0392 - acc: 0.996 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0479 - acc: 0.996 - ETA: 4s - loss: 0.0438 - acc: 0.996 - ETA: 4s - loss: 0.0412 - acc: 0.997 - ETA: 4s - loss: 0.0381 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 810us/step - loss: 0.0144 - acc: 0.9987 - val_loss: 1.6349 - val_acc: 0.8431 Epoch 01216: val_loss did not improve from 0.55729 Epoch 1217/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 1.0000 - ETA: 5s - loss: 0.0029 - acc: 1.000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 819us/step - loss: 0.0149 - acc: 0.9990 - val_loss: 1.6664 - val_acc: 0.8479 Epoch 01217: val_loss did not improve from 0.55729 Epoch 1218/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0683e-07 - acc: 1.000 - ETA: 5s - loss: 2.6859e-07 - acc: 1.000 - ETA: 5s - loss: 2.2785e-07 - acc: 1.000 - ETA: 5s - loss: 1.6704e-05 - acc: 1.000 - ETA: 5s - loss: 1.3940e-05 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 5s 811us/step - loss: 0.0069 - acc: 0.9991 - val_loss: 1.6292 - val_acc: 0.8431 Epoch 01218: val_loss did not improve from 0.55729 Epoch 1219/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.0601e-07 - acc: 1.000 - ETA: 5s - loss: 1.0047e-06 - acc: 1.000 - ETA: 5s - loss: 8.5609e-07 - acc: 1.000 - ETA: 5s - loss: 7.0872e-07 - acc: 1.000 - ETA: 4s - loss: 6.0594e-07 - acc: 1.000 - ETA: 4s - loss: 5.6395e-07 - acc: 1.000 - ETA: 4s - loss: 4.9633e-07 - acc: 1.000 - ETA: 4s - loss: 4.4824e-07 - acc: 1.000 - ETA: 4s - loss: 4.3670e-07 - acc: 1.000 - ETA: 4s - loss: 4.9948e-07 - acc: 1.000 - ETA: 4s - loss: 4.6253e-07 - acc: 1.000 - ETA: 4s - loss: 4.4007e-07 - acc: 1.000 - ETA: 4s - loss: 4.8343e-07 - acc: 1.000 - ETA: 4s - loss: 2.3837e-06 - acc: 1.000 - ETA: 4s - loss: 2.2200e-06 - acc: 1.000 - ETA: 4s - loss: 2.1116e-06 - acc: 1.000 - ETA: 4s - loss: 2.2664e-06 - acc: 1.000 - ETA: 4s - loss: 2.4414e-05 - acc: 1.000 - ETA: 4s - loss: 4.4281e-05 - acc: 1.000 - ETA: 4s - loss: 4.2224e-05 - acc: 1.000 - ETA: 4s - loss: 4.1736e-05 - acc: 1.000 - ETA: 3s - loss: 3.9839e-05 - acc: 1.000 - ETA: 3s - loss: 3.8410e-05 - acc: 1.000 - ETA: 3s - loss: 3.6682e-05 - acc: 1.000 - ETA: 3s - loss: 3.5463e-05 - acc: 1.000 - ETA: 3s - loss: 3.3977e-05 - acc: 1.000 - ETA: 3s - loss: 0.0112 - acc: 0.9990 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 808us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6727 - val_acc: 0.8359 Epoch 01219: val_loss did not improve from 0.55729 Epoch 1220/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.3841e-06 - acc: 1.000 - ETA: 5s - loss: 2.9022e-06 - acc: 1.000 - ETA: 5s - loss: 2.0703e-06 - acc: 1.000 - ETA: 5s - loss: 1.5382e-06 - acc: 1.000 - ETA: 4s - loss: 1.1641e-06 - acc: 1.000 - ETA: 5s - loss: 9.9760e-07 - acc: 1.000 - ETA: 4s - loss: 8.7950e-07 - acc: 1.000 - ETA: 4s - loss: 7.5809e-07 - acc: 1.000 - ETA: 4s - loss: 1.3536e-05 - acc: 1.000 - ETA: 4s - loss: 1.1859e-05 - acc: 1.000 - ETA: 4s - loss: 1.8684e-05 - acc: 1.000 - ETA: 4s - loss: 1.7269e-05 - acc: 1.000 - ETA: 4s - loss: 1.6190e-05 - acc: 1.000 - ETA: 4s - loss: 1.4833e-05 - acc: 1.000 - ETA: 4s - loss: 0.0161 - acc: 0.9990 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 807us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.6322 - val_acc: 0.8419 Epoch 01220: val_loss did not improve from 0.55729 Epoch 1221/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 5.1499e-07 - acc: 1.000 - ETA: 5s - loss: 3.4571e-07 - acc: 1.000 - ETA: 5s - loss: 2.8908e-07 - acc: 1.000 - ETA: 4s - loss: 2.8554e-07 - acc: 1.000 - ETA: 4s - loss: 2.6854e-07 - acc: 1.000 - ETA: 4s - loss: 2.9958e-07 - acc: 1.000 - ETA: 4s - loss: 6.6715e-07 - acc: 1.000 - ETA: 4s - loss: 5.9529e-07 - acc: 1.000 - ETA: 4s - loss: 1.9309e-04 - acc: 1.000 - ETA: 4s - loss: 1.7764e-04 - acc: 1.000 - ETA: 4s - loss: 1.6043e-04 - acc: 1.000 - ETA: 4s - loss: 1.4950e-04 - acc: 1.000 - ETA: 4s - loss: 1.3718e-04 - acc: 1.000 - ETA: 4s - loss: 1.2912e-04 - acc: 1.000 - ETA: 4s - loss: 1.1985e-04 - acc: 1.000 - ETA: 4s - loss: 1.1365e-04 - acc: 1.000 - ETA: 4s - loss: 0.0047 - acc: 0.9992 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 805us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.5974 - val_acc: 0.8419 Epoch 01221: val_loss did not improve from 0.55729 Epoch 1222/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 1.3583e-06 - acc: 1.000 - ETA: 4s - loss: 5.0353e-06 - acc: 1.000 - ETA: 5s - loss: 4.2160e-06 - acc: 1.000 - ETA: 4s - loss: 3.4730e-06 - acc: 1.000 - ETA: 4s - loss: 3.0739e-06 - acc: 1.000 - ETA: 4s - loss: 2.6726e-06 - acc: 1.000 - ETA: 4s - loss: 2.3636e-06 - acc: 1.000 - ETA: 4s - loss: 2.1784e-06 - acc: 1.000 - ETA: 4s - loss: 2.0246e-06 - acc: 1.000 - ETA: 4s - loss: 1.8596e-06 - acc: 1.000 - ETA: 4s - loss: 1.7145e-06 - acc: 1.000 - ETA: 4s - loss: 1.6421e-06 - acc: 1.000 - ETA: 4s - loss: 1.6884e-05 - acc: 1.000 - ETA: 4s - loss: 1.6016e-05 - acc: 1.000 - ETA: 4s - loss: 1.4993e-05 - acc: 1.000 - ETA: 4s - loss: 1.4307e-05 - acc: 1.000 - ETA: 4s - loss: 1.3495e-05 - acc: 1.000 - ETA: 4s - loss: 1.2763e-05 - acc: 1.000 - ETA: 4s - loss: 1.3267e-05 - acc: 1.000 - ETA: 3s - loss: 1.2638e-05 - acc: 1.000 - ETA: 3s - loss: 1.2215e-05 - acc: 1.000 - ETA: 3s - loss: 1.1664e-05 - acc: 1.000 - ETA: 3s - loss: 1.1304e-05 - acc: 1.000 - ETA: 3s - loss: 0.0120 - acc: 0.9989 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 806us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.6157 - val_acc: 0.8395 Epoch 01222: val_loss did not improve from 0.55729 Epoch 1223/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0621 - acc: 0.950 - ETA: 5s - loss: 0.0124 - acc: 0.990 - ETA: 5s - loss: 0.0069 - acc: 0.994 - ETA: 5s - loss: 0.0052 - acc: 0.995 - ETA: 5s - loss: 0.0041 - acc: 0.996 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 803us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.6809 - val_acc: 0.8503 Epoch 01223: val_loss did not improve from 0.55729 Epoch 1224/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5911e-05 - acc: 1.000 - ETA: 4s - loss: 9.3395e-06 - acc: 1.000 - ETA: 5s - loss: 2.8015e-04 - acc: 1.000 - ETA: 4s - loss: 1.9298e-04 - acc: 1.000 - ETA: 4s - loss: 2.9945e-04 - acc: 1.000 - ETA: 4s - loss: 2.5228e-04 - acc: 1.000 - ETA: 4s - loss: 2.0864e-04 - acc: 1.000 - ETA: 4s - loss: 1.7777e-04 - acc: 1.000 - ETA: 4s - loss: 1.6001e-04 - acc: 1.000 - ETA: 4s - loss: 1.4120e-04 - acc: 1.000 - ETA: 4s - loss: 1.2639e-04 - acc: 1.000 - ETA: 4s - loss: 1.1446e-04 - acc: 1.000 - ETA: 4s - loss: 1.0684e-04 - acc: 1.000 - ETA: 4s - loss: 9.8159e-05 - acc: 1.000 - ETA: 4s - loss: 9.2521e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9991 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.7199e-04 - acc: 0.999 - ETA: 3s - loss: 9.4485e-04 - acc: 0.999 - ETA: 3s - loss: 9.1018e-04 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.9987 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 804us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5275 - val_acc: 0.8551 Epoch 01224: val_loss did not improve from 0.55729 Epoch 1225/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.4088e-07 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0649 - acc: 0.995 - ETA: 4s - loss: 0.0550 - acc: 0.996 - ETA: 4s - loss: 0.0493 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.997 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 3s - loss: 0.0380 - acc: 0.997 - ETA: 3s - loss: 0.0362 - acc: 0.997 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0334 - acc: 0.997 - ETA: 3s - loss: 0.0324 - acc: 0.997 - ETA: 3s - loss: 0.0311 - acc: 0.998 - ETA: 3s - loss: 0.0299 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0279 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 5s 803us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5950 - val_acc: 0.8551 Epoch 01225: val_loss did not improve from 0.55729 Epoch 1226/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0638e-07 - acc: 1.000 - ETA: 5s - loss: 0.0939 - acc: 0.9937 - ETA: 5s - loss: 0.0683 - acc: 0.995 - ETA: 4s - loss: 0.0501 - acc: 0.996 - ETA: 4s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 805us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5514 - val_acc: 0.8419 Epoch 01226: val_loss did not improve from 0.55729 Epoch 1227/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.4119e-07 - acc: 1.000 - ETA: 4s - loss: 1.6515e-07 - acc: 1.000 - ETA: 4s - loss: 1.6149e-07 - acc: 1.000 - ETA: 4s - loss: 1.5482e-07 - acc: 1.000 - ETA: 4s - loss: 1.7843e-07 - acc: 1.000 - ETA: 4s - loss: 0.0249 - acc: 0.9981 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - 5s 802us/step - loss: 0.0158 - acc: 0.9982 - val_loss: 1.5786 - val_acc: 0.8431 Epoch 01227: val_loss did not improve from 0.55729 Epoch 1228/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4827e-07 - acc: 1.000 - ETA: 5s - loss: 2.2267e-07 - acc: 1.000 - ETA: 5s - loss: 2.2487e-07 - acc: 1.000 - ETA: 4s - loss: 1.9749e-07 - acc: 1.000 - ETA: 5s - loss: 1.8875e-07 - acc: 1.000 - ETA: 4s - loss: 6.6367e-06 - acc: 1.000 - ETA: 4s - loss: 5.8719e-06 - acc: 1.000 - ETA: 4s - loss: 5.0784e-06 - acc: 1.000 - ETA: 4s - loss: 4.6187e-06 - acc: 1.000 - ETA: 4s - loss: 3.5067e-05 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - 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acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 6s 857us/step - loss: 0.0130 - acc: 0.9988 - val_loss: 1.5593 - val_acc: 0.8515 Epoch 01228: val_loss did not improve from 0.55729 Epoch 1229/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.7156e-07 - acc: 1.000 - ETA: 5s - loss: 1.7248e-05 - acc: 1.000 - ETA: 5s - loss: 9.9328e-06 - acc: 1.000 - ETA: 5s - loss: 7.2465e-06 - acc: 1.000 - ETA: 5s - loss: 5.6029e-06 - acc: 1.000 - ETA: 5s - loss: 4.5747e-06 - acc: 1.000 - ETA: 5s - loss: 3.9089e-06 - acc: 1.000 - ETA: 5s - loss: 4.3070e-06 - acc: 1.000 - ETA: 5s - loss: 3.8514e-06 - acc: 1.000 - ETA: 5s - loss: 3.4522e-06 - acc: 1.000 - ETA: 5s - loss: 3.1296e-06 - acc: 1.000 - ETA: 5s - loss: 2.9115e-06 - acc: 1.000 - ETA: 5s - loss: 1.1335e-04 - acc: 1.000 - ETA: 4s - loss: 1.0512e-04 - acc: 1.000 - ETA: 4s - loss: 9.7798e-05 - acc: 1.000 - ETA: 4s - loss: 9.1431e-05 - acc: 1.000 - ETA: 4s - loss: 8.5844e-05 - acc: 1.000 - ETA: 4s - loss: 8.0900e-05 - acc: 1.000 - ETA: 4s - loss: 7.6494e-05 - acc: 1.000 - ETA: 4s - loss: 7.1327e-05 - acc: 1.000 - ETA: 4s - loss: 6.7887e-05 - acc: 1.000 - ETA: 4s - loss: 6.3781e-05 - acc: 1.000 - ETA: 4s - loss: 6.1741e-05 - acc: 1.000 - ETA: 4s - loss: 5.8365e-05 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 817us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.5876 - val_acc: 0.8515 Epoch 01229: val_loss did not improve from 0.55729 Epoch 1230/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - 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ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 806us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.6159 - val_acc: 0.8455 Epoch 01230: val_loss did not improve from 0.55729 Epoch 1231/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8776e-06 - acc: 1.000 - ETA: 5s - loss: 2.7107e-06 - acc: 1.000 - ETA: 5s - loss: 1.5237e-06 - acc: 1.000 - ETA: 5s - loss: 1.1407e-06 - acc: 1.000 - ETA: 4s - loss: 8.7187e-07 - acc: 1.000 - ETA: 5s - loss: 7.4643e-07 - acc: 1.000 - ETA: 4s - loss: 0.0143 - acc: 0.9977 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 804us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5730 - val_acc: 0.8503 Epoch 01231: val_loss did not improve from 0.55729 Epoch 1232/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1994e-07 - acc: 1.000 - ETA: 5s - loss: 1.8146e-07 - acc: 1.000 - ETA: 5s - loss: 4.6123e-06 - acc: 1.000 - ETA: 4s - loss: 3.6710e-06 - acc: 1.000 - ETA: 4s - loss: 0.0371 - acc: 0.9974 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 806us/step - loss: 0.0140 - acc: 0.9990 - val_loss: 1.6020 - val_acc: 0.8527 Epoch 01232: val_loss did not improve from 0.55729 Epoch 1233/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.8154e-05 - acc: 1.000 - ETA: 5s - loss: 2.9171e-05 - acc: 1.000 - ETA: 4s - loss: 2.0046e-05 - acc: 1.000 - ETA: 4s - loss: 1.6089e-05 - acc: 1.000 - ETA: 4s - loss: 1.2734e-05 - acc: 1.000 - ETA: 4s - loss: 3.0117e-05 - acc: 1.000 - ETA: 4s - loss: 2.6656e-05 - acc: 1.000 - ETA: 4s - loss: 2.3125e-05 - acc: 1.000 - ETA: 4s - loss: 2.0444e-05 - acc: 1.000 - ETA: 4s - loss: 1.8810e-05 - acc: 1.000 - ETA: 4s - loss: 1.6988e-05 - acc: 1.000 - ETA: 4s - loss: 1.5838e-05 - acc: 1.000 - ETA: 4s - loss: 1.5203e-05 - acc: 1.000 - ETA: 4s - loss: 1.4338e-05 - acc: 1.000 - ETA: 4s - loss: 0.0017 - acc: 0.9991 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 5s 804us/step - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5824 - val_acc: 0.8479 Epoch 01233: val_loss did not improve from 0.55729 Epoch 1234/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.9670e-07 - acc: 1.000 - ETA: 5s - loss: 1.0640e-06 - acc: 1.000 - ETA: 5s - loss: 8.1147e-07 - acc: 1.000 - ETA: 4s - loss: 6.5329e-07 - acc: 1.000 - ETA: 4s - loss: 1.7185e-06 - acc: 1.000 - ETA: 4s - loss: 3.1421e-06 - acc: 1.000 - ETA: 4s - loss: 2.7958e-06 - acc: 1.000 - ETA: 4s - loss: 5.5577e-06 - acc: 1.000 - ETA: 4s - loss: 5.0633e-06 - acc: 1.000 - ETA: 4s - loss: 4.5805e-06 - acc: 1.000 - ETA: 4s - loss: 4.2955e-06 - acc: 1.000 - ETA: 4s - loss: 3.9990e-06 - acc: 1.000 - ETA: 4s - loss: 3.7518e-06 - acc: 1.000 - ETA: 4s - loss: 3.4669e-06 - acc: 1.000 - ETA: 4s - loss: 3.2828e-06 - acc: 1.000 - ETA: 4s - loss: 3.1739e-06 - acc: 1.000 - ETA: 4s - loss: 3.0210e-06 - acc: 1.000 - ETA: 4s - loss: 2.1595e-05 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9993 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 806us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.6173 - val_acc: 0.8503 Epoch 01234: val_loss did not improve from 0.55729 Epoch 1235/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.7807e-07 - acc: 1.000 - ETA: 5s - loss: 1.5284e-07 - acc: 1.000 - ETA: 5s - loss: 1.4278e-07 - acc: 1.000 - ETA: 5s - loss: 1.4773e-07 - acc: 1.000 - ETA: 5s - loss: 1.4270e-07 - acc: 1.000 - ETA: 4s - loss: 1.3993e-07 - acc: 1.000 - ETA: 4s - loss: 1.3685e-07 - acc: 1.000 - ETA: 4s - loss: 1.3452e-07 - acc: 1.000 - ETA: 4s - loss: 1.9418e-07 - acc: 1.000 - ETA: 4s - loss: 1.9744e-07 - acc: 1.000 - ETA: 4s - loss: 1.9007e-07 - acc: 1.000 - ETA: 4s - loss: 1.8540e-07 - acc: 1.000 - ETA: 4s - loss: 2.2529e-07 - acc: 1.000 - ETA: 4s - loss: 2.2304e-07 - acc: 1.000 - ETA: 4s - loss: 2.1618e-07 - acc: 1.000 - ETA: 4s - loss: 2.4546e-07 - acc: 1.000 - ETA: 4s - loss: 2.3925e-07 - acc: 1.000 - ETA: 4s - loss: 2.3778e-07 - acc: 1.000 - ETA: 4s - loss: 2.3315e-07 - acc: 1.000 - ETA: 4s - loss: 2.2865e-07 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9993 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 5s 805us/step - loss: 0.0129 - acc: 0.9991 - val_loss: 1.5228 - val_acc: 0.8467 Epoch 01235: val_loss did not improve from 0.55729 Epoch 1236/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.3560e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.2625e-07 - acc: 1.000 - ETA: 4s - loss: 1.2557e-07 - acc: 1.000 - ETA: 4s - loss: 1.2423e-07 - acc: 1.000 - ETA: 4s - loss: 1.2354e-07 - acc: 1.000 - ETA: 4s - loss: 1.3216e-07 - acc: 1.000 - ETA: 4s - loss: 1.3103e-07 - acc: 1.000 - ETA: 4s - loss: 1.3943e-06 - acc: 1.000 - ETA: 4s - loss: 3.1868e-06 - acc: 1.000 - ETA: 4s - loss: 2.9811e-06 - acc: 1.000 - ETA: 4s - loss: 2.7750e-06 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9990 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 806us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6140 - val_acc: 0.8407 Epoch 01236: val_loss did not improve from 0.55729 Epoch 1237/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0645 - acc: 0.996 - ETA: 4s - loss: 0.0556 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - 5s 806us/step - loss: 0.0130 - acc: 0.9991 - val_loss: 1.6308 - val_acc: 0.8431 Epoch 01237: val_loss did not improve from 0.55729 Epoch 1238/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4082e-07 - acc: 1.000 - ETA: 5s - loss: 1.3666e-07 - acc: 1.000 - ETA: 5s - loss: 1.3032e-07 - acc: 1.000 - ETA: 5s - loss: 2.0159e-07 - acc: 1.000 - ETA: 5s - loss: 2.0017e-07 - acc: 1.000 - ETA: 4s - loss: 2.0367e-06 - acc: 1.000 - ETA: 4s - loss: 1.8066e-06 - acc: 1.000 - ETA: 4s - loss: 1.5965e-06 - acc: 1.000 - ETA: 4s - loss: 1.4174e-06 - acc: 1.000 - ETA: 4s - loss: 1.3092e-06 - acc: 1.000 - ETA: 4s - loss: 1.2279e-06 - acc: 1.000 - ETA: 4s - loss: 1.1348e-06 - acc: 1.000 - ETA: 4s - loss: 1.6749e-06 - acc: 1.000 - ETA: 4s - loss: 1.5880e-06 - acc: 1.000 - ETA: 4s - loss: 1.4792e-06 - acc: 1.000 - ETA: 4s - loss: 1.4077e-06 - acc: 1.000 - ETA: 4s - loss: 1.3236e-06 - acc: 1.000 - ETA: 4s - loss: 1.2494e-06 - acc: 1.000 - ETA: 4s - loss: 1.1996e-06 - acc: 1.000 - ETA: 4s - loss: 0.0073 - acc: 0.9993 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 808us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5464 - val_acc: 0.8563 Epoch 01238: val_loss did not improve from 0.55729 Epoch 1239/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 1.3895e-07 - acc: 1.000 - ETA: 5s - loss: 1.1792e-06 - acc: 1.000 - ETA: 4s - loss: 9.3250e-07 - acc: 1.000 - ETA: 5s - loss: 7.9695e-07 - acc: 1.000 - ETA: 4s - loss: 6.7373e-07 - acc: 1.000 - ETA: 4s - loss: 5.9678e-07 - acc: 1.000 - ETA: 4s - loss: 5.4800e-07 - acc: 1.000 - ETA: 4s - loss: 4.9602e-07 - acc: 1.000 - ETA: 4s - loss: 4.7042e-07 - acc: 1.000 - ETA: 4s - loss: 4.3567e-07 - acc: 1.000 - ETA: 4s - loss: 4.1373e-07 - acc: 1.000 - ETA: 4s - loss: 3.3135e-06 - acc: 1.000 - ETA: 4s - loss: 3.4595e-06 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9991 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 811us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.5381 - val_acc: 0.8539 Epoch 01239: val_loss did not improve from 0.55729 Epoch 1240/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.3198e-07 - acc: 1.000 - ETA: 5s - loss: 3.5678e-07 - acc: 1.000 - ETA: 5s - loss: 2.7093e-07 - acc: 1.000 - ETA: 4s - loss: 2.3047e-07 - acc: 1.000 - ETA: 5s - loss: 2.1557e-07 - acc: 1.000 - ETA: 4s - loss: 2.9113e-05 - acc: 1.000 - ETA: 4s - loss: 2.5635e-05 - acc: 1.000 - ETA: 4s - loss: 2.3548e-05 - acc: 1.000 - ETA: 4s - loss: 5.6644e-05 - acc: 1.000 - ETA: 4s - loss: 5.4769e-05 - acc: 1.000 - ETA: 4s - loss: 5.0565e-05 - acc: 1.000 - ETA: 4s - loss: 4.5873e-05 - acc: 1.000 - ETA: 4s - loss: 4.2889e-05 - acc: 1.000 - ETA: 4s - loss: 4.1278e-05 - acc: 1.000 - ETA: 4s - loss: 3.8983e-05 - acc: 1.000 - ETA: 4s - loss: 3.6260e-05 - acc: 1.000 - ETA: 4s - loss: 3.4456e-05 - acc: 1.000 - ETA: 4s - loss: 3.2505e-05 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9993 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 809us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.6170 - val_acc: 0.8467 Epoch 01240: val_loss did not improve from 0.55729 Epoch 1241/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2934e-07 - acc: 1.000 - ETA: 5s - loss: 1.2591e-07 - acc: 1.000 - ETA: 5s - loss: 1.2409e-07 - acc: 1.000 - ETA: 5s - loss: 1.7325e-07 - acc: 1.000 - ETA: 5s - loss: 2.8912e-04 - acc: 1.000 - ETA: 4s - loss: 2.3665e-04 - acc: 1.000 - ETA: 4s - loss: 2.0826e-04 - acc: 1.000 - ETA: 4s - loss: 1.7971e-04 - acc: 1.000 - ETA: 4s - loss: 1.6331e-04 - acc: 1.000 - ETA: 4s - loss: 1.4518e-04 - acc: 1.000 - ETA: 4s - loss: 1.3067e-04 - acc: 1.000 - ETA: 4s - loss: 1.1884e-04 - acc: 1.000 - ETA: 4s - loss: 1.1146e-04 - acc: 1.000 - ETA: 4s - loss: 1.0492e-04 - acc: 1.000 - ETA: 4s - loss: 9.9097e-05 - acc: 1.000 - ETA: 4s - loss: 9.2271e-05 - acc: 1.000 - ETA: 4s - loss: 8.6326e-05 - acc: 1.000 - ETA: 4s - loss: 8.2347e-05 - acc: 1.000 - ETA: 4s - loss: 7.7581e-05 - acc: 1.000 - ETA: 4s - loss: 7.4353e-05 - acc: 1.000 - ETA: 4s - loss: 7.0446e-05 - acc: 1.000 - ETA: 4s - loss: 6.7776e-05 - acc: 1.000 - ETA: 3s - loss: 6.4550e-05 - acc: 1.000 - ETA: 3s - loss: 6.2176e-05 - acc: 1.000 - ETA: 3s - loss: 6.0131e-05 - acc: 1.000 - ETA: 3s - loss: 5.9644e-05 - acc: 1.000 - ETA: 3s - loss: 5.7189e-05 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9995 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 808us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.6280 - val_acc: 0.8491 Epoch 01241: val_loss did not improve from 0.55729 Epoch 1242/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 2.2911e-07 - acc: 1.000 - ETA: 4s - loss: 1.2232e-06 - acc: 1.000 - ETA: 4s - loss: 1.0479e-06 - acc: 1.000 - ETA: 4s - loss: 2.8244e-06 - acc: 1.000 - ETA: 4s - loss: 2.3582e-06 - acc: 1.000 - ETA: 4s - loss: 2.0999e-06 - acc: 1.000 - ETA: 4s - loss: 2.2114e-05 - acc: 1.000 - ETA: 4s - loss: 2.0232e-05 - acc: 1.000 - ETA: 4s - loss: 1.8058e-05 - acc: 1.000 - ETA: 4s - loss: 1.6713e-05 - acc: 1.000 - ETA: 4s - loss: 1.5207e-05 - acc: 1.000 - ETA: 4s - loss: 1.3953e-05 - acc: 1.000 - ETA: 4s - loss: 1.3139e-05 - acc: 1.000 - ETA: 4s - loss: 1.2587e-05 - acc: 1.000 - ETA: 4s - loss: 1.1730e-05 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9992 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 809us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.6111 - val_acc: 0.8395 Epoch 01242: val_loss did not improve from 0.55729 Epoch 1243/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4566e-07 - acc: 1.000 - ETA: 5s - loss: 1.4032e-07 - acc: 1.000 - ETA: 4s - loss: 1.3765e-07 - acc: 1.000 - ETA: 4s - loss: 1.3396e-07 - acc: 1.000 - ETA: 4s - loss: 2.6628e-07 - acc: 1.000 - ETA: 4s - loss: 2.7606e-07 - acc: 1.000 - ETA: 4s - loss: 2.7255e-07 - acc: 1.000 - ETA: 4s - loss: 2.6735e-07 - acc: 1.000 - ETA: 4s - loss: 2.7544e-07 - acc: 1.000 - ETA: 4s - loss: 3.3939e-07 - acc: 1.000 - ETA: 4s - loss: 3.1981e-07 - acc: 1.000 - ETA: 4s - loss: 1.8150e-06 - acc: 1.000 - ETA: 4s - loss: 1.7180e-06 - acc: 1.000 - ETA: 4s - loss: 1.6073e-06 - acc: 1.000 - ETA: 4s - loss: 1.5084e-06 - acc: 1.000 - ETA: 4s - loss: 1.4501e-06 - acc: 1.000 - ETA: 4s - loss: 1.3907e-06 - acc: 1.000 - ETA: 4s - loss: 1.3185e-06 - acc: 1.000 - ETA: 4s - loss: 1.2705e-06 - acc: 1.000 - ETA: 4s - loss: 1.2458e-06 - acc: 1.000 - ETA: 3s - loss: 1.2582e-06 - acc: 1.000 - ETA: 3s - loss: 1.2041e-06 - acc: 1.000 - ETA: 3s - loss: 1.1597e-06 - acc: 1.000 - ETA: 3s - loss: 1.1254e-06 - acc: 1.000 - ETA: 3s - loss: 1.0831e-06 - acc: 1.000 - ETA: 3s - loss: 1.3339e-04 - acc: 1.000 - ETA: 3s - loss: 1.2818e-04 - acc: 1.000 - ETA: 3s - loss: 1.2452e-04 - acc: 1.000 - ETA: 3s - loss: 1.1996e-04 - acc: 1.000 - ETA: 3s - loss: 1.1572e-04 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 803us/step - loss: 0.0148 - acc: 0.9987 - val_loss: 1.6314 - val_acc: 0.8491 Epoch 01243: val_loss did not improve from 0.55729 Epoch 1244/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 3.8579e-06 - acc: 1.000 - ETA: 5s - loss: 2.6181e-06 - acc: 1.000 - ETA: 4s - loss: 1.9934e-06 - acc: 1.000 - ETA: 4s - loss: 1.6993e-06 - acc: 1.000 - ETA: 4s - loss: 0.0350 - acc: 0.9978 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 805us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.4984 - val_acc: 0.8551 Epoch 01244: val_loss did not improve from 0.55729 Epoch 1245/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2091e-07 - acc: 1.000 - ETA: 5s - loss: 0.0512 - acc: 0.9955 - ETA: 5s - loss: 0.0829 - acc: 0.992 - ETA: 5s - loss: 0.0645 - acc: 0.994 - ETA: 5s - loss: 0.0553 - acc: 0.995 - ETA: 4s - loss: 0.0464 - acc: 0.996 - ETA: 4s - loss: 0.0414 - acc: 0.996 - ETA: 4s - loss: 0.0374 - acc: 0.996 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0305 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0210 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 817us/step - loss: 0.0151 - acc: 0.9988 - val_loss: 1.5292 - val_acc: 0.8455 Epoch 01245: val_loss did not improve from 0.55729 Epoch 1246/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 5s - loss: 2.6028e-07 - acc: 1.000 - ETA: 5s - loss: 3.2286e-07 - acc: 1.000 - ETA: 4s - loss: 2.9992e-07 - acc: 1.000 - ETA: 4s - loss: 2.7919e-07 - acc: 1.000 - ETA: 4s - loss: 3.7179e-07 - acc: 1.000 - ETA: 4s - loss: 3.5177e-07 - acc: 1.000 - ETA: 4s - loss: 3.3626e-07 - acc: 1.000 - ETA: 4s - loss: 3.1430e-07 - acc: 1.000 - ETA: 4s - loss: 5.9119e-07 - acc: 1.000 - ETA: 4s - loss: 5.7098e-07 - acc: 1.000 - ETA: 4s - loss: 6.0335e-07 - acc: 1.000 - ETA: 4s - loss: 5.7627e-07 - acc: 1.000 - ETA: 4s - loss: 5.5121e-07 - acc: 1.000 - ETA: 4s - loss: 5.6957e-07 - acc: 1.000 - ETA: 4s - loss: 5.6419e-07 - acc: 1.000 - ETA: 4s - loss: 5.3675e-07 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9993 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0225 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.997 - ETA: 2s - loss: 0.0205 - acc: 0.997 - ETA: 2s - loss: 0.0201 - acc: 0.997 - ETA: 2s - loss: 0.0197 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.997 - ETA: 2s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0186 - acc: 0.997 - ETA: 2s - loss: 0.0183 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0173 - acc: 0.997 - ETA: 2s - loss: 0.0170 - acc: 0.997 - ETA: 2s - loss: 0.0167 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 6s 833us/step - loss: 0.0138 - acc: 0.9985 - val_loss: 1.5226 - val_acc: 0.8551 Epoch 01246: val_loss did not improve from 0.55729 Epoch 1247/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5907e-06 - acc: 1.000 - ETA: 5s - loss: 1.2670e-06 - acc: 1.000 - ETA: 5s - loss: 1.1040e-06 - acc: 1.000 - ETA: 4s - loss: 9.4788e-07 - acc: 1.000 - ETA: 4s - loss: 8.6111e-07 - acc: 1.000 - ETA: 4s - loss: 7.9374e-07 - acc: 1.000 - ETA: 4s - loss: 7.2048e-07 - acc: 1.000 - ETA: 4s - loss: 6.7474e-07 - acc: 1.000 - ETA: 4s - loss: 6.3409e-07 - acc: 1.000 - ETA: 4s - loss: 5.8872e-07 - acc: 1.000 - ETA: 4s - loss: 5.5938e-07 - acc: 1.000 - ETA: 4s - loss: 5.3839e-07 - acc: 1.000 - ETA: 4s - loss: 5.7320e-07 - acc: 1.000 - ETA: 4s - loss: 5.5419e-07 - acc: 1.000 - ETA: 4s - loss: 5.3583e-07 - acc: 1.000 - ETA: 4s - loss: 0.0066 - acc: 0.9992 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 6s 825us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6181 - val_acc: 0.8491 Epoch 01247: val_loss did not improve from 0.55729 Epoch 1248/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6168e-07 - acc: 1.000 - ETA: 5s - loss: 1.4976e-07 - acc: 1.000 - ETA: 5s - loss: 1.4197e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.3312e-07 - acc: 1.000 - ETA: 4s - loss: 1.3624e-07 - acc: 1.000 - ETA: 4s - loss: 1.8080e-07 - acc: 1.000 - ETA: 4s - loss: 2.1277e-07 - acc: 1.000 - ETA: 4s - loss: 2.0371e-07 - acc: 1.000 - ETA: 4s - loss: 2.0362e-07 - acc: 1.000 - ETA: 4s - loss: 1.9568e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0302 - acc: 0.998 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 820us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.5812 - val_acc: 0.8527 Epoch 01248: val_loss did not improve from 0.55729 Epoch 1249/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.5461e-07 - acc: 1.000 - ETA: 5s - loss: 0.0785 - acc: 0.9937 - ETA: 4s - loss: 0.0523 - acc: 0.995 - ETA: 4s - loss: 0.0418 - acc: 0.996 - ETA: 5s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 818us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.6219 - val_acc: 0.8479 Epoch 01249: val_loss did not improve from 0.55729 Epoch 1250/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.2560e-07 - acc: 1.000 - ETA: 5s - loss: 1.2327e-07 - acc: 1.000 - ETA: 5s - loss: 1.2304e-07 - acc: 1.000 - ETA: 5s - loss: 1.2236e-07 - acc: 1.000 - ETA: 5s - loss: 1.2403e-07 - acc: 1.000 - ETA: 4s - loss: 1.8382e-07 - acc: 1.000 - ETA: 4s - loss: 1.8520e-07 - acc: 1.000 - ETA: 4s - loss: 1.7695e-07 - acc: 1.000 - ETA: 4s - loss: 1.8307e-07 - acc: 1.000 - ETA: 4s - loss: 1.7811e-07 - acc: 1.000 - ETA: 4s - loss: 1.7540e-07 - acc: 1.000 - ETA: 4s - loss: 1.7080e-07 - acc: 1.000 - ETA: 4s - loss: 1.6758e-07 - acc: 1.000 - ETA: 4s - loss: 1.6386e-07 - acc: 1.000 - ETA: 4s - loss: 1.6147e-07 - acc: 1.000 - ETA: 4s - loss: 1.5944e-07 - acc: 1.000 - ETA: 4s - loss: 1.5746e-07 - acc: 1.000 - ETA: 4s - loss: 1.5567e-07 - acc: 1.000 - ETA: 4s - loss: 1.5404e-07 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.9993 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 820us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6007 - val_acc: 0.8431 Epoch 01250: val_loss did not improve from 0.55729 Epoch 1251/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2943e-07 - acc: 1.000 - ETA: 5s - loss: 0.0159 - acc: 0.9955 - ETA: 5s - loss: 0.0125 - acc: 0.996 - ETA: 5s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0149 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.996 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.997 - ETA: 3s - loss: 0.0136 - acc: 0.997 - ETA: 3s - loss: 0.0131 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0121 - acc: 0.997 - ETA: 3s - loss: 0.0117 - acc: 0.997 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - 5s 809us/step - loss: 0.0095 - acc: 0.9988 - val_loss: 1.6036 - val_acc: 0.8419 Epoch 01251: val_loss did not improve from 0.55729 Epoch 1252/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3560e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 5.6982e-04 - acc: 1.000 - ETA: 4s - loss: 4.1832e-04 - acc: 1.000 - ETA: 5s - loss: 3.4872e-04 - acc: 1.000 - ETA: 4s - loss: 2.8535e-04 - acc: 1.000 - ETA: 4s - loss: 2.4260e-04 - acc: 1.000 - ETA: 4s - loss: 2.1754e-04 - acc: 1.000 - ETA: 4s - loss: 2.3372e-04 - acc: 1.000 - ETA: 4s - loss: 2.1473e-04 - acc: 1.000 - ETA: 4s - loss: 1.9327e-04 - acc: 1.000 - ETA: 4s - loss: 1.7980e-04 - acc: 1.000 - ETA: 4s - loss: 1.6451e-04 - acc: 1.000 - ETA: 4s - loss: 1.5465e-04 - acc: 1.000 - ETA: 4s - loss: 1.4320e-04 - acc: 1.000 - ETA: 4s - loss: 1.3567e-04 - acc: 1.000 - ETA: 4s - loss: 1.2679e-04 - acc: 1.000 - ETA: 4s - loss: 1.2138e-04 - acc: 1.000 - ETA: 4s - loss: 1.1597e-04 - acc: 1.000 - ETA: 4s - loss: 1.0944e-04 - acc: 1.000 - ETA: 4s - loss: 1.0501e-04 - acc: 1.000 - ETA: 4s - loss: 1.0093e-04 - acc: 1.000 - ETA: 3s - loss: 1.5825e-04 - acc: 1.000 - ETA: 3s - loss: 1.5082e-04 - acc: 1.000 - ETA: 3s - loss: 1.4568e-04 - acc: 1.000 - ETA: 3s - loss: 1.3936e-04 - acc: 1.000 - ETA: 3s - loss: 1.3356e-04 - acc: 1.000 - ETA: 3s - loss: 1.4084e-04 - acc: 1.000 - ETA: 3s - loss: 5.4088e-04 - acc: 0.999 - ETA: 3s - loss: 5.2558e-04 - acc: 0.999 - ETA: 3s - loss: 5.0648e-04 - acc: 0.999 - ETA: 3s - loss: 4.9304e-04 - acc: 0.999 - ETA: 3s - loss: 4.7621e-04 - acc: 0.999 - ETA: 3s - loss: 4.6431e-04 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.9992 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 809us/step - loss: 0.0105 - acc: 0.9990 - val_loss: 1.6782 - val_acc: 0.8347 Epoch 01252: val_loss did not improve from 0.55729 Epoch 1253/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1382e-04 - acc: 1.000 - ETA: 5s - loss: 5.7205e-05 - acc: 1.000 - ETA: 5s - loss: 3.9138e-05 - acc: 1.000 - ETA: 5s - loss: 6.5116e-05 - acc: 1.000 - ETA: 4s - loss: 5.1445e-05 - acc: 1.000 - ETA: 4s - loss: 4.4838e-05 - acc: 1.000 - ETA: 4s - loss: 3.7967e-05 - acc: 1.000 - ETA: 4s - loss: 3.7029e-05 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9970 - ETA: 4s - loss: 0.0043 - acc: 0.997 - ETA: 4s - loss: 0.0038 - acc: 0.997 - ETA: 4s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.998 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 806us/step - loss: 0.0093 - acc: 0.9990 - val_loss: 1.5308 - val_acc: 0.8587 Epoch 01253: val_loss did not improve from 0.55729 Epoch 1254/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2650e-07 - acc: 1.000 - ETA: 4s - loss: 6.8469e-05 - acc: 1.000 - ETA: 5s - loss: 4.2838e-05 - acc: 1.000 - ETA: 5s - loss: 3.1187e-05 - acc: 1.000 - ETA: 4s - loss: 2.2908e-05 - acc: 1.000 - ETA: 4s - loss: 1.8114e-05 - acc: 1.000 - ETA: 4s - loss: 1.9818e-05 - acc: 1.000 - ETA: 4s - loss: 1.6825e-05 - acc: 1.000 - ETA: 4s - loss: 1.5128e-05 - acc: 1.000 - ETA: 4s - loss: 1.3311e-05 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9986 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 804us/step - loss: 0.0090 - acc: 0.9991 - val_loss: 1.6527 - val_acc: 0.8395 Epoch 01254: val_loss did not improve from 0.55729 Epoch 1255/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.0282e-06 - acc: 1.000 - ETA: 5s - loss: 1.5823e-06 - acc: 1.000 - ETA: 5s - loss: 2.4040e-06 - acc: 1.000 - ETA: 4s - loss: 2.3391e-06 - acc: 1.000 - ETA: 4s - loss: 1.8769e-06 - acc: 1.000 - ETA: 4s - loss: 1.6408e-06 - acc: 1.000 - ETA: 4s - loss: 1.4193e-06 - acc: 1.000 - ETA: 4s - loss: 1.2881e-06 - acc: 1.000 - ETA: 4s - loss: 1.1497e-06 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9986 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.997 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 806us/step - loss: 0.0128 - acc: 0.9987 - val_loss: 1.6120 - val_acc: 0.8455 Epoch 01255: val_loss did not improve from 0.55729 Epoch 1256/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2881e-06 - acc: 1.000 - ETA: 5s - loss: 8.4978e-07 - acc: 1.000 - ETA: 5s - loss: 6.0626e-07 - acc: 1.000 - ETA: 4s - loss: 1.8048e-06 - acc: 1.000 - ETA: 4s - loss: 2.1481e-06 - acc: 1.000 - ETA: 4s - loss: 1.7976e-06 - acc: 1.000 - ETA: 4s - loss: 1.5489e-06 - acc: 1.000 - ETA: 4s - loss: 4.7238e-05 - acc: 1.000 - ETA: 4s - loss: 4.1696e-05 - acc: 1.000 - ETA: 4s - loss: 3.7453e-05 - acc: 1.000 - ETA: 4s - loss: 3.4724e-05 - acc: 1.000 - ETA: 4s - loss: 3.1866e-05 - acc: 1.000 - ETA: 4s - loss: 2.9275e-05 - acc: 1.000 - ETA: 4s - loss: 2.7593e-05 - acc: 1.000 - ETA: 4s - loss: 2.5630e-05 - acc: 1.000 - ETA: 4s - loss: 2.4333e-05 - acc: 1.000 - ETA: 4s - loss: 2.4507e-05 - acc: 1.000 - ETA: 4s - loss: 2.3398e-05 - acc: 1.000 - ETA: 4s - loss: 2.2068e-05 - acc: 1.000 - ETA: 4s - loss: 2.1166e-05 - acc: 1.000 - ETA: 4s - loss: 2.0073e-05 - acc: 1.000 - ETA: 3s - loss: 0.0100 - acc: 0.9994 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0167 - acc: 0.999 - ETA: 1s - loss: 0.0164 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.999 - ETA: 0s - loss: 0.0166 - acc: 0.999 - ETA: 0s - loss: 0.0164 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.999 - ETA: 0s - loss: 0.0160 - acc: 0.999 - ETA: 0s - loss: 0.0158 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - 5s 806us/step - loss: 0.0145 - acc: 0.9991 - val_loss: 1.5426 - val_acc: 0.8455 Epoch 01256: val_loss did not improve from 0.55729 Epoch 1257/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6464e-06 - acc: 1.000 - ETA: 5s - loss: 1.0737e-06 - acc: 1.000 - ETA: 4s - loss: 7.6920e-07 - acc: 1.000 - ETA: 4s - loss: 6.4258e-07 - acc: 1.000 - ETA: 4s - loss: 5.3239e-07 - acc: 1.000 - ETA: 4s - loss: 4.7605e-07 - acc: 1.000 - ETA: 4s - loss: 4.3903e-07 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9983 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - 5s 803us/step - loss: 0.0062 - acc: 0.9993 - val_loss: 1.6677 - val_acc: 0.8395 Epoch 01257: val_loss did not improve from 0.55729 Epoch 1258/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1517e-04 - acc: 1.000 - ETA: 4s - loss: 7.6823e-05 - acc: 1.000 - ETA: 4s - loss: 8.4188e-05 - acc: 1.000 - ETA: 4s - loss: 6.6523e-05 - acc: 1.000 - ETA: 4s - loss: 5.5117e-05 - acc: 1.000 - ETA: 4s - loss: 4.8771e-05 - acc: 1.000 - ETA: 4s - loss: 4.2294e-05 - acc: 1.000 - ETA: 4s - loss: 3.9708e-05 - acc: 1.000 - ETA: 4s - loss: 1.4220e-04 - acc: 1.000 - ETA: 4s - loss: 1.2834e-04 - acc: 1.000 - ETA: 4s - loss: 1.1965e-04 - acc: 1.000 - ETA: 4s - loss: 1.0969e-04 - acc: 1.000 - ETA: 4s - loss: 1.0126e-04 - acc: 1.000 - ETA: 4s - loss: 9.5751e-05 - acc: 1.000 - ETA: 4s - loss: 8.9268e-05 - acc: 1.000 - ETA: 4s - loss: 8.3608e-05 - acc: 1.000 - ETA: 4s - loss: 7.9813e-05 - acc: 1.000 - ETA: 4s - loss: 7.5264e-05 - acc: 1.000 - ETA: 4s - loss: 7.2391e-05 - acc: 1.000 - ETA: 4s - loss: 6.9544e-05 - acc: 1.000 - ETA: 3s - loss: 6.6420e-05 - acc: 1.000 - ETA: 3s - loss: 6.6572e-05 - acc: 1.000 - ETA: 3s - loss: 6.3552e-05 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9995 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 805us/step - loss: 0.0111 - acc: 0.9990 - val_loss: 1.6417 - val_acc: 0.8371 Epoch 01258: val_loss did not improve from 0.55729 Epoch 1259/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4645e-07 - acc: 1.000 - ETA: 5s - loss: 2.4889e-06 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 1.0000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0687e-04 - acc: 1.000 - ETA: 4s - loss: 7.9730e-04 - acc: 1.000 - ETA: 4s - loss: 7.0351e-04 - acc: 1.000 - ETA: 4s - loss: 6.4655e-04 - acc: 1.000 - ETA: 4s - loss: 5.8349e-04 - acc: 1.000 - ETA: 4s - loss: 5.4393e-04 - acc: 1.000 - ETA: 4s - loss: 4.9867e-04 - acc: 1.000 - ETA: 4s - loss: 4.6935e-04 - acc: 1.000 - ETA: 4s - loss: 4.3522e-04 - acc: 1.000 - ETA: 4s - loss: 4.1273e-04 - acc: 1.000 - ETA: 4s - loss: 3.8612e-04 - acc: 1.000 - ETA: 4s - loss: 3.7687e-04 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 803us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.6023 - val_acc: 0.8491 Epoch 01259: val_loss did not improve from 0.55729 Epoch 1260/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3292e-07 - acc: 1.000 - ETA: 5s - loss: 6.9813e-07 - acc: 1.000 - ETA: 5s - loss: 5.0516e-07 - acc: 1.000 - ETA: 5s - loss: 5.0585e-07 - acc: 1.000 - ETA: 4s - loss: 8.5960e-07 - acc: 1.000 - ETA: 4s - loss: 7.5864e-07 - acc: 1.000 - ETA: 4s - loss: 1.9443e-06 - acc: 1.000 - ETA: 4s - loss: 1.7214e-06 - acc: 1.000 - ETA: 4s - loss: 1.5831e-06 - acc: 1.000 - ETA: 4s - loss: 1.6146e-06 - acc: 1.000 - ETA: 4s - loss: 1.5029e-06 - acc: 1.000 - ETA: 4s - loss: 9.1878e-06 - acc: 1.000 - ETA: 4s - loss: 8.6089e-06 - acc: 1.000 - ETA: 4s - loss: 7.9430e-06 - acc: 1.000 - ETA: 4s - loss: 7.3934e-06 - acc: 1.000 - ETA: 4s - loss: 7.0182e-06 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9992 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 805us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5671 - val_acc: 0.8443 Epoch 01260: val_loss did not improve from 0.55729 Epoch 1261/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9073e-07 - acc: 1.000 - ETA: 4s - loss: 2.4498e-07 - acc: 1.000 - ETA: 5s - loss: 2.1197e-07 - acc: 1.000 - ETA: 4s - loss: 1.8105e-07 - acc: 1.000 - ETA: 4s - loss: 1.6857e-07 - acc: 1.000 - ETA: 4s - loss: 1.6172e-07 - acc: 1.000 - ETA: 4s - loss: 1.6314e-07 - acc: 1.000 - ETA: 4s - loss: 1.7186e-07 - acc: 1.000 - ETA: 4s - loss: 1.6660e-07 - acc: 1.000 - ETA: 4s - loss: 2.8137e-07 - acc: 1.000 - ETA: 4s - loss: 2.6525e-07 - acc: 1.000 - ETA: 4s - loss: 2.5456e-07 - acc: 1.000 - ETA: 4s - loss: 2.4253e-07 - acc: 1.000 - ETA: 4s - loss: 2.8319e-07 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9990 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 813us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6378 - val_acc: 0.8455 Epoch 01261: val_loss did not improve from 0.55729 Epoch 1262/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.2008e-07 - acc: 1.000 - ETA: 5s - loss: 2.4513e-07 - acc: 1.000 - ETA: 4s - loss: 2.0812e-07 - acc: 1.000 - ETA: 4s - loss: 1.9034e-07 - acc: 1.000 - ETA: 4s - loss: 1.8023e-07 - acc: 1.000 - ETA: 4s - loss: 2.1078e-07 - acc: 1.000 - ETA: 4s - loss: 3.7139e-07 - acc: 1.000 - ETA: 4s - loss: 3.7611e-07 - acc: 1.000 - ETA: 4s - loss: 3.5339e-07 - acc: 1.000 - ETA: 4s - loss: 3.4902e-07 - acc: 1.000 - ETA: 4s - loss: 5.9474e-07 - acc: 1.000 - ETA: 4s - loss: 6.4598e-07 - acc: 1.000 - ETA: 4s - loss: 6.1176e-07 - acc: 1.000 - ETA: 4s - loss: 5.8282e-07 - acc: 1.000 - ETA: 4s - loss: 5.5607e-07 - acc: 1.000 - ETA: 4s - loss: 5.3240e-07 - acc: 1.000 - ETA: 4s - loss: 5.0601e-07 - acc: 1.000 - ETA: 4s - loss: 4.8729e-07 - acc: 1.000 - ETA: 4s - loss: 4.6507e-07 - acc: 1.000 - ETA: 4s - loss: 4.4591e-07 - acc: 1.000 - ETA: 4s - loss: 4.3248e-07 - acc: 1.000 - ETA: 4s - loss: 4.4125e-07 - acc: 1.000 - ETA: 4s - loss: 4.4944e-07 - acc: 1.000 - ETA: 4s - loss: 4.3757e-07 - acc: 1.000 - ETA: 3s - loss: 4.2297e-07 - acc: 1.000 - ETA: 3s - loss: 4.1284e-07 - acc: 1.000 - ETA: 3s - loss: 4.0035e-07 - acc: 1.000 - ETA: 3s - loss: 0.0076 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 6s 827us/step - loss: 0.0151 - acc: 0.9985 - val_loss: 1.5988 - val_acc: 0.8443 Epoch 01262: val_loss did not improve from 0.55729 Epoch 1263/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.9995e-07 - acc: 1.000 - ETA: 4s - loss: 4.1783e-07 - acc: 1.000 - ETA: 5s - loss: 3.6806e-07 - acc: 1.000 - ETA: 4s - loss: 3.4327e-07 - acc: 1.000 - ETA: 4s - loss: 5.0436e-07 - acc: 1.000 - ETA: 4s - loss: 8.4541e-07 - acc: 1.000 - ETA: 4s - loss: 7.8059e-07 - acc: 1.000 - ETA: 4s - loss: 7.0710e-07 - acc: 1.000 - ETA: 4s - loss: 6.7082e-07 - acc: 1.000 - ETA: 4s - loss: 6.1958e-07 - acc: 1.000 - ETA: 4s - loss: 5.8694e-07 - acc: 1.000 - ETA: 4s - loss: 9.1258e-07 - acc: 1.000 - ETA: 4s - loss: 8.6835e-07 - acc: 1.000 - ETA: 4s - loss: 1.1539e-06 - acc: 1.000 - ETA: 4s - loss: 1.0863e-06 - acc: 1.000 - ETA: 4s - loss: 1.0269e-06 - acc: 1.000 - ETA: 4s - loss: 9.9004e-07 - acc: 1.000 - ETA: 4s - loss: 9.4224e-07 - acc: 1.000 - ETA: 4s - loss: 9.0932e-07 - acc: 1.000 - ETA: 3s - loss: 8.7188e-07 - acc: 1.000 - ETA: 3s - loss: 8.3866e-07 - acc: 1.000 - ETA: 3s - loss: 8.3782e-07 - acc: 1.000 - ETA: 3s - loss: 8.0780e-07 - acc: 1.000 - ETA: 3s - loss: 7.8710e-07 - acc: 1.000 - ETA: 3s - loss: 7.7375e-07 - acc: 1.000 - ETA: 3s - loss: 7.4783e-07 - acc: 1.000 - ETA: 3s - loss: 7.2984e-07 - acc: 1.000 - ETA: 3s - loss: 7.1272e-07 - acc: 1.000 - ETA: 3s - loss: 6.9133e-07 - acc: 1.000 - ETA: 3s - loss: 6.7635e-07 - acc: 1.000 - ETA: 3s - loss: 7.7999e-07 - acc: 1.000 - ETA: 3s - loss: 7.5815e-07 - acc: 1.000 - ETA: 3s - loss: 7.4269e-07 - acc: 1.000 - ETA: 3s - loss: 7.2516e-07 - acc: 1.000 - ETA: 3s - loss: 7.1238e-07 - acc: 1.000 - ETA: 3s - loss: 6.9919e-07 - acc: 1.000 - ETA: 3s - loss: 6.8744e-07 - acc: 1.000 - ETA: 3s - loss: 6.7527e-07 - acc: 1.000 - ETA: 2s - loss: 6.8265e-07 - acc: 1.000 - ETA: 2s - loss: 6.7115e-07 - acc: 1.000 - ETA: 2s - loss: 6.5653e-07 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 814us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.5970 - val_acc: 0.8479 Epoch 01263: val_loss did not improve from 0.55729 Epoch 1264/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2138e-07 - acc: 1.000 - ETA: 4s - loss: 1.2080e-07 - acc: 1.000 - ETA: 5s - loss: 3.5267e-07 - acc: 1.000 - ETA: 4s - loss: 3.1932e-07 - acc: 1.000 - ETA: 4s - loss: 3.2902e-07 - acc: 1.000 - ETA: 4s - loss: 3.1101e-07 - acc: 1.000 - ETA: 4s - loss: 2.9365e-07 - acc: 1.000 - ETA: 4s - loss: 2.7887e-07 - acc: 1.000 - ETA: 4s - loss: 8.1317e-07 - acc: 1.000 - ETA: 4s - loss: 7.4708e-07 - acc: 1.000 - ETA: 4s - loss: 6.9248e-07 - acc: 1.000 - ETA: 4s - loss: 6.5738e-07 - acc: 1.000 - ETA: 4s - loss: 6.1806e-07 - acc: 1.000 - ETA: 4s - loss: 6.0187e-07 - acc: 1.000 - ETA: 4s - loss: 5.6970e-07 - acc: 1.000 - ETA: 4s - loss: 5.8704e-07 - acc: 1.000 - ETA: 4s - loss: 5.6000e-07 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 808us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.5991 - val_acc: 0.8467 Epoch 01264: val_loss did not improve from 0.55729 Epoch 1265/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.3759e-06 - acc: 1.000 - ETA: 5s - loss: 3.1575e-06 - acc: 1.000 - ETA: 5s - loss: 0.0202 - acc: 0.9958 - ETA: 5s - loss: 0.0162 - acc: 0.996 - ETA: 5s - loss: 0.0135 - acc: 0.997 - ETA: 5s - loss: 0.0116 - acc: 0.997 - ETA: 5s - loss: 0.0101 - acc: 0.997 - ETA: 5s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0410 - acc: 0.996 - ETA: 4s - loss: 0.0391 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0348 - acc: 0.997 - ETA: 3s - loss: 0.0338 - acc: 0.997 - ETA: 3s - loss: 0.0406 - acc: 0.997 - ETA: 3s - loss: 0.0395 - acc: 0.997 - ETA: 3s - loss: 0.0384 - acc: 0.997 - ETA: 3s - loss: 0.0375 - acc: 0.997 - ETA: 3s - loss: 0.0362 - acc: 0.997 - ETA: 3s - loss: 0.0353 - acc: 0.997 - ETA: 3s - loss: 0.0346 - acc: 0.997 - ETA: 3s - loss: 0.0337 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.997 - ETA: 3s - loss: 0.0322 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0295 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0283 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 2s - loss: 0.0270 - acc: 0.998 - ETA: 2s - loss: 0.0265 - acc: 0.998 - ETA: 2s - loss: 0.0260 - acc: 0.998 - ETA: 2s - loss: 0.0256 - acc: 0.998 - ETA: 2s - loss: 0.0249 - acc: 0.998 - ETA: 2s - loss: 0.0245 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 6s 843us/step - loss: 0.0150 - acc: 0.9990 - val_loss: 1.5865 - val_acc: 0.8575 Epoch 01265: val_loss did not improve from 0.55729 Epoch 1266/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2006e-07 - acc: 1.000 - ETA: 5s - loss: 1.2436e-07 - acc: 1.000 - ETA: 4s - loss: 1.8001e-07 - acc: 1.000 - ETA: 5s - loss: 1.9007e-07 - acc: 1.000 - ETA: 4s - loss: 1.7719e-07 - acc: 1.000 - ETA: 4s - loss: 1.6827e-07 - acc: 1.000 - ETA: 4s - loss: 2.3047e-07 - acc: 1.000 - ETA: 4s - loss: 2.1738e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 818us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.7430 - val_acc: 0.8395 Epoch 01266: val_loss did not improve from 0.55729 Epoch 1267/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.6117e-07 - acc: 1.000 - ETA: 5s - loss: 5.2044e-07 - acc: 1.000 - ETA: 5s - loss: 4.7734e-07 - acc: 1.000 - ETA: 5s - loss: 4.0770e-07 - acc: 1.000 - ETA: 4s - loss: 9.1890e-07 - acc: 1.000 - ETA: 4s - loss: 8.3654e-07 - acc: 1.000 - ETA: 4s - loss: 7.3867e-07 - acc: 1.000 - ETA: 4s - loss: 8.1559e-07 - acc: 1.000 - ETA: 4s - loss: 7.3660e-07 - acc: 1.000 - ETA: 4s - loss: 6.7042e-07 - acc: 1.000 - ETA: 4s - loss: 6.2967e-07 - acc: 1.000 - ETA: 4s - loss: 5.8638e-07 - acc: 1.000 - ETA: 4s - loss: 5.5796e-07 - acc: 1.000 - ETA: 4s - loss: 5.2413e-07 - acc: 1.000 - ETA: 4s - loss: 5.0478e-07 - acc: 1.000 - ETA: 4s - loss: 4.7819e-07 - acc: 1.000 - ETA: 4s - loss: 4.5580e-07 - acc: 1.000 - ETA: 4s - loss: 4.4036e-07 - acc: 1.000 - ETA: 4s - loss: 7.4843e-07 - acc: 1.000 - ETA: 4s - loss: 7.1550e-07 - acc: 1.000 - ETA: 4s - loss: 6.9471e-07 - acc: 1.000 - ETA: 3s - loss: 6.6791e-07 - acc: 1.000 - ETA: 3s - loss: 6.4808e-07 - acc: 1.000 - ETA: 3s - loss: 7.4069e-07 - acc: 1.000 - ETA: 3s - loss: 7.1997e-07 - acc: 1.000 - ETA: 3s - loss: 6.9840e-07 - acc: 1.000 - ETA: 3s - loss: 6.8504e-07 - acc: 1.000 - ETA: 3s - loss: 6.6708e-07 - acc: 1.000 - ETA: 3s - loss: 6.5311e-07 - acc: 1.000 - ETA: 3s - loss: 6.3339e-07 - acc: 1.000 - ETA: 3s - loss: 6.1527e-07 - acc: 1.000 - ETA: 3s - loss: 6.0233e-07 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 810us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.6552 - val_acc: 0.8419 Epoch 01267: val_loss did not improve from 0.55729 Epoch 1268/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0073e-06 - acc: 1.000 - ETA: 4s - loss: 1.7942e-06 - acc: 1.000 - ETA: 5s - loss: 1.1937e-06 - acc: 1.000 - ETA: 4s - loss: 6.4664e-06 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.2892e-04 - acc: 1.000 - ETA: 4s - loss: 7.3333e-04 - acc: 1.000 - ETA: 4s - loss: 6.3828e-04 - acc: 1.000 - ETA: 4s - loss: 5.8029e-04 - acc: 1.000 - ETA: 4s - loss: 5.1759e-04 - acc: 1.000 - ETA: 4s - loss: 4.7878e-04 - acc: 1.000 - ETA: 4s - loss: 4.3586e-04 - acc: 1.000 - ETA: 4s - loss: 4.0807e-04 - acc: 1.000 - ETA: 4s - loss: 3.7611e-04 - acc: 1.000 - ETA: 4s - loss: 3.5437e-04 - acc: 1.000 - ETA: 4s - loss: 3.3604e-04 - acc: 1.000 - ETA: 4s - loss: 3.1952e-04 - acc: 1.000 - ETA: 4s - loss: 2.9987e-04 - acc: 1.000 - ETA: 4s - loss: 2.8252e-04 - acc: 1.000 - ETA: 4s - loss: 2.7076e-04 - acc: 1.000 - ETA: 4s - loss: 2.5652e-04 - acc: 1.000 - ETA: 3s - loss: 2.4680e-04 - acc: 1.000 - ETA: 3s - loss: 2.3492e-04 - acc: 1.000 - ETA: 3s - loss: 2.2673e-04 - acc: 1.000 - ETA: 3s - loss: 2.1681e-04 - acc: 1.000 - ETA: 3s - loss: 2.0760e-04 - acc: 1.000 - ETA: 3s - loss: 2.0118e-04 - acc: 1.000 - ETA: 3s - loss: 1.9322e-04 - acc: 1.000 - ETA: 3s - loss: 1.8587e-04 - acc: 1.000 - ETA: 3s - loss: 1.8071e-04 - acc: 1.000 - ETA: 3s - loss: 1.7426e-04 - acc: 1.000 - ETA: 3s - loss: 1.6971e-04 - acc: 1.000 - ETA: 3s - loss: 1.6401e-04 - acc: 1.000 - ETA: 3s - loss: 1.5868e-04 - acc: 1.000 - ETA: 3s - loss: 1.5491e-04 - acc: 1.000 - ETA: 3s - loss: 1.5015e-04 - acc: 1.000 - ETA: 3s - loss: 1.4676e-04 - acc: 1.000 - ETA: 3s - loss: 0.0026 - acc: 0.9996 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 806us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.6538 - val_acc: 0.8383 Epoch 01268: val_loss did not improve from 0.55729 Epoch 1269/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.7716e-07 - acc: 1.000 - ETA: 5s - loss: 8.0548e-04 - acc: 1.000 - ETA: 5s - loss: 4.0281e-04 - acc: 1.000 - ETA: 4s - loss: 2.6858e-04 - acc: 1.000 - ETA: 4s - loss: 2.1489e-04 - acc: 1.000 - ETA: 4s - loss: 1.7125e-04 - acc: 1.000 - ETA: 4s - loss: 1.4791e-04 - acc: 1.000 - ETA: 4s - loss: 1.2532e-04 - acc: 1.000 - ETA: 4s - loss: 1.1237e-04 - acc: 1.000 - ETA: 4s - loss: 9.8762e-05 - acc: 1.000 - ETA: 4s - loss: 8.8098e-05 - acc: 1.000 - ETA: 4s - loss: 8.1548e-05 - acc: 1.000 - ETA: 4s - loss: 7.4408e-05 - acc: 1.000 - ETA: 4s - loss: 6.9667e-05 - acc: 1.000 - ETA: 4s - loss: 6.4308e-05 - acc: 1.000 - ETA: 4s - loss: 6.0742e-05 - acc: 1.000 - ETA: 4s - loss: 5.7553e-05 - acc: 1.000 - ETA: 4s - loss: 5.3788e-05 - acc: 1.000 - ETA: 4s - loss: 5.0529e-05 - acc: 1.000 - ETA: 4s - loss: 4.8362e-05 - acc: 1.000 - ETA: 4s - loss: 4.5714e-05 - acc: 1.000 - ETA: 4s - loss: 4.3890e-05 - acc: 1.000 - ETA: 3s - loss: 4.1800e-05 - acc: 1.000 - ETA: 3s - loss: 1.1513e-04 - acc: 1.000 - ETA: 3s - loss: 1.0978e-04 - acc: 1.000 - ETA: 3s - loss: 1.0608e-04 - acc: 1.000 - ETA: 3s - loss: 1.0153e-04 - acc: 1.000 - ETA: 3s - loss: 9.8396e-05 - acc: 1.000 - ETA: 3s - loss: 9.4474e-05 - acc: 1.000 - ETA: 3s - loss: 9.0901e-05 - acc: 1.000 - ETA: 3s - loss: 8.8356e-05 - acc: 1.000 - ETA: 3s - loss: 8.5176e-05 - acc: 1.000 - ETA: 3s - loss: 8.2218e-05 - acc: 1.000 - ETA: 3s - loss: 8.0168e-05 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 0.9996 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 807us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.6249 - val_acc: 0.8479 Epoch 01269: val_loss did not improve from 0.55729 Epoch 1270/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.8812e-07 - acc: 1.000 - ETA: 5s - loss: 3.1144e-07 - acc: 1.000 - ETA: 5s - loss: 0.0583 - acc: 0.9937 - ETA: 5s - loss: 0.0424 - acc: 0.995 - ETA: 4s - loss: 0.0311 - acc: 0.996 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0302 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 806us/step - loss: 0.0147 - acc: 0.9987 - val_loss: 1.5809 - val_acc: 0.8467 Epoch 01270: val_loss did not improve from 0.55729 Epoch 1271/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - 5s 804us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5856 - val_acc: 0.8599 Epoch 01271: val_loss did not improve from 0.55729 Epoch 1272/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.2990e-07 - acc: 1.000 - ETA: 5s - loss: 2.9675e-07 - acc: 1.000 - ETA: 5s - loss: 2.5874e-07 - acc: 1.000 - ETA: 5s - loss: 2.3863e-07 - acc: 1.000 - ETA: 5s - loss: 2.1209e-07 - acc: 1.000 - ETA: 4s - loss: 1.9521e-07 - acc: 1.000 - ETA: 4s - loss: 1.8351e-07 - acc: 1.000 - ETA: 4s - loss: 1.7686e-07 - acc: 1.000 - ETA: 4s - loss: 1.7222e-07 - acc: 1.000 - ETA: 4s - loss: 1.6805e-07 - acc: 1.000 - ETA: 4s - loss: 1.8895e-07 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9988 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 805us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.5107 - val_acc: 0.8539 Epoch 01272: val_loss did not improve from 0.55729 Epoch 1273/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6359e-07 - acc: 1.000 - ETA: 5s - loss: 1.9968e-07 - acc: 1.000 - ETA: 5s - loss: 1.8440e-07 - acc: 1.000 - ETA: 5s - loss: 3.5703e-05 - acc: 1.000 - ETA: 4s - loss: 2.6251e-05 - acc: 1.000 - ETA: 4s - loss: 2.0856e-05 - acc: 1.000 - ETA: 4s - loss: 1.8438e-05 - acc: 1.000 - ETA: 4s - loss: 1.5620e-05 - acc: 1.000 - ETA: 4s - loss: 1.4863e-05 - acc: 1.000 - ETA: 4s - loss: 1.3077e-05 - acc: 1.000 - ETA: 4s - loss: 1.1999e-05 - acc: 1.000 - ETA: 4s - loss: 1.0820e-05 - acc: 1.000 - ETA: 4s - loss: 1.0077e-05 - acc: 1.000 - ETA: 4s - loss: 9.2307e-06 - acc: 1.000 - ETA: 4s - loss: 9.4542e-06 - acc: 1.000 - ETA: 4s - loss: 8.9529e-06 - acc: 1.000 - ETA: 4s - loss: 8.4884e-06 - acc: 1.000 - ETA: 4s - loss: 8.0843e-06 - acc: 1.000 - ETA: 4s - loss: 7.5870e-06 - acc: 1.000 - ETA: 4s - loss: 7.1506e-06 - acc: 1.000 - ETA: 4s - loss: 0.0114 - acc: 0.9993 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 5s 806us/step - loss: 0.0137 - acc: 0.9990 - val_loss: 1.4863 - val_acc: 0.8503 Epoch 01273: val_loss did not improve from 0.55729 Epoch 1274/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3374e-07 - acc: 1.000 - ETA: 5s - loss: 1.2978e-07 - acc: 1.000 - ETA: 4s - loss: 2.2769e-07 - acc: 1.000 - ETA: 5s - loss: 2.0961e-07 - acc: 1.000 - ETA: 4s - loss: 2.0618e-07 - acc: 1.000 - ETA: 4s - loss: 1.9574e-07 - acc: 1.000 - ETA: 4s - loss: 1.8621e-07 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 0.9984 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 9.9584e-04 - acc: 0.999 - ETA: 4s - loss: 9.4054e-04 - acc: 0.999 - ETA: 4s - loss: 9.0293e-04 - acc: 0.999 - ETA: 3s - loss: 8.5914e-04 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.9988 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 806us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.6228 - val_acc: 0.8467 Epoch 01274: val_loss did not improve from 0.55729 Epoch 1275/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.1063e-07 - acc: 1.000 - ETA: 5s - loss: 6.4150e-07 - acc: 1.000 - ETA: 5s - loss: 3.9488e-07 - acc: 1.000 - ETA: 4s - loss: 3.0448e-07 - acc: 1.000 - ETA: 4s - loss: 2.7577e-07 - acc: 1.000 - ETA: 4s - loss: 2.4956e-07 - acc: 1.000 - ETA: 4s - loss: 2.5210e-07 - acc: 1.000 - ETA: 4s - loss: 2.4346e-07 - acc: 1.000 - ETA: 4s - loss: 6.9821e-05 - acc: 1.000 - ETA: 4s - loss: 6.1591e-05 - acc: 1.000 - ETA: 4s - loss: 5.6472e-05 - acc: 1.000 - ETA: 4s - loss: 5.0837e-05 - acc: 1.000 - ETA: 4s - loss: 4.7299e-05 - acc: 1.000 - ETA: 4s - loss: 4.3284e-05 - acc: 1.000 - ETA: 4s - loss: 3.9908e-05 - acc: 1.000 - ETA: 4s - loss: 3.7142e-05 - acc: 1.000 - ETA: 4s - loss: 3.5229e-05 - acc: 1.000 - ETA: 4s - loss: 3.2964e-05 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9992 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 806us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.6249 - val_acc: 0.8419 Epoch 01275: val_loss did not improve from 0.55729 Epoch 1276/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2977e-06 - acc: 1.000 - ETA: 4s - loss: 2.2853e-06 - acc: 1.000 - ETA: 5s - loss: 1.5140e-06 - acc: 1.000 - ETA: 4s - loss: 1.0848e-06 - acc: 1.000 - ETA: 4s - loss: 9.0251e-07 - acc: 1.000 - ETA: 4s - loss: 8.0081e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 805us/step - loss: 0.0119 - acc: 0.9987 - val_loss: 1.5800 - val_acc: 0.8467 Epoch 01276: val_loss did not improve from 0.55729 Epoch 1277/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3471e-07 - acc: 1.000 - ETA: 5s - loss: 2.0795e-07 - acc: 1.000 - ETA: 5s - loss: 1.8626e-07 - acc: 1.000 - ETA: 4s - loss: 2.4773e-07 - acc: 1.000 - ETA: 4s - loss: 2.2744e-07 - acc: 1.000 - ETA: 4s - loss: 2.0875e-07 - acc: 1.000 - ETA: 4s - loss: 2.0574e-05 - acc: 1.000 - ETA: 4s - loss: 1.8529e-05 - acc: 1.000 - ETA: 4s - loss: 1.7109e-05 - acc: 1.000 - ETA: 4s - loss: 2.4029e-05 - acc: 1.000 - ETA: 4s - loss: 2.2354e-05 - acc: 1.000 - ETA: 4s - loss: 2.3384e-05 - acc: 1.000 - ETA: 4s - loss: 2.1808e-05 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9990 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 812us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5543 - val_acc: 0.8479 Epoch 01277: val_loss did not improve from 0.55729 Epoch 1278/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.4976e-07 - acc: 1.000 - ETA: 4s - loss: 0.0549 - acc: 0.9958 - ETA: 4s - loss: 0.0412 - acc: 0.996 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 811us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.6304 - val_acc: 0.8395 Epoch 01278: val_loss did not improve from 0.55729 Epoch 1279/2000 6680/6680 [==============================] - ETA: 6s - loss: 7.5102e-07 - acc: 1.000 - ETA: 5s - loss: 2.7299e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0345 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.998 - ETA: 3s - loss: 0.0302 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 807us/step - loss: 0.0104 - acc: 0.9993 - val_loss: 1.6806 - val_acc: 0.8407 Epoch 01279: val_loss did not improve from 0.55729 Epoch 1280/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 4s - loss: 1.5133e-07 - acc: 1.000 - ETA: 4s - loss: 3.0225e-07 - acc: 1.000 - ETA: 4s - loss: 2.6564e-07 - acc: 1.000 - ETA: 4s - loss: 2.3481e-07 - acc: 1.000 - ETA: 4s - loss: 2.8468e-07 - acc: 1.000 - ETA: 4s - loss: 2.6559e-07 - acc: 1.000 - ETA: 4s - loss: 1.9602e-06 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9985 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - 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acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 811us/step - loss: 0.0091 - acc: 0.9990 - val_loss: 1.6010 - val_acc: 0.8431 Epoch 01280: val_loss did not improve from 0.55729 Epoch 1281/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 0.0953 - acc: 0.9929 - ETA: 5s - loss: 0.0667 - acc: 0.995 - ETA: 5s - loss: 0.0476 - acc: 0.996 - ETA: 5s - loss: 0.0392 - acc: 0.997 - ETA: 5s - loss: 0.0333 - acc: 0.997 - ETA: 5s - loss: 0.0290 - acc: 0.997 - ETA: 5s - loss: 0.0257 - acc: 0.998 - ETA: 5s - loss: 0.0230 - acc: 0.998 - ETA: 5s - loss: 0.0209 - acc: 0.998 - ETA: 5s - loss: 0.0191 - acc: 0.998 - ETA: 5s - loss: 0.0176 - acc: 0.998 - ETA: 5s - loss: 0.0159 - acc: 0.998 - ETA: 5s - loss: 0.0148 - acc: 0.998 - ETA: 5s - loss: 0.0139 - acc: 0.999 - ETA: 5s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 859us/step - loss: 0.0125 - acc: 0.9988 - val_loss: 1.5372 - val_acc: 0.8503 Epoch 01281: val_loss did not improve from 0.55729 Epoch 1282/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.5092e-07 - acc: 1.000 - ETA: 5s - loss: 3.1846e-07 - acc: 1.000 - ETA: 5s - loss: 9.6296e-07 - acc: 1.000 - ETA: 5s - loss: 1.3646e-06 - acc: 1.000 - ETA: 5s - loss: 1.1311e-06 - acc: 1.000 - ETA: 5s - loss: 1.0220e-06 - acc: 1.000 - ETA: 5s - loss: 8.9886e-07 - acc: 1.000 - ETA: 5s - loss: 1.1045e-04 - acc: 1.000 - ETA: 5s - loss: 9.8632e-05 - acc: 1.000 - ETA: 5s - loss: 8.9128e-05 - acc: 1.000 - ETA: 4s - loss: 8.1278e-05 - acc: 1.000 - ETA: 4s - loss: 7.4706e-05 - acc: 1.000 - ETA: 4s - loss: 6.7430e-05 - acc: 1.000 - ETA: 4s - loss: 6.2840e-05 - acc: 1.000 - ETA: 4s - loss: 5.8837e-05 - acc: 1.000 - ETA: 4s - loss: 5.5314e-05 - acc: 1.000 - ETA: 4s - loss: 5.1356e-05 - acc: 1.000 - ETA: 4s - loss: 4.8660e-05 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9992 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 6s 859us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5449 - val_acc: 0.8503 Epoch 01282: val_loss did not improve from 0.55729 Epoch 1283/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0743e-06 - acc: 1.000 - ETA: 5s - loss: 6.0798e-07 - acc: 1.000 - ETA: 5s - loss: 8.3576e-07 - acc: 1.000 - ETA: 5s - loss: 6.9766e-07 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.0000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 0.0412 - acc: 0.997 - ETA: 5s - loss: 0.0358 - acc: 0.997 - ETA: 5s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0487 - acc: 0.997 - ETA: 4s - loss: 0.0460 - acc: 0.997 - ETA: 4s - loss: 0.0435 - acc: 0.997 - 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acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0262 - acc: 0.998 - ETA: 2s - loss: 0.0257 - acc: 0.998 - ETA: 2s - loss: 0.0252 - acc: 0.998 - ETA: 2s - loss: 0.0248 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 6s 853us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.6416 - val_acc: 0.8467 Epoch 01283: val_loss did not improve from 0.55729 Epoch 1284/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4193e-07 - acc: 1.000 - ETA: 5s - loss: 1.7919e-06 - acc: 1.000 - ETA: 5s - loss: 1.4582e-06 - acc: 1.000 - ETA: 4s - loss: 1.1835e-06 - acc: 1.000 - ETA: 4s - loss: 1.0384e-06 - acc: 1.000 - ETA: 4s - loss: 8.9697e-07 - acc: 1.000 - ETA: 4s - loss: 8.1651e-07 - acc: 1.000 - ETA: 4s - loss: 7.3199e-07 - acc: 1.000 - ETA: 4s - loss: 6.8093e-07 - acc: 1.000 - ETA: 4s - loss: 6.4368e-07 - acc: 1.000 - ETA: 4s - loss: 6.0622e-07 - acc: 1.000 - ETA: 4s - loss: 5.7415e-07 - acc: 1.000 - ETA: 4s - loss: 0.0067 - acc: 0.9990 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 847us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.6284 - val_acc: 0.8539 Epoch 01284: val_loss did not improve from 0.55729 Epoch 1285/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 5s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 5s - loss: 1.3577e-07 - acc: 1.000 - ETA: 4s - loss: 3.8292e-06 - acc: 1.000 - ETA: 4s - loss: 4.5572e-04 - acc: 1.000 - ETA: 4s - loss: 4.0519e-04 - acc: 1.000 - ETA: 4s - loss: 3.6469e-04 - acc: 1.000 - ETA: 4s - loss: 3.3174e-04 - acc: 1.000 - ETA: 4s - loss: 0.0221 - acc: 0.9986 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 6s 827us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.6019 - val_acc: 0.8443 Epoch 01285: val_loss did not improve from 0.55729 Epoch 1286/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0520e-06 - acc: 1.000 - ETA: 5s - loss: 9.9616e-07 - acc: 1.000 - ETA: 5s - loss: 6.3070e-07 - acc: 1.000 - ETA: 4s - loss: 4.8603e-07 - acc: 1.000 - ETA: 4s - loss: 5.9960e-07 - acc: 1.000 - ETA: 4s - loss: 5.2375e-07 - acc: 1.000 - ETA: 4s - loss: 4.6065e-07 - acc: 1.000 - ETA: 4s - loss: 4.1691e-07 - acc: 1.000 - ETA: 4s - loss: 3.8982e-07 - acc: 1.000 - ETA: 4s - loss: 3.6701e-07 - acc: 1.000 - ETA: 4s - loss: 3.4093e-07 - acc: 1.000 - ETA: 4s - loss: 3.7814e-07 - acc: 1.000 - ETA: 4s - loss: 3.7798e-07 - acc: 1.000 - ETA: 4s - loss: 3.6298e-07 - acc: 1.000 - ETA: 4s - loss: 3.4841e-07 - acc: 1.000 - ETA: 4s - loss: 3.3624e-07 - acc: 1.000 - ETA: 4s - loss: 4.6707e-07 - acc: 1.000 - ETA: 4s - loss: 6.7828e-07 - acc: 1.000 - ETA: 4s - loss: 6.5325e-07 - acc: 1.000 - ETA: 4s - loss: 9.3667e-07 - acc: 1.000 - ETA: 4s - loss: 8.9248e-07 - acc: 1.000 - ETA: 3s - loss: 1.9574e-05 - acc: 1.000 - ETA: 3s - loss: 1.8625e-05 - acc: 1.000 - ETA: 3s - loss: 1.7973e-05 - acc: 1.000 - ETA: 3s - loss: 1.7170e-05 - acc: 1.000 - ETA: 3s - loss: 1.6437e-05 - acc: 1.000 - ETA: 3s - loss: 1.5938e-05 - acc: 1.000 - ETA: 3s - loss: 1.5305e-05 - acc: 1.000 - ETA: 3s - loss: 1.4863e-05 - acc: 1.000 - ETA: 3s - loss: 1.4314e-05 - acc: 1.000 - ETA: 3s - loss: 1.3803e-05 - acc: 1.000 - ETA: 3s - loss: 1.3327e-05 - acc: 1.000 - ETA: 3s - loss: 1.2887e-05 - acc: 1.000 - ETA: 3s - loss: 1.2573e-05 - acc: 1.000 - ETA: 3s - loss: 1.2178e-05 - acc: 1.000 - ETA: 3s - loss: 1.1898e-05 - acc: 1.000 - ETA: 3s - loss: 3.5497e-05 - acc: 1.000 - ETA: 3s - loss: 3.4464e-05 - acc: 1.000 - ETA: 3s - loss: 3.4023e-05 - acc: 1.000 - ETA: 2s - loss: 3.3082e-05 - acc: 1.000 - ETA: 2s - loss: 3.3021e-05 - acc: 1.000 - ETA: 2s - loss: 3.2149e-05 - acc: 1.000 - ETA: 2s - loss: 3.1526e-05 - acc: 1.000 - ETA: 2s - loss: 3.1915e-05 - acc: 1.000 - ETA: 2s - loss: 3.1322e-05 - acc: 1.000 - ETA: 2s - loss: 6.4939e-05 - acc: 1.000 - ETA: 2s - loss: 6.4034e-05 - acc: 1.000 - ETA: 2s - loss: 6.2919e-05 - acc: 1.000 - ETA: 2s - loss: 6.1894e-05 - acc: 1.000 - ETA: 2s - loss: 6.0522e-05 - acc: 1.000 - ETA: 2s - loss: 6.0403e-05 - acc: 1.000 - ETA: 2s - loss: 5.7197e-04 - acc: 0.999 - ETA: 2s - loss: 5.6298e-04 - acc: 0.999 - ETA: 2s - loss: 5.5144e-04 - acc: 0.999 - ETA: 2s - loss: 5.4036e-04 - acc: 0.999 - ETA: 2s - loss: 5.3233e-04 - acc: 0.999 - ETA: 1s - loss: 5.2200e-04 - acc: 0.999 - ETA: 1s - loss: 5.1451e-04 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.9995 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 803us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5758 - val_acc: 0.8491 Epoch 01286: val_loss did not improve from 0.55729 Epoch 1287/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2457e-07 - acc: 1.000 - ETA: 5s - loss: 1.2256e-07 - acc: 1.000 - ETA: 4s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.3530e-07 - acc: 1.000 - ETA: 4s - loss: 1.3254e-07 - acc: 1.000 - ETA: 4s - loss: 1.3579e-07 - acc: 1.000 - ETA: 4s - loss: 1.3388e-07 - acc: 1.000 - ETA: 4s - loss: 6.6832e-07 - acc: 1.000 - ETA: 4s - loss: 6.6049e-07 - acc: 1.000 - ETA: 4s - loss: 6.0576e-07 - acc: 1.000 - ETA: 4s - loss: 5.5858e-07 - acc: 1.000 - ETA: 4s - loss: 5.2862e-07 - acc: 1.000 - ETA: 4s - loss: 5.1729e-07 - acc: 1.000 - ETA: 4s - loss: 5.1234e-07 - acc: 1.000 - ETA: 4s - loss: 4.6328e-05 - acc: 1.000 - ETA: 4s - loss: 4.3938e-05 - acc: 1.000 - ETA: 4s - loss: 4.1111e-05 - acc: 1.000 - ETA: 4s - loss: 3.8643e-05 - acc: 1.000 - ETA: 4s - loss: 3.6968e-05 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9993 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9989e-04 - acc: 0.999 - ETA: 3s - loss: 9.6323e-04 - acc: 0.999 - ETA: 3s - loss: 9.3781e-04 - acc: 0.999 - ETA: 3s - loss: 9.0547e-04 - acc: 0.999 - ETA: 3s - loss: 8.7530e-04 - acc: 0.999 - ETA: 3s - loss: 8.4706e-04 - acc: 0.999 - ETA: 3s - loss: 8.2706e-04 - acc: 0.999 - ETA: 3s - loss: 8.0207e-04 - acc: 0.999 - ETA: 3s - loss: 7.7832e-04 - acc: 0.999 - ETA: 3s - loss: 7.6140e-04 - acc: 0.999 - ETA: 2s - loss: 7.3996e-04 - acc: 0.999 - ETA: 2s - loss: 7.2465e-04 - acc: 0.999 - ETA: 2s - loss: 7.0520e-04 - acc: 0.999 - ETA: 2s - loss: 6.9129e-04 - acc: 0.999 - ETA: 2s - loss: 6.7357e-04 - acc: 0.999 - ETA: 2s - loss: 6.6090e-04 - acc: 0.999 - ETA: 2s - loss: 6.4497e-04 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.9994 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 811us/step - loss: 0.0108 - acc: 0.9988 - val_loss: 1.5665 - val_acc: 0.8407 Epoch 01287: val_loss did not improve from 0.55729 Epoch 1288/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.5557e-07 - acc: 1.000 - ETA: 5s - loss: 1.5828e-07 - acc: 1.000 - ETA: 5s - loss: 2.2186e-06 - acc: 1.000 - ETA: 4s - loss: 1.6978e-06 - acc: 1.000 - ETA: 4s - loss: 1.4433e-06 - acc: 1.000 - ETA: 4s - loss: 1.2709e-06 - acc: 1.000 - ETA: 4s - loss: 1.4215e-06 - acc: 1.000 - ETA: 4s - loss: 1.3013e-06 - acc: 1.000 - ETA: 4s - loss: 1.1664e-06 - acc: 1.000 - ETA: 4s - loss: 1.0814e-06 - acc: 1.000 - ETA: 4s - loss: 9.8772e-07 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 803us/step - loss: 0.0090 - acc: 0.9990 - val_loss: 1.5643 - val_acc: 0.8467 Epoch 01288: val_loss did not improve from 0.55729 Epoch 1289/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 4s - loss: 1.2840e-07 - acc: 1.000 - ETA: 4s - loss: 3.9816e-06 - acc: 1.000 - ETA: 4s - loss: 3.3717e-06 - acc: 1.000 - ETA: 4s - loss: 2.8532e-06 - acc: 1.000 - ETA: 4s - loss: 2.5378e-06 - acc: 1.000 - ETA: 4s - loss: 2.2586e-06 - acc: 1.000 - ETA: 4s - loss: 2.0088e-06 - acc: 1.000 - ETA: 4s - loss: 1.8211e-06 - acc: 1.000 - ETA: 4s - loss: 1.6965e-06 - acc: 1.000 - ETA: 4s - loss: 1.5691e-06 - acc: 1.000 - ETA: 4s - loss: 1.4559e-06 - acc: 1.000 - ETA: 4s - loss: 1.4870e-06 - acc: 1.000 - ETA: 4s - loss: 1.3905e-06 - acc: 1.000 - ETA: 4s - loss: 1.3258e-06 - acc: 1.000 - ETA: 4s - loss: 1.2492e-06 - acc: 1.000 - ETA: 4s - loss: 1.1853e-06 - acc: 1.000 - ETA: 4s - loss: 1.1396e-06 - acc: 1.000 - ETA: 4s - loss: 1.0845e-06 - acc: 1.000 - ETA: 4s - loss: 1.1285e-06 - acc: 1.000 - ETA: 3s - loss: 1.0786e-06 - acc: 1.000 - ETA: 3s - loss: 1.0359e-06 - acc: 1.000 - ETA: 3s - loss: 1.0085e-06 - acc: 1.000 - ETA: 3s - loss: 9.6984e-07 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9995 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 803us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.5372 - val_acc: 0.8491 Epoch 01289: val_loss did not improve from 0.55729 Epoch 1290/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.7684e-07 - acc: 1.000 - ETA: 5s - loss: 3.0361e-07 - acc: 1.000 - ETA: 4s - loss: 2.4860e-07 - acc: 1.000 - ETA: 4s - loss: 2.2272e-07 - acc: 1.000 - ETA: 4s - loss: 2.0187e-07 - acc: 1.000 - ETA: 4s - loss: 1.9294e-07 - acc: 1.000 - ETA: 4s - loss: 2.0069e-06 - acc: 1.000 - ETA: 4s - loss: 1.7552e-06 - acc: 1.000 - ETA: 4s - loss: 1.5643e-06 - acc: 1.000 - ETA: 4s - loss: 1.4472e-06 - acc: 1.000 - ETA: 4s - loss: 1.3177e-06 - acc: 1.000 - ETA: 4s - loss: 1.2156e-06 - acc: 1.000 - ETA: 4s - loss: 1.1783e-06 - acc: 1.000 - ETA: 4s - loss: 1.1181e-06 - acc: 1.000 - ETA: 4s - loss: 1.0484e-06 - acc: 1.000 - ETA: 4s - loss: 6.0302e-06 - acc: 1.000 - ETA: 4s - loss: 1.1934e-04 - acc: 1.000 - ETA: 4s - loss: 1.1222e-04 - acc: 1.000 - ETA: 4s - loss: 1.0591e-04 - acc: 1.000 - ETA: 4s - loss: 1.0162e-04 - acc: 1.000 - ETA: 3s - loss: 9.6417e-05 - acc: 1.000 - ETA: 3s - loss: 9.2850e-05 - acc: 1.000 - ETA: 3s - loss: 8.8487e-05 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 801us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.5437 - val_acc: 0.8479 Epoch 01290: val_loss did not improve from 0.55729 Epoch 1291/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2100e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.2265e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2681e-07 - acc: 1.000 - ETA: 4s - loss: 1.2582e-07 - acc: 1.000 - ETA: 4s - loss: 1.2484e-07 - acc: 1.000 - ETA: 4s - loss: 1.2411e-07 - acc: 1.000 - ETA: 4s - loss: 5.3702e-07 - acc: 1.000 - ETA: 4s - loss: 5.0010e-07 - acc: 1.000 - ETA: 4s - loss: 6.2067e-07 - acc: 1.000 - ETA: 4s - loss: 5.7610e-07 - acc: 1.000 - ETA: 4s - loss: 5.6263e-07 - acc: 1.000 - ETA: 4s - loss: 5.3517e-07 - acc: 1.000 - ETA: 4s - loss: 5.1866e-07 - acc: 1.000 - ETA: 4s - loss: 4.9228e-07 - acc: 1.000 - ETA: 4s - loss: 4.6860e-07 - acc: 1.000 - ETA: 4s - loss: 4.5271e-07 - acc: 1.000 - ETA: 4s - loss: 4.3366e-07 - acc: 1.000 - ETA: 4s - loss: 0.0110 - acc: 0.9993 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 805us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.5147 - val_acc: 0.8491 Epoch 01291: val_loss did not improve from 0.55729 Epoch 1292/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5080e-06 - acc: 1.000 - ETA: 5s - loss: 1.1263e-05 - acc: 1.000 - ETA: 5s - loss: 6.4050e-06 - acc: 1.000 - ETA: 4s - loss: 4.6320e-06 - acc: 1.000 - ETA: 5s - loss: 3.8669e-06 - acc: 1.000 - ETA: 4s - loss: 3.1210e-06 - acc: 1.000 - ETA: 4s - loss: 2.6219e-06 - acc: 1.000 - ETA: 4s - loss: 2.3854e-06 - acc: 1.000 - ETA: 4s - loss: 2.1048e-06 - acc: 1.000 - ETA: 4s - loss: 1.9303e-06 - acc: 1.000 - ETA: 4s - loss: 1.8184e-06 - acc: 1.000 - ETA: 4s - loss: 1.8298e-06 - acc: 1.000 - ETA: 4s - loss: 1.7165e-06 - acc: 1.000 - ETA: 4s - loss: 1.5862e-06 - acc: 1.000 - ETA: 4s - loss: 1.5030e-06 - acc: 1.000 - ETA: 4s - loss: 1.4288e-06 - acc: 1.000 - ETA: 4s - loss: 1.3622e-06 - acc: 1.000 - ETA: 4s - loss: 1.3213e-06 - acc: 1.000 - ETA: 4s - loss: 1.2485e-06 - acc: 1.000 - ETA: 4s - loss: 1.1899e-06 - acc: 1.000 - ETA: 4s - loss: 1.1461e-06 - acc: 1.000 - ETA: 4s - loss: 1.0933e-06 - acc: 1.000 - ETA: 3s - loss: 1.0667e-06 - acc: 1.000 - ETA: 3s - loss: 1.0324e-06 - acc: 1.000 - ETA: 3s - loss: 9.9353e-07 - acc: 1.000 - ETA: 3s - loss: 9.5523e-07 - acc: 1.000 - ETA: 3s - loss: 9.3204e-07 - acc: 1.000 - ETA: 3s - loss: 8.9919e-07 - acc: 1.000 - ETA: 3s - loss: 8.6928e-07 - acc: 1.000 - ETA: 3s - loss: 8.4785e-07 - acc: 1.000 - ETA: 3s - loss: 8.2824e-07 - acc: 1.000 - ETA: 3s - loss: 9.1418e-07 - acc: 1.000 - ETA: 3s - loss: 9.0699e-07 - acc: 1.000 - ETA: 3s - loss: 8.8073e-07 - acc: 1.000 - ETA: 3s - loss: 8.6220e-07 - acc: 1.000 - ETA: 3s - loss: 8.3915e-07 - acc: 1.000 - ETA: 3s - loss: 8.2268e-07 - acc: 1.000 - ETA: 3s - loss: 8.0295e-07 - acc: 1.000 - ETA: 3s - loss: 7.8313e-07 - acc: 1.000 - ETA: 2s - loss: 7.6442e-07 - acc: 1.000 - ETA: 2s - loss: 7.7731e-07 - acc: 1.000 - ETA: 2s - loss: 7.5984e-07 - acc: 1.000 - ETA: 2s - loss: 7.4728e-07 - acc: 1.000 - ETA: 2s - loss: 7.3556e-07 - acc: 1.000 - ETA: 2s - loss: 7.2084e-07 - acc: 1.000 - ETA: 2s - loss: 7.0977e-07 - acc: 1.000 - ETA: 2s - loss: 6.9562e-07 - acc: 1.000 - ETA: 2s - loss: 6.8503e-07 - acc: 1.000 - ETA: 2s - loss: 0.0046 - acc: 0.9997 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - 5s 804us/step - loss: 0.0101 - acc: 0.9993 - val_loss: 1.6003 - val_acc: 0.8503 Epoch 01292: val_loss did not improve from 0.55729 Epoch 1293/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4583e-05 - acc: 1.000 - ETA: 5s - loss: 7.3512e-06 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 803us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5618 - val_acc: 0.8503 Epoch 01293: val_loss did not improve from 0.55729 Epoch 1294/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.8445e-07 - acc: 1.000 - ETA: 5s - loss: 1.8552e-07 - acc: 1.000 - ETA: 5s - loss: 1.5534e-07 - acc: 1.000 - ETA: 5s - loss: 0.0051 - acc: 0.9955 - ETA: 5s - loss: 0.0040 - acc: 0.996 - ETA: 5s - loss: 0.0031 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7979e-04 - acc: 0.999 - ETA: 4s - loss: 9.1555e-04 - acc: 0.999 - ETA: 4s - loss: 8.7265e-04 - acc: 0.999 - ETA: 4s - loss: 8.2132e-04 - acc: 0.999 - ETA: 4s - loss: 7.8662e-04 - acc: 0.999 - ETA: 4s - loss: 7.4468e-04 - acc: 0.999 - ETA: 4s - loss: 7.1604e-04 - acc: 0.999 - ETA: 3s - loss: 6.8112e-04 - acc: 0.999 - ETA: 3s - loss: 6.4944e-04 - acc: 0.999 - ETA: 3s - loss: 6.2761e-04 - acc: 0.999 - ETA: 3s - loss: 6.0062e-04 - acc: 0.999 - ETA: 3s - loss: 5.8185e-04 - acc: 0.999 - ETA: 3s - loss: 5.5858e-04 - acc: 0.999 - ETA: 3s - loss: 5.4232e-04 - acc: 0.999 - ETA: 3s - loss: 5.2205e-04 - acc: 0.999 - ETA: 3s - loss: 5.0781e-04 - acc: 0.999 - ETA: 3s - loss: 4.9000e-04 - acc: 0.999 - ETA: 3s - loss: 4.7341e-04 - acc: 0.999 - ETA: 3s - loss: 4.6186e-04 - acc: 0.999 - ETA: 3s - loss: 4.4710e-04 - acc: 0.999 - ETA: 3s - loss: 4.3662e-04 - acc: 0.999 - ETA: 3s - loss: 4.2339e-04 - acc: 0.999 - ETA: 3s - loss: 4.1401e-04 - acc: 0.999 - ETA: 3s - loss: 4.0210e-04 - acc: 0.999 - ETA: 3s - loss: 3.9361e-04 - acc: 0.999 - ETA: 2s - loss: 3.8283e-04 - acc: 0.999 - ETA: 2s - loss: 3.7512e-04 - acc: 0.999 - ETA: 2s - loss: 3.6532e-04 - acc: 0.999 - ETA: 2s - loss: 3.5602e-04 - acc: 0.999 - ETA: 2s - loss: 3.4935e-04 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.9994 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 805us/step - loss: 0.0109 - acc: 0.9988 - val_loss: 1.5414 - val_acc: 0.8575 Epoch 01294: val_loss did not improve from 0.55729 Epoch 1295/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2169e-07 - acc: 1.000 - ETA: 4s - loss: 1.2107e-07 - acc: 1.000 - ETA: 4s - loss: 1.2125e-07 - acc: 1.000 - ETA: 4s - loss: 5.4321e-05 - acc: 1.000 - ETA: 4s - loss: 4.8248e-05 - acc: 1.000 - ETA: 4s - loss: 4.1831e-05 - acc: 1.000 - ETA: 4s - loss: 3.6927e-05 - acc: 1.000 - ETA: 4s - loss: 3.3945e-05 - acc: 1.000 - ETA: 4s - loss: 3.0652e-05 - acc: 1.000 - ETA: 4s - loss: 2.8570e-05 - acc: 1.000 - ETA: 4s - loss: 2.8134e-05 - acc: 1.000 - ETA: 4s - loss: 0.0233 - acc: 0.9981 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0205 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0204 - acc: 0.998 - ETA: 0s - loss: 0.0202 - acc: 0.998 - ETA: 0s - loss: 0.0199 - acc: 0.998 - ETA: 0s - loss: 0.0197 - acc: 0.998 - ETA: 0s - loss: 0.0194 - acc: 0.998 - ETA: 0s - loss: 0.0193 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - 5s 806us/step - loss: 0.0180 - acc: 0.9985 - val_loss: 1.6551 - val_acc: 0.8431 Epoch 01295: val_loss did not improve from 0.55729 Epoch 1296/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 1.2082e-06 - acc: 1.000 - ETA: 4s - loss: 1.3377e-06 - acc: 1.000 - ETA: 4s - loss: 1.0940e-06 - acc: 1.000 - ETA: 5s - loss: 9.5555e-07 - acc: 1.000 - ETA: 4s - loss: 8.0376e-07 - acc: 1.000 - ETA: 4s - loss: 7.4601e-07 - acc: 1.000 - ETA: 4s - loss: 7.3248e-07 - acc: 1.000 - ETA: 4s - loss: 8.0994e-07 - acc: 1.000 - ETA: 4s - loss: 7.3720e-07 - acc: 1.000 - ETA: 4s - loss: 8.3935e-05 - acc: 1.000 - ETA: 4s - loss: 7.6625e-05 - acc: 1.000 - ETA: 4s - loss: 7.1844e-05 - acc: 1.000 - ETA: 4s - loss: 6.6330e-05 - acc: 1.000 - ETA: 4s - loss: 6.1636e-05 - acc: 1.000 - ETA: 4s - loss: 5.8509e-05 - acc: 1.000 - ETA: 4s - loss: 5.4802e-05 - acc: 1.000 - ETA: 4s - loss: 5.2340e-05 - acc: 1.000 - ETA: 4s - loss: 4.9357e-05 - acc: 1.000 - ETA: 4s - loss: 4.6695e-05 - acc: 1.000 - ETA: 3s - loss: 4.4670e-05 - acc: 1.000 - ETA: 3s - loss: 4.3021e-05 - acc: 1.000 - ETA: 3s - loss: 4.1102e-05 - acc: 1.000 - ETA: 3s - loss: 3.9707e-05 - acc: 1.000 - ETA: 3s - loss: 3.7986e-05 - acc: 1.000 - ETA: 3s - loss: 3.6790e-05 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 805us/step - loss: 0.0111 - acc: 0.9993 - val_loss: 1.7047 - val_acc: 0.8443 Epoch 01296: val_loss did not improve from 0.55729 Epoch 1297/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 9.5947e-06 - acc: 1.000 - ETA: 5s - loss: 1.1249e-05 - acc: 1.000 - ETA: 5s - loss: 7.5641e-06 - acc: 1.000 - ETA: 5s - loss: 6.0763e-06 - acc: 1.000 - ETA: 4s - loss: 1.1290e-05 - acc: 1.000 - ETA: 4s - loss: 9.7668e-06 - acc: 1.000 - ETA: 4s - loss: 2.9039e-05 - acc: 1.000 - ETA: 4s - loss: 2.5189e-05 - acc: 1.000 - ETA: 4s - loss: 2.2910e-05 - acc: 1.000 - ETA: 4s - loss: 2.1086e-05 - acc: 1.000 - ETA: 4s - loss: 1.9474e-05 - acc: 1.000 - ETA: 4s - loss: 1.7681e-05 - acc: 1.000 - ETA: 4s - loss: 1.6199e-05 - acc: 1.000 - ETA: 4s - loss: 1.5234e-05 - acc: 1.000 - ETA: 4s - loss: 1.4156e-05 - acc: 1.000 - ETA: 4s - loss: 1.3428e-05 - acc: 1.000 - ETA: 4s - loss: 1.2762e-05 - acc: 1.000 - ETA: 4s - loss: 1.1972e-05 - acc: 1.000 - ETA: 4s - loss: 1.1275e-05 - acc: 1.000 - ETA: 4s - loss: 1.0804e-05 - acc: 1.000 - ETA: 4s - loss: 1.0234e-05 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9994 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 806us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6251 - val_acc: 0.8479 Epoch 01297: val_loss did not improve from 0.55729 Epoch 1298/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.3597e-07 - acc: 1.000 - ETA: 5s - loss: 3.0128e-07 - acc: 1.000 - ETA: 4s - loss: 2.5273e-07 - acc: 1.000 - ETA: 4s - loss: 2.2524e-07 - acc: 1.000 - ETA: 4s - loss: 2.0771e-07 - acc: 1.000 - ETA: 4s - loss: 1.9750e-07 - acc: 1.000 - ETA: 4s - loss: 1.8706e-07 - acc: 1.000 - ETA: 4s - loss: 2.3670e-07 - acc: 1.000 - ETA: 4s - loss: 3.2034e-07 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9988 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 806us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.5782 - val_acc: 0.8479 Epoch 01298: val_loss did not improve from 0.55729 Epoch 1299/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1974 - acc: 0.9875 - ETA: 5s - loss: 0.0987 - acc: 0.993 - ETA: 5s - loss: 0.0718 - acc: 0.995 - ETA: 4s - loss: 0.0526 - acc: 0.996 - ETA: 4s - loss: 0.0416 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - 6s 827us/step - loss: 0.0138 - acc: 0.9985 - val_loss: 1.5881 - val_acc: 0.8407 Epoch 01299: val_loss did not improve from 0.55729 Epoch 1300/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.0011e-04 - acc: 1.000 - ETA: 5s - loss: 1.2834e-04 - acc: 1.000 - ETA: 5s - loss: 7.4309e-05 - acc: 1.000 - ETA: 5s - loss: 5.2052e-05 - acc: 1.000 - ETA: 5s - loss: 4.0074e-05 - acc: 1.000 - ETA: 5s - loss: 3.2583e-05 - acc: 1.000 - ETA: 5s - loss: 2.7457e-05 - acc: 1.000 - ETA: 5s - loss: 2.3740e-05 - acc: 1.000 - ETA: 5s - loss: 2.0906e-05 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - 5s 813us/step - loss: 0.0128 - acc: 0.9991 - val_loss: 1.5776 - val_acc: 0.8443 Epoch 01300: val_loss did not improve from 0.55729 Epoch 1301/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.8739e-04 - acc: 1.000 - ETA: 5s - loss: 2.7861e-04 - acc: 1.000 - ETA: 5s - loss: 1.8021e-04 - acc: 1.000 - ETA: 4s - loss: 1.3219e-04 - acc: 1.000 - ETA: 5s - loss: 1.1018e-04 - acc: 1.000 - ETA: 4s - loss: 9.0172e-05 - acc: 1.000 - ETA: 4s - loss: 7.6318e-05 - acc: 1.000 - ETA: 4s - loss: 6.6158e-05 - acc: 1.000 - ETA: 4s - loss: 0.0182 - acc: 0.9985 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 812us/step - loss: 0.0136 - acc: 0.9985 - val_loss: 1.6347 - val_acc: 0.8503 Epoch 01301: val_loss did not improve from 0.55729 Epoch 1302/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.5731e-07 - acc: 1.000 - ETA: 5s - loss: 3.7328e-07 - acc: 1.000 - ETA: 5s - loss: 2.4960e-07 - acc: 1.000 - ETA: 5s - loss: 4.3077e-05 - acc: 1.000 - ETA: 5s - loss: 3.4673e-05 - acc: 1.000 - ETA: 5s - loss: 2.7126e-05 - acc: 1.000 - ETA: 4s - loss: 2.4560e-05 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.0101e-04 - acc: 1.000 - ETA: 4s - loss: 8.3397e-04 - acc: 1.000 - ETA: 4s - loss: 7.7441e-04 - acc: 1.000 - ETA: 4s - loss: 7.0711e-04 - acc: 1.000 - ETA: 4s - loss: 6.6472e-04 - acc: 1.000 - ETA: 4s - loss: 6.1457e-04 - acc: 1.000 - ETA: 4s - loss: 5.7214e-04 - acc: 1.000 - ETA: 4s - loss: 5.4355e-04 - acc: 1.000 - ETA: 4s - loss: 5.3471e-04 - acc: 1.000 - ETA: 4s - loss: 5.2484e-04 - acc: 1.000 - ETA: 4s - loss: 4.9528e-04 - acc: 1.000 - ETA: 4s - loss: 4.7059e-04 - acc: 1.000 - ETA: 4s - loss: 4.5250e-04 - acc: 1.000 - ETA: 3s - loss: 4.3044e-04 - acc: 1.000 - ETA: 3s - loss: 4.1526e-04 - acc: 1.000 - ETA: 3s - loss: 3.9660e-04 - acc: 1.000 - ETA: 3s - loss: 3.8369e-04 - acc: 1.000 - ETA: 3s - loss: 3.6771e-04 - acc: 1.000 - ETA: 3s - loss: 3.5657e-04 - acc: 1.000 - ETA: 3s - loss: 3.4273e-04 - acc: 1.000 - ETA: 3s - loss: 3.3303e-04 - acc: 1.000 - ETA: 3s - loss: 3.2093e-04 - acc: 1.000 - ETA: 3s - loss: 4.5052e-04 - acc: 1.000 - ETA: 3s - loss: 4.3548e-04 - acc: 1.000 - ETA: 3s - loss: 4.2468e-04 - acc: 1.000 - ETA: 3s - loss: 4.1112e-04 - acc: 1.000 - ETA: 3s - loss: 3.9837e-04 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9996 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 806us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.5649 - val_acc: 0.8443 Epoch 01302: val_loss did not improve from 0.55729 Epoch 1303/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4732e-06 - acc: 1.000 - ETA: 5s - loss: 1.4015e-05 - acc: 1.000 - ETA: 5s - loss: 8.9630e-06 - acc: 1.000 - ETA: 4s - loss: 6.8554e-06 - acc: 1.000 - ETA: 5s - loss: 5.7338e-06 - acc: 1.000 - ETA: 4s - loss: 4.9326e-06 - acc: 1.000 - ETA: 4s - loss: 0.0323 - acc: 0.9980 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 808us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5816 - val_acc: 0.8515 Epoch 01303: val_loss did not improve from 0.55729 Epoch 1304/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4108e-07 - acc: 1.000 - ETA: 4s - loss: 5.7683e-06 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 9.4304e-04 - acc: 1.000 - ETA: 4s - loss: 8.0480e-04 - acc: 1.000 - ETA: 4s - loss: 6.6521e-04 - acc: 1.000 - ETA: 4s - loss: 5.8847e-04 - acc: 1.000 - ETA: 4s - loss: 5.1006e-04 - acc: 1.000 - ETA: 4s - loss: 4.6370e-04 - acc: 1.000 - ETA: 4s - loss: 4.1361e-04 - acc: 1.000 - ETA: 4s - loss: 3.7661e-04 - acc: 1.000 - ETA: 4s - loss: 3.5107e-04 - acc: 1.000 - ETA: 4s - loss: 3.2868e-04 - acc: 1.000 - ETA: 4s - loss: 3.0292e-04 - acc: 1.000 - ETA: 4s - loss: 2.8610e-04 - acc: 1.000 - ETA: 4s - loss: 2.6638e-04 - acc: 1.000 - ETA: 4s - loss: 2.5328e-04 - acc: 1.000 - ETA: 4s - loss: 2.3771e-04 - acc: 1.000 - ETA: 4s - loss: 2.2458e-04 - acc: 1.000 - ETA: 4s - loss: 2.1229e-04 - acc: 1.000 - ETA: 4s - loss: 2.0127e-04 - acc: 1.000 - ETA: 3s - loss: 1.9416e-04 - acc: 1.000 - ETA: 3s - loss: 1.8492e-04 - acc: 1.000 - ETA: 3s - loss: 1.7873e-04 - acc: 1.000 - ETA: 3s - loss: 1.7088e-04 - acc: 1.000 - ETA: 3s - loss: 1.6543e-04 - acc: 1.000 - ETA: 3s - loss: 1.5871e-04 - acc: 1.000 - ETA: 3s - loss: 0.0081 - acc: 0.9995 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 805us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.6418 - val_acc: 0.8491 Epoch 01304: val_loss did not improve from 0.55729 Epoch 1305/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 4.2482e-05 - acc: 1.000 - ETA: 5s - loss: 2.6600e-05 - acc: 1.000 - ETA: 4s - loss: 1.8062e-05 - acc: 1.000 - ETA: 4s - loss: 3.6777e-05 - acc: 1.000 - ETA: 4s - loss: 5.2543e-05 - acc: 1.000 - ETA: 4s - loss: 4.3557e-05 - acc: 1.000 - ETA: 4s - loss: 3.7122e-05 - acc: 1.000 - ETA: 4s - loss: 3.3425e-05 - acc: 1.000 - ETA: 4s - loss: 2.9508e-05 - acc: 1.000 - ETA: 4s - loss: 4.1864e-05 - acc: 1.000 - ETA: 4s - loss: 3.7921e-05 - acc: 1.000 - ETA: 4s - loss: 3.4575e-05 - acc: 1.000 - ETA: 4s - loss: 3.2426e-05 - acc: 1.000 - ETA: 4s - loss: 3.0095e-05 - acc: 1.000 - ETA: 4s - loss: 3.0129e-05 - acc: 1.000 - ETA: 4s - loss: 2.9352e-05 - acc: 1.000 - ETA: 4s - loss: 2.7961e-05 - acc: 1.000 - ETA: 4s - loss: 2.6747e-05 - acc: 1.000 - ETA: 4s - loss: 1.8767e-04 - acc: 1.000 - ETA: 4s - loss: 1.7996e-04 - acc: 1.000 - ETA: 4s - loss: 1.7062e-04 - acc: 1.000 - ETA: 3s - loss: 1.6434e-04 - acc: 1.000 - ETA: 3s - loss: 1.5653e-04 - acc: 1.000 - ETA: 3s - loss: 1.4944e-04 - acc: 1.000 - ETA: 3s - loss: 1.4454e-04 - acc: 1.000 - ETA: 3s - loss: 1.3846e-04 - acc: 1.000 - ETA: 3s - loss: 1.3426e-04 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 804us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.5899 - val_acc: 0.8479 Epoch 01305: val_loss did not improve from 0.55729 Epoch 1306/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.7509e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 816us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.5830 - val_acc: 0.8443 Epoch 01306: val_loss did not improve from 0.55729 Epoch 1307/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6093e-06 - acc: 1.000 - ETA: 5s - loss: 4.3214e-07 - acc: 1.000 - ETA: 5s - loss: 3.1479e-07 - acc: 1.000 - ETA: 5s - loss: 2.5233e-07 - acc: 1.000 - ETA: 5s - loss: 0.0502 - acc: 0.9967 - ETA: 4s - loss: 0.0396 - acc: 0.997 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 807us/step - loss: 0.0138 - acc: 0.9985 - val_loss: 1.5767 - val_acc: 0.8359 Epoch 01307: val_loss did not improve from 0.55729 Epoch 1308/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7217e-04 - acc: 1.000 - ETA: 5s - loss: 1.0769e-04 - acc: 1.000 - ETA: 5s - loss: 7.1830e-05 - acc: 1.000 - ETA: 5s - loss: 5.7495e-05 - acc: 1.000 - ETA: 4s - loss: 2.8983e-04 - acc: 1.000 - ETA: 4s - loss: 2.5032e-04 - acc: 1.000 - ETA: 4s - loss: 2.1199e-04 - acc: 1.000 - ETA: 4s - loss: 1.8382e-04 - acc: 1.000 - ETA: 4s - loss: 1.6714e-04 - acc: 1.000 - ETA: 4s - loss: 1.5288e-04 - acc: 1.000 - ETA: 4s - loss: 1.4142e-04 - acc: 1.000 - ETA: 4s - loss: 1.2883e-04 - acc: 1.000 - ETA: 4s - loss: 1.2063e-04 - acc: 1.000 - ETA: 4s - loss: 1.1118e-04 - acc: 1.000 - ETA: 4s - loss: 6.2755e-04 - acc: 1.000 - ETA: 4s - loss: 5.9453e-04 - acc: 1.000 - ETA: 4s - loss: 5.5669e-04 - acc: 1.000 - ETA: 4s - loss: 5.2255e-04 - acc: 1.000 - ETA: 4s - loss: 4.9950e-04 - acc: 1.000 - ETA: 4s - loss: 4.7176e-04 - acc: 1.000 - ETA: 4s - loss: 4.4695e-04 - acc: 1.000 - ETA: 4s - loss: 4.2999e-04 - acc: 1.000 - ETA: 3s - loss: 4.0929e-04 - acc: 1.000 - ETA: 3s - loss: 3.9502e-04 - acc: 1.000 - ETA: 3s - loss: 3.7747e-04 - acc: 1.000 - ETA: 3s - loss: 3.6550e-04 - acc: 1.000 - ETA: 3s - loss: 3.5043e-04 - acc: 1.000 - ETA: 3s - loss: 3.3992e-04 - acc: 1.000 - ETA: 3s - loss: 3.2687e-04 - acc: 1.000 - ETA: 3s - loss: 3.1771e-04 - acc: 1.000 - ETA: 3s - loss: 3.0626e-04 - acc: 1.000 - ETA: 3s - loss: 2.9820e-04 - acc: 1.000 - ETA: 3s - loss: 2.9082e-04 - acc: 1.000 - ETA: 3s - loss: 2.8121e-04 - acc: 1.000 - ETA: 3s - loss: 2.7441e-04 - acc: 1.000 - ETA: 3s - loss: 2.6584e-04 - acc: 1.000 - ETA: 3s - loss: 2.5975e-04 - acc: 1.000 - ETA: 3s - loss: 2.5207e-04 - acc: 1.000 - ETA: 3s - loss: 2.4660e-04 - acc: 1.000 - ETA: 3s - loss: 2.3966e-04 - acc: 1.000 - ETA: 2s - loss: 2.3310e-04 - acc: 1.000 - ETA: 2s - loss: 2.2889e-04 - acc: 1.000 - ETA: 2s - loss: 2.2437e-04 - acc: 1.000 - ETA: 2s - loss: 2.2450e-04 - acc: 1.000 - ETA: 2s - loss: 2.2027e-04 - acc: 1.000 - ETA: 2s - loss: 2.1487e-04 - acc: 1.000 - ETA: 2s - loss: 2.1099e-04 - acc: 1.000 - ETA: 2s - loss: 2.0604e-04 - acc: 1.000 - ETA: 2s - loss: 2.0135e-04 - acc: 1.000 - ETA: 2s - loss: 1.9963e-04 - acc: 1.000 - ETA: 2s - loss: 0.0034 - acc: 0.9997 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0026 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - 5s 809us/step - loss: 0.0031 - acc: 0.9996 - val_loss: 1.5868 - val_acc: 0.8443 Epoch 01308: val_loss did not improve from 0.55729 Epoch 1309/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.5892e-04 - acc: 1.000 - ETA: 5s - loss: 9.9433e-05 - acc: 1.000 - ETA: 5s - loss: 6.6341e-05 - acc: 1.000 - ETA: 5s - loss: 5.3098e-05 - acc: 1.000 - ETA: 4s - loss: 4.2099e-05 - acc: 1.000 - ETA: 4s - loss: 3.6382e-05 - acc: 1.000 - ETA: 4s - loss: 3.4898e-05 - acc: 1.000 - ETA: 4s - loss: 4.7522e-04 - acc: 1.000 - ETA: 4s - loss: 4.3204e-04 - acc: 1.000 - ETA: 4s - loss: 3.8535e-04 - acc: 1.000 - ETA: 4s - loss: 3.5645e-04 - acc: 1.000 - ETA: 4s - loss: 3.2408e-04 - acc: 1.000 - ETA: 4s - loss: 3.9501e-04 - acc: 1.000 - ETA: 4s - loss: 3.7179e-04 - acc: 1.000 - ETA: 4s - loss: 3.4476e-04 - acc: 1.000 - ETA: 4s - loss: 3.2696e-04 - acc: 1.000 - ETA: 4s - loss: 3.0592e-04 - acc: 1.000 - ETA: 4s - loss: 2.9180e-04 - acc: 1.000 - ETA: 4s - loss: 2.7492e-04 - acc: 1.000 - ETA: 4s - loss: 2.6347e-04 - acc: 1.000 - ETA: 4s - loss: 2.4961e-04 - acc: 1.000 - ETA: 4s - loss: 2.4014e-04 - acc: 1.000 - ETA: 3s - loss: 2.2857e-04 - acc: 1.000 - ETA: 3s - loss: 2.2060e-04 - acc: 1.000 - ETA: 3s - loss: 2.1081e-04 - acc: 1.000 - ETA: 3s - loss: 2.0184e-04 - acc: 1.000 - ETA: 3s - loss: 1.9560e-04 - acc: 1.000 - ETA: 3s - loss: 1.8976e-04 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9995 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 808us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.4529 - val_acc: 0.8515 Epoch 01309: val_loss did not improve from 0.55729 Epoch 1310/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 4s - loss: 1.9133e-07 - acc: 1.000 - ETA: 5s - loss: 1.9409e-07 - acc: 1.000 - ETA: 4s - loss: 2.1060e-07 - acc: 1.000 - ETA: 4s - loss: 1.0772e-04 - acc: 1.000 - ETA: 4s - loss: 8.5065e-05 - acc: 1.000 - ETA: 4s - loss: 7.1668e-05 - acc: 1.000 - ETA: 4s - loss: 6.1112e-05 - acc: 1.000 - ETA: 4s - loss: 5.6290e-05 - acc: 1.000 - ETA: 4s - loss: 5.1222e-05 - acc: 1.000 - ETA: 4s - loss: 4.5924e-05 - acc: 1.000 - ETA: 4s - loss: 4.2496e-05 - acc: 1.000 - ETA: 4s - loss: 3.9221e-05 - acc: 1.000 - ETA: 4s - loss: 3.6728e-05 - acc: 1.000 - ETA: 4s - loss: 3.3858e-05 - acc: 1.000 - ETA: 4s - loss: 3.1984e-05 - acc: 1.000 - ETA: 4s - loss: 2.9797e-05 - acc: 1.000 - ETA: 4s - loss: 2.8339e-05 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9992 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 806us/step - loss: 0.0152 - acc: 0.9988 - val_loss: 1.5679 - val_acc: 0.8539 Epoch 01310: val_loss did not improve from 0.55729 Epoch 1311/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.2010e-05 - acc: 1.000 - ETA: 5s - loss: 2.4510e-05 - acc: 1.000 - ETA: 5s - loss: 1.7859e-05 - acc: 1.000 - ETA: 4s - loss: 1.3143e-05 - acc: 1.000 - ETA: 4s - loss: 1.0424e-05 - acc: 1.000 - ETA: 4s - loss: 9.0199e-06 - acc: 1.000 - ETA: 4s - loss: 7.6532e-06 - acc: 1.000 - ETA: 4s - loss: 9.0802e-06 - acc: 1.000 - ETA: 4s - loss: 8.0013e-06 - acc: 1.000 - ETA: 4s - loss: 8.1874e-06 - acc: 1.000 - ETA: 4s - loss: 7.5824e-06 - acc: 1.000 - ETA: 4s - loss: 7.0617e-06 - acc: 1.000 - ETA: 4s - loss: 6.6090e-06 - acc: 1.000 - ETA: 4s - loss: 6.0933e-06 - acc: 1.000 - ETA: 4s - loss: 5.7551e-06 - acc: 1.000 - ETA: 4s - loss: 5.6461e-06 - acc: 1.000 - ETA: 4s - loss: 5.3784e-06 - acc: 1.000 - ETA: 4s - loss: 5.0502e-06 - acc: 1.000 - ETA: 4s - loss: 4.9296e-06 - acc: 1.000 - ETA: 4s - loss: 1.9742e-05 - acc: 1.000 - ETA: 4s - loss: 1.8696e-05 - acc: 1.000 - ETA: 4s - loss: 1.8026e-05 - acc: 1.000 - ETA: 3s - loss: 1.7153e-05 - acc: 1.000 - ETA: 3s - loss: 1.6553e-05 - acc: 1.000 - ETA: 3s - loss: 1.5816e-05 - acc: 1.000 - ETA: 3s - loss: 1.5357e-05 - acc: 1.000 - ETA: 3s - loss: 1.4878e-05 - acc: 1.000 - ETA: 3s - loss: 1.4287e-05 - acc: 1.000 - ETA: 3s - loss: 1.3870e-05 - acc: 1.000 - ETA: 3s - loss: 1.3351e-05 - acc: 1.000 - ETA: 3s - loss: 1.2990e-05 - acc: 1.000 - ETA: 3s - loss: 1.2535e-05 - acc: 1.000 - ETA: 3s - loss: 1.2120e-05 - acc: 1.000 - ETA: 3s - loss: 1.1836e-05 - acc: 1.000 - ETA: 3s - loss: 1.1491e-05 - acc: 1.000 - ETA: 3s - loss: 1.1223e-05 - acc: 1.000 - ETA: 3s - loss: 1.0884e-05 - acc: 1.000 - ETA: 3s - loss: 1.0565e-05 - acc: 1.000 - ETA: 3s - loss: 1.0927e-05 - acc: 1.000 - ETA: 3s - loss: 1.0623e-05 - acc: 1.000 - ETA: 2s - loss: 1.0407e-05 - acc: 1.000 - ETA: 2s - loss: 1.0131e-05 - acc: 1.000 - ETA: 2s - loss: 9.9333e-06 - acc: 1.000 - ETA: 2s - loss: 9.6824e-06 - acc: 1.000 - ETA: 2s - loss: 9.5019e-06 - acc: 1.000 - ETA: 2s - loss: 9.2833e-06 - acc: 1.000 - ETA: 2s - loss: 9.0738e-06 - acc: 1.000 - ETA: 2s - loss: 8.9157e-06 - acc: 1.000 - ETA: 2s - loss: 8.9914e-05 - acc: 1.000 - ETA: 2s - loss: 0.0048 - acc: 0.9994 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 807us/step - loss: 0.0116 - acc: 0.9987 - val_loss: 1.5457 - val_acc: 0.8419 Epoch 01311: val_loss did not improve from 0.55729 Epoch 1312/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.6892e-06 - acc: 1.000 - ETA: 5s - loss: 1.4146e-06 - acc: 1.000 - ETA: 4s - loss: 1.1626e-06 - acc: 1.000 - ETA: 4s - loss: 9.6150e-07 - acc: 1.000 - ETA: 4s - loss: 7.8511e-07 - acc: 1.000 - ETA: 4s - loss: 2.1227e-05 - acc: 1.000 - ETA: 4s - loss: 0.0310 - acc: 0.9981 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0374 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 806us/step - loss: 0.0148 - acc: 0.9985 - val_loss: 1.5659 - val_acc: 0.8467 Epoch 01312: val_loss did not improve from 0.55729 Epoch 1313/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.9133e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 805us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.5479 - val_acc: 0.8467 Epoch 01313: val_loss did not improve from 0.55729 Epoch 1314/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2644e-06 - acc: 1.000 - ETA: 5s - loss: 3.9939e-06 - acc: 1.000 - ETA: 4s - loss: 2.7023e-06 - acc: 1.000 - ETA: 4s - loss: 4.1882e-06 - acc: 1.000 - ETA: 5s - loss: 3.5155e-06 - acc: 1.000 - ETA: 4s - loss: 2.9386e-06 - acc: 1.000 - ETA: 4s - loss: 2.5049e-06 - acc: 1.000 - ETA: 4s - loss: 2.2591e-06 - acc: 1.000 - ETA: 4s - loss: 2.7394e-06 - acc: 1.000 - ETA: 4s - loss: 2.5211e-06 - acc: 1.000 - ETA: 4s - loss: 2.3945e-06 - acc: 1.000 - ETA: 4s - loss: 2.1885e-06 - acc: 1.000 - ETA: 4s - loss: 2.9582e-06 - acc: 1.000 - ETA: 4s - loss: 2.7912e-06 - acc: 1.000 - ETA: 4s - loss: 2.6119e-06 - acc: 1.000 - ETA: 4s - loss: 2.4832e-06 - acc: 1.000 - ETA: 4s - loss: 2.3753e-06 - acc: 1.000 - ETA: 4s - loss: 2.2838e-06 - acc: 1.000 - ETA: 4s - loss: 2.1903e-06 - acc: 1.000 - ETA: 4s - loss: 2.0814e-06 - acc: 1.000 - ETA: 4s - loss: 2.0047e-06 - acc: 1.000 - ETA: 3s - loss: 1.9311e-06 - acc: 1.000 - ETA: 3s - loss: 1.8658e-06 - acc: 1.000 - ETA: 3s - loss: 1.7859e-06 - acc: 1.000 - ETA: 3s - loss: 1.7304e-06 - acc: 1.000 - ETA: 3s - loss: 1.6621e-06 - acc: 1.000 - ETA: 3s - loss: 1.6178e-06 - acc: 1.000 - ETA: 3s - loss: 2.2119e-06 - acc: 1.000 - ETA: 3s - loss: 2.1565e-06 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9995 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - 5s 806us/step - loss: 0.0063 - acc: 0.9993 - val_loss: 1.4923 - val_acc: 0.8563 Epoch 01314: val_loss did not improve from 0.55729 Epoch 1315/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 2.3916e-07 - acc: 1.000 - ETA: 5s - loss: 1.8738e-07 - acc: 1.000 - ETA: 5s - loss: 5.8279e-07 - acc: 1.000 - ETA: 4s - loss: 1.9625e-06 - acc: 1.000 - ETA: 5s - loss: 1.6553e-06 - acc: 1.000 - ETA: 4s - loss: 1.3790e-06 - acc: 1.000 - ETA: 4s - loss: 1.6870e-06 - acc: 1.000 - ETA: 4s - loss: 1.5443e-06 - acc: 1.000 - ETA: 4s - loss: 1.3743e-06 - acc: 1.000 - ETA: 4s - loss: 1.4227e-06 - acc: 1.000 - ETA: 4s - loss: 1.2923e-06 - acc: 1.000 - ETA: 4s - loss: 1.2214e-06 - acc: 1.000 - ETA: 4s - loss: 1.1969e-06 - acc: 1.000 - ETA: 4s - loss: 1.1322e-06 - acc: 1.000 - ETA: 4s - loss: 1.0572e-06 - acc: 1.000 - ETA: 4s - loss: 1.0079e-06 - acc: 1.000 - ETA: 4s - loss: 2.1395e-06 - acc: 1.000 - ETA: 4s - loss: 0.0124 - acc: 0.9992 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 806us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.4620 - val_acc: 0.8539 Epoch 01315: val_loss did not improve from 0.55729 Epoch 1316/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.7061e-07 - acc: 1.000 - ETA: 5s - loss: 0.1492 - acc: 0.9875 - ETA: 4s - loss: 0.0994 - acc: 0.991 - ETA: 4s - loss: 0.0796 - acc: 0.993 - ETA: 4s - loss: 0.0629 - acc: 0.994 - ETA: 4s - loss: 0.0870 - acc: 0.993 - ETA: 4s - loss: 0.0770 - acc: 0.994 - ETA: 4s - loss: 0.0690 - acc: 0.994 - ETA: 4s - loss: 0.0607 - acc: 0.995 - ETA: 4s - loss: 0.0556 - acc: 0.995 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0466 - acc: 0.996 - ETA: 4s - loss: 0.0426 - acc: 0.996 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - 5s 806us/step - loss: 0.0133 - acc: 0.9991 - val_loss: 1.5408 - val_acc: 0.8515 Epoch 01316: val_loss did not improve from 0.55729 Epoch 1317/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3069e-06 - acc: 1.000 - ETA: 5s - loss: 7.2421e-07 - acc: 1.000 - ETA: 4s - loss: 5.3670e-07 - acc: 1.000 - ETA: 4s - loss: 4.5320e-07 - acc: 1.000 - ETA: 4s - loss: 4.0077e-07 - acc: 1.000 - ETA: 4s - loss: 3.7755e-07 - acc: 1.000 - ETA: 4s - loss: 3.3780e-07 - acc: 1.000 - ETA: 4s - loss: 3.3260e-07 - acc: 1.000 - ETA: 4s - loss: 3.1392e-07 - acc: 1.000 - ETA: 4s - loss: 2.9770e-07 - acc: 1.000 - ETA: 4s - loss: 2.7985e-07 - acc: 1.000 - ETA: 4s - loss: 2.6524e-07 - acc: 1.000 - ETA: 4s - loss: 2.5605e-07 - acc: 1.000 - ETA: 4s - loss: 3.0825e-07 - acc: 1.000 - ETA: 4s - loss: 2.9819e-07 - acc: 1.000 - ETA: 4s - loss: 2.8775e-07 - acc: 1.000 - ETA: 4s - loss: 0.0130 - acc: 0.9992 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 804us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6473 - val_acc: 0.8515 Epoch 01317: val_loss did not improve from 0.55729 Epoch 1318/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.3123e-07 - acc: 1.000 - ETA: 5s - loss: 3.5721e-07 - acc: 1.000 - ETA: 5s - loss: 4.8253e-07 - acc: 1.000 - ETA: 4s - loss: 3.8763e-07 - acc: 1.000 - ETA: 5s - loss: 4.4058e-07 - acc: 1.000 - ETA: 4s - loss: 3.8215e-07 - acc: 1.000 - ETA: 4s - loss: 2.3904e-06 - acc: 1.000 - ETA: 4s - loss: 4.2311e-06 - acc: 1.000 - ETA: 4s - loss: 3.8456e-06 - acc: 1.000 - ETA: 4s - loss: 3.4486e-06 - acc: 1.000 - ETA: 4s - loss: 4.2825e-05 - acc: 1.000 - ETA: 4s - loss: 3.8852e-05 - acc: 1.000 - ETA: 4s - loss: 3.6328e-05 - acc: 1.000 - ETA: 4s - loss: 3.3442e-05 - acc: 1.000 - ETA: 4s - loss: 3.7140e-05 - acc: 1.000 - ETA: 4s - loss: 3.7532e-05 - acc: 1.000 - ETA: 4s - loss: 3.5091e-05 - acc: 1.000 - ETA: 4s - loss: 3.2939e-05 - acc: 1.000 - ETA: 4s - loss: 3.1491e-05 - acc: 1.000 - ETA: 4s - loss: 2.9749e-05 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9993 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 808us/step - loss: 0.0121 - acc: 0.9991 - val_loss: 1.5641 - val_acc: 0.8479 Epoch 01318: val_loss did not improve from 0.55729 Epoch 1319/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2279e-07 - acc: 1.000 - ETA: 5s - loss: 5.7321e-07 - acc: 1.000 - ETA: 5s - loss: 4.5971e-07 - acc: 1.000 - ETA: 4s - loss: 3.7458e-07 - acc: 1.000 - ETA: 4s - loss: 3.3740e-07 - acc: 1.000 - ETA: 4s - loss: 4.3309e-06 - acc: 1.000 - ETA: 4s - loss: 3.8609e-06 - acc: 1.000 - ETA: 4s - loss: 3.3628e-06 - acc: 1.000 - ETA: 4s - loss: 2.9812e-06 - acc: 1.000 - ETA: 4s - loss: 2.7491e-06 - acc: 1.000 - ETA: 4s - loss: 2.4926e-06 - acc: 1.000 - ETA: 4s - loss: 2.2856e-06 - acc: 1.000 - ETA: 4s - loss: 2.1123e-06 - acc: 1.000 - ETA: 4s - loss: 1.9973e-06 - acc: 1.000 - ETA: 4s - loss: 1.8634e-06 - acc: 1.000 - ETA: 4s - loss: 1.7753e-06 - acc: 1.000 - ETA: 4s - loss: 1.6706e-06 - acc: 1.000 - ETA: 4s - loss: 1.6001e-06 - acc: 1.000 - ETA: 4s - loss: 1.5155e-06 - acc: 1.000 - ETA: 4s - loss: 1.4581e-06 - acc: 1.000 - ETA: 4s - loss: 1.3903e-06 - acc: 1.000 - ETA: 3s - loss: 1.3527e-06 - acc: 1.000 - ETA: 3s - loss: 1.2961e-06 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9994 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 806us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.5218 - val_acc: 0.8443 Epoch 01319: val_loss did not improve from 0.55729 Epoch 1320/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 1.4678e-07 - acc: 1.000 - ETA: 5s - loss: 1.3597e-07 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 810us/step - loss: 0.0139 - acc: 0.9987 - val_loss: 1.5565 - val_acc: 0.8371 Epoch 01320: val_loss did not improve from 0.55729 Epoch 1321/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.6195e-06 - acc: 1.000 - ETA: 5s - loss: 3.1086e-05 - acc: 1.000 - ETA: 5s - loss: 2.1015e-05 - acc: 1.000 - ETA: 5s - loss: 5.5507e-05 - acc: 1.000 - ETA: 4s - loss: 4.3869e-05 - acc: 1.000 - ETA: 4s - loss: 3.7904e-05 - acc: 1.000 - ETA: 4s - loss: 3.2093e-05 - acc: 1.000 - ETA: 4s - loss: 2.8806e-05 - acc: 1.000 - ETA: 4s - loss: 2.5329e-05 - acc: 1.000 - ETA: 4s - loss: 2.5806e-04 - acc: 1.000 - ETA: 4s - loss: 2.3871e-04 - acc: 1.000 - ETA: 4s - loss: 2.1703e-04 - acc: 1.000 - ETA: 4s - loss: 2.0319e-04 - acc: 1.000 - ETA: 4s - loss: 1.8726e-04 - acc: 1.000 - ETA: 4s - loss: 1.7687e-04 - acc: 1.000 - ETA: 4s - loss: 1.6468e-04 - acc: 1.000 - ETA: 4s - loss: 1.5701e-04 - acc: 1.000 - ETA: 4s - loss: 0.0125 - acc: 0.9992 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 806us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5408 - val_acc: 0.8575 Epoch 01321: val_loss did not improve from 0.55729 Epoch 1322/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-07 - acc: 1.000 - ETA: 5s - loss: 1.5767e-06 - acc: 1.000 - ETA: 4s - loss: 1.0909e-06 - acc: 1.000 - ETA: 4s - loss: 8.9654e-07 - acc: 1.000 - ETA: 4s - loss: 7.3948e-07 - acc: 1.000 - ETA: 4s - loss: 6.3161e-07 - acc: 1.000 - ETA: 4s - loss: 1.5282e-06 - acc: 1.000 - ETA: 4s - loss: 1.3404e-06 - acc: 1.000 - ETA: 4s - loss: 1.1995e-06 - acc: 1.000 - ETA: 4s - loss: 1.1135e-06 - acc: 1.000 - ETA: 4s - loss: 1.0188e-06 - acc: 1.000 - ETA: 4s - loss: 9.5757e-07 - acc: 1.000 - ETA: 4s - loss: 8.8783e-07 - acc: 1.000 - ETA: 4s - loss: 8.4262e-07 - acc: 1.000 - ETA: 4s - loss: 7.9526e-07 - acc: 1.000 - ETA: 4s - loss: 7.6348e-07 - acc: 1.000 - ETA: 4s - loss: 2.0068e-06 - acc: 1.000 - ETA: 4s - loss: 2.3259e-06 - acc: 1.000 - ETA: 4s - loss: 2.2300e-06 - acc: 1.000 - ETA: 4s - loss: 2.1143e-06 - acc: 1.000 - ETA: 4s - loss: 2.0482e-06 - acc: 1.000 - ETA: 3s - loss: 1.9856e-06 - acc: 1.000 - ETA: 3s - loss: 1.8971e-06 - acc: 1.000 - ETA: 3s - loss: 2.2483e-06 - acc: 1.000 - ETA: 3s - loss: 2.1552e-06 - acc: 1.000 - ETA: 3s - loss: 2.0902e-06 - acc: 1.000 - ETA: 3s - loss: 2.0100e-06 - acc: 1.000 - ETA: 3s - loss: 1.9358e-06 - acc: 1.000 - ETA: 3s - loss: 1.8839e-06 - acc: 1.000 - ETA: 3s - loss: 1.8198e-06 - acc: 1.000 - ETA: 3s - loss: 1.7743e-06 - acc: 1.000 - ETA: 3s - loss: 1.7179e-06 - acc: 1.000 - ETA: 3s - loss: 1.9236e-06 - acc: 1.000 - ETA: 3s - loss: 1.8666e-06 - acc: 1.000 - ETA: 3s - loss: 2.7973e-06 - acc: 1.000 - ETA: 3s - loss: 2.7169e-06 - acc: 1.000 - ETA: 3s - loss: 3.4325e-04 - acc: 0.999 - ETA: 3s - loss: 3.3331e-04 - acc: 0.999 - ETA: 3s - loss: 3.2622e-04 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.9993 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 803us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.5102 - val_acc: 0.8503 Epoch 01322: val_loss did not improve from 0.55729 Epoch 1323/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0062e-05 - acc: 1.000 - ETA: 5s - loss: 5.0907e-06 - acc: 1.000 - ETA: 5s - loss: 3.7351e-06 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 809us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.6076 - val_acc: 0.8467 Epoch 01323: val_loss did not improve from 0.55729 Epoch 1324/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.6165e-05 - acc: 1.000 - ETA: 5s - loss: 1.8142e-05 - acc: 1.000 - ETA: 5s - loss: 1.3227e-05 - acc: 1.000 - ETA: 4s - loss: 9.7323e-06 - acc: 1.000 - ETA: 5s - loss: 8.1301e-06 - acc: 1.000 - ETA: 4s - loss: 6.6740e-06 - acc: 1.000 - ETA: 4s - loss: 5.6745e-06 - acc: 1.000 - ETA: 4s - loss: 5.1006e-06 - acc: 1.000 - ETA: 4s - loss: 4.6349e-06 - acc: 1.000 - ETA: 4s - loss: 4.1346e-06 - acc: 1.000 - ETA: 4s - loss: 3.8257e-06 - acc: 1.000 - ETA: 4s - loss: 3.4809e-06 - acc: 1.000 - ETA: 4s - loss: 3.2286e-06 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9990 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 813us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.4904 - val_acc: 0.8539 Epoch 01324: val_loss did not improve from 0.55729 Epoch 1325/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.8625e-06 - acc: 1.000 - ETA: 4s - loss: 7.0182e-06 - acc: 1.000 - ETA: 5s - loss: 4.4486e-06 - acc: 1.000 - ETA: 5s - loss: 6.2352e-06 - acc: 1.000 - ETA: 5s - loss: 4.9255e-06 - acc: 1.000 - ETA: 5s - loss: 3.8631e-06 - acc: 1.000 - ETA: 4s - loss: 3.3396e-06 - acc: 1.000 - ETA: 4s - loss: 2.9944e-06 - acc: 1.000 - ETA: 4s - loss: 3.0026e-06 - acc: 1.000 - ETA: 4s - loss: 2.7259e-06 - acc: 1.000 - ETA: 4s - loss: 2.4975e-06 - acc: 1.000 - ETA: 4s - loss: 2.2517e-06 - acc: 1.000 - ETA: 4s - loss: 2.1105e-06 - acc: 1.000 - ETA: 4s - loss: 1.9760e-06 - acc: 1.000 - ETA: 4s - loss: 1.8254e-06 - acc: 1.000 - ETA: 4s - loss: 2.6451e-06 - acc: 1.000 - ETA: 4s - loss: 2.6094e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9991 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 6s 836us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.6534 - val_acc: 0.8407 Epoch 01325: val_loss did not improve from 0.55729 Epoch 1326/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 5.2367e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-05 - acc: 1.000 - ETA: 5s - loss: 1.0914e-05 - acc: 1.000 - ETA: 5s - loss: 1.5017e-05 - acc: 1.000 - ETA: 5s - loss: 1.4994e-05 - acc: 1.000 - ETA: 5s - loss: 1.3158e-05 - acc: 1.000 - ETA: 5s - loss: 1.1705e-05 - acc: 1.000 - ETA: 4s - loss: 1.0186e-05 - acc: 1.000 - ETA: 4s - loss: 9.2707e-06 - acc: 1.000 - ETA: 4s - loss: 8.5263e-06 - acc: 1.000 - ETA: 4s - loss: 7.8813e-06 - acc: 1.000 - ETA: 4s - loss: 7.1603e-06 - acc: 1.000 - ETA: 4s - loss: 6.5952e-06 - acc: 1.000 - ETA: 4s - loss: 6.2066e-06 - acc: 1.000 - ETA: 4s - loss: 7.7372e-06 - acc: 1.000 - ETA: 4s - loss: 7.3308e-06 - acc: 1.000 - ETA: 4s - loss: 6.9729e-06 - acc: 1.000 - ETA: 4s - loss: 4.1346e-05 - acc: 1.000 - ETA: 4s - loss: 0.0035 - acc: 0.9992 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - 6s 827us/step - loss: 0.0075 - acc: 0.9993 - val_loss: 1.5522 - val_acc: 0.8539 Epoch 01326: val_loss did not improve from 0.55729 Epoch 1327/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9223e-07 - acc: 1.000 - ETA: 5s - loss: 2.4097e-07 - acc: 1.000 - ETA: 5s - loss: 2.9802e-07 - acc: 1.000 - ETA: 5s - loss: 2.6098e-07 - acc: 1.000 - ETA: 5s - loss: 3.1375e-07 - acc: 1.000 - ETA: 4s - loss: 8.8464e-07 - acc: 1.000 - ETA: 4s - loss: 9.1774e-07 - acc: 1.000 - ETA: 4s - loss: 0.0278 - acc: 0.9983 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 5s 806us/step - loss: 0.0070 - acc: 0.9994 - val_loss: 1.5383 - val_acc: 0.8623 Epoch 01327: val_loss did not improve from 0.55729 Epoch 1328/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.7345e-07 - acc: 1.000 - ETA: 5s - loss: 1.3893e-06 - acc: 1.000 - ETA: 5s - loss: 9.6890e-07 - acc: 1.000 - ETA: 5s - loss: 7.9897e-07 - acc: 1.000 - ETA: 5s - loss: 6.8567e-07 - acc: 1.000 - ETA: 4s - loss: 4.3381e-06 - acc: 1.000 - ETA: 4s - loss: 3.8346e-06 - acc: 1.000 - ETA: 4s - loss: 3.7305e-06 - acc: 1.000 - ETA: 4s - loss: 3.3919e-06 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 815us/step - loss: 0.0142 - acc: 0.9990 - val_loss: 1.5575 - val_acc: 0.8467 Epoch 01328: val_loss did not improve from 0.55729 Epoch 1329/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.1466 - acc: 0.9875 - ETA: 5s - loss: 0.1400 - acc: 0.987 - ETA: 5s - loss: 0.1018 - acc: 0.990 - ETA: 4s - loss: 0.0747 - acc: 0.993 - ETA: 5s - loss: 0.0626 - acc: 0.994 - ETA: 4s - loss: 0.0512 - acc: 0.995 - ETA: 4s - loss: 0.0434 - acc: 0.996 - ETA: 4s - loss: 0.0389 - acc: 0.996 - ETA: 4s - loss: 0.0342 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 822us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.6351 - val_acc: 0.8419 Epoch 01329: val_loss did not improve from 0.55729 Epoch 1330/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 1.6562e-07 - acc: 1.000 - ETA: 5s - loss: 1.5527e-07 - acc: 1.000 - ETA: 5s - loss: 2.5653e-07 - acc: 1.000 - ETA: 5s - loss: 2.3153e-07 - acc: 1.000 - ETA: 5s - loss: 4.9991e-07 - acc: 1.000 - ETA: 5s - loss: 0.0031 - acc: 0.9977 - ETA: 5s - loss: 0.0027 - acc: 0.998 - ETA: 5s - loss: 0.0024 - acc: 0.998 - ETA: 5s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0286 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 6s 836us/step - loss: 0.0102 - acc: 0.9991 - val_loss: 1.6245 - val_acc: 0.8503 Epoch 01330: val_loss did not improve from 0.55729 Epoch 1331/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.0557e-07 - acc: 1.000 - ETA: 5s - loss: 1.2506e-06 - acc: 1.000 - ETA: 5s - loss: 1.0621e-06 - acc: 1.000 - ETA: 5s - loss: 9.2751e-07 - acc: 1.000 - ETA: 5s - loss: 8.4447e-07 - acc: 1.000 - ETA: 4s - loss: 7.6918e-07 - acc: 1.000 - ETA: 4s - loss: 1.0075e-06 - acc: 1.000 - ETA: 4s - loss: 9.2930e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9986 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - 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acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 6s 838us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.6416 - val_acc: 0.8431 Epoch 01331: val_loss did not improve from 0.55729 Epoch 1332/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 1.5714e-07 - acc: 1.000 - ETA: 5s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.4375e-07 - acc: 1.000 - ETA: 5s - loss: 1.4078e-07 - acc: 1.000 - ETA: 5s - loss: 1.0055e-06 - acc: 1.000 - ETA: 5s - loss: 9.0703e-07 - acc: 1.000 - ETA: 4s - loss: 8.0615e-07 - acc: 1.000 - ETA: 4s - loss: 7.4554e-07 - acc: 1.000 - ETA: 4s - loss: 9.4649e-07 - acc: 1.000 - ETA: 4s - loss: 1.2721e-06 - acc: 1.000 - ETA: 4s - loss: 1.5307e-06 - acc: 1.000 - ETA: 4s - loss: 1.4456e-06 - acc: 1.000 - ETA: 4s - loss: 1.3661e-06 - acc: 1.000 - ETA: 4s - loss: 1.2959e-06 - acc: 1.000 - ETA: 4s - loss: 1.2420e-06 - acc: 1.000 - ETA: 4s - loss: 1.1849e-06 - acc: 1.000 - ETA: 4s - loss: 1.1357e-06 - acc: 1.000 - ETA: 4s - loss: 1.0748e-06 - acc: 1.000 - ETA: 4s - loss: 1.0334e-06 - acc: 1.000 - ETA: 4s - loss: 2.5465e-06 - acc: 1.000 - ETA: 4s - loss: 2.4507e-06 - acc: 1.000 - ETA: 4s - loss: 2.4164e-06 - acc: 1.000 - ETA: 4s - loss: 2.3324e-06 - acc: 1.000 - ETA: 4s - loss: 2.2641e-06 - acc: 1.000 - ETA: 4s - loss: 2.1910e-06 - acc: 1.000 - ETA: 3s - loss: 2.1227e-06 - acc: 1.000 - ETA: 3s - loss: 2.0587e-06 - acc: 1.000 - ETA: 3s - loss: 2.0058e-06 - acc: 1.000 - ETA: 3s - loss: 1.9492e-06 - acc: 1.000 - ETA: 3s - loss: 1.8790e-06 - acc: 1.000 - ETA: 3s - loss: 1.8138e-06 - acc: 1.000 - ETA: 3s - loss: 1.7928e-06 - acc: 1.000 - ETA: 3s - loss: 1.7487e-06 - acc: 1.000 - ETA: 3s - loss: 1.7077e-06 - acc: 1.000 - ETA: 3s - loss: 1.6686e-06 - acc: 1.000 - ETA: 3s - loss: 1.6308e-06 - acc: 1.000 - ETA: 3s - loss: 1.5948e-06 - acc: 1.000 - ETA: 3s - loss: 1.5605e-06 - acc: 1.000 - ETA: 3s - loss: 1.5329e-06 - acc: 1.000 - ETA: 3s - loss: 1.5121e-06 - acc: 1.000 - ETA: 3s - loss: 1.4818e-06 - acc: 1.000 - ETA: 3s - loss: 1.4528e-06 - acc: 1.000 - ETA: 3s - loss: 1.4160e-06 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 0.9997 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0167 - acc: 0.999 - ETA: 1s - loss: 0.0165 - acc: 0.999 - ETA: 1s - loss: 0.0163 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 6s 858us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.5979 - val_acc: 0.8563 Epoch 01332: val_loss did not improve from 0.55729 Epoch 1333/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0526e-07 - acc: 1.000 - ETA: 5s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 1.6838e-07 - acc: 1.000 - ETA: 5s - loss: 1.5971e-07 - acc: 1.000 - ETA: 5s - loss: 1.5363e-07 - acc: 1.000 - ETA: 5s - loss: 1.4914e-07 - acc: 1.000 - ETA: 5s - loss: 1.4471e-07 - acc: 1.000 - ETA: 5s - loss: 1.4216e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3833e-07 - acc: 1.000 - ETA: 4s - loss: 1.3686e-07 - acc: 1.000 - ETA: 4s - loss: 1.3560e-07 - acc: 1.000 - ETA: 4s - loss: 1.3491e-07 - acc: 1.000 - ETA: 4s - loss: 1.3392e-07 - acc: 1.000 - ETA: 4s - loss: 1.3306e-07 - acc: 1.000 - ETA: 4s - loss: 1.3229e-07 - acc: 1.000 - ETA: 4s - loss: 1.3160e-07 - acc: 1.000 - ETA: 4s - loss: 1.3098e-07 - acc: 1.000 - ETA: 4s - loss: 1.3260e-07 - acc: 1.000 - ETA: 4s - loss: 1.3199e-07 - acc: 1.000 - ETA: 4s - loss: 1.3143e-07 - acc: 1.000 - ETA: 4s - loss: 1.3092e-07 - acc: 1.000 - ETA: 4s - loss: 1.3045e-07 - acc: 1.000 - ETA: 4s - loss: 1.3002e-07 - acc: 1.000 - ETA: 4s - loss: 1.3527e-07 - acc: 1.000 - ETA: 4s - loss: 1.3471e-07 - acc: 1.000 - ETA: 4s - loss: 1.9575e-07 - acc: 1.000 - ETA: 4s - loss: 1.9323e-07 - acc: 1.000 - ETA: 3s - loss: 1.9086e-07 - acc: 1.000 - ETA: 3s - loss: 1.8865e-07 - acc: 1.000 - ETA: 3s - loss: 1.2765e-06 - acc: 1.000 - ETA: 3s - loss: 1.2435e-06 - acc: 1.000 - ETA: 3s - loss: 1.2117e-06 - acc: 1.000 - ETA: 3s - loss: 1.1816e-06 - acc: 1.000 - ETA: 3s - loss: 1.1540e-06 - acc: 1.000 - ETA: 3s - loss: 1.1270e-06 - acc: 1.000 - ETA: 3s - loss: 1.1014e-06 - acc: 1.000 - ETA: 3s - loss: 1.0770e-06 - acc: 1.000 - ETA: 3s - loss: 1.0539e-06 - acc: 1.000 - ETA: 3s - loss: 1.0318e-06 - acc: 1.000 - ETA: 3s - loss: 1.0107e-06 - acc: 1.000 - ETA: 3s - loss: 9.9078e-07 - acc: 1.000 - ETA: 3s - loss: 9.7155e-07 - acc: 1.000 - ETA: 3s - loss: 9.5354e-07 - acc: 1.000 - ETA: 3s - loss: 9.3592e-07 - acc: 1.000 - ETA: 3s - loss: 9.3201e-07 - acc: 1.000 - ETA: 3s - loss: 9.1553e-07 - acc: 1.000 - ETA: 3s - loss: 8.9971e-07 - acc: 1.000 - ETA: 2s - loss: 8.8451e-07 - acc: 1.000 - ETA: 2s - loss: 8.6988e-07 - acc: 1.000 - ETA: 2s - loss: 8.5745e-07 - acc: 1.000 - ETA: 2s - loss: 8.4386e-07 - acc: 1.000 - ETA: 2s - loss: 8.3077e-07 - acc: 1.000 - ETA: 2s - loss: 8.1813e-07 - acc: 1.000 - ETA: 2s - loss: 8.0594e-07 - acc: 1.000 - ETA: 2s - loss: 7.9417e-07 - acc: 1.000 - ETA: 2s - loss: 7.8280e-07 - acc: 1.000 - ETA: 2s - loss: 7.7180e-07 - acc: 1.000 - ETA: 2s - loss: 7.6116e-07 - acc: 1.000 - ETA: 2s - loss: 7.5341e-07 - acc: 1.000 - ETA: 2s - loss: 7.4339e-07 - acc: 1.000 - ETA: 2s - loss: 7.3399e-07 - acc: 1.000 - ETA: 2s - loss: 7.4869e-07 - acc: 1.000 - ETA: 2s - loss: 7.3920e-07 - acc: 1.000 - ETA: 2s - loss: 7.2999e-07 - acc: 1.000 - ETA: 2s - loss: 7.2106e-07 - acc: 1.000 - ETA: 2s - loss: 7.1243e-07 - acc: 1.000 - ETA: 2s - loss: 7.0400e-07 - acc: 1.000 - ETA: 1s - loss: 6.9580e-07 - acc: 1.000 - ETA: 1s - loss: 6.8783e-07 - acc: 1.000 - ETA: 1s - loss: 6.8016e-07 - acc: 1.000 - ETA: 1s - loss: 6.7261e-07 - acc: 1.000 - ETA: 1s - loss: 6.6529e-07 - acc: 1.000 - ETA: 1s - loss: 6.5814e-07 - acc: 1.000 - ETA: 1s - loss: 6.5117e-07 - acc: 1.000 - ETA: 1s - loss: 6.4215e-07 - acc: 1.000 - ETA: 1s - loss: 6.7034e-07 - acc: 1.000 - ETA: 1s - loss: 6.6363e-07 - acc: 1.000 - ETA: 1s - loss: 6.5478e-07 - acc: 1.000 - ETA: 1s - loss: 6.4833e-07 - acc: 1.000 - ETA: 1s - loss: 6.4220e-07 - acc: 1.000 - ETA: 1s - loss: 6.3623e-07 - acc: 1.000 - ETA: 1s - loss: 6.3022e-07 - acc: 1.000 - ETA: 1s - loss: 0.0031 - acc: 0.9998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 6s 858us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.6450 - val_acc: 0.8503 Epoch 01333: val_loss did not improve from 0.55729 Epoch 1334/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4076e-07 - acc: 1.000 - ETA: 5s - loss: 1.3672e-07 - acc: 1.000 - ETA: 5s - loss: 0.0424 - acc: 0.9974 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0278 - acc: 0.998 - ETA: 5s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 6s 834us/step - loss: 0.0115 - acc: 0.9993 - val_loss: 1.5763 - val_acc: 0.8503 Epoch 01334: val_loss did not improve from 0.55729 Epoch 1335/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 4s - loss: 1.2100e-07 - acc: 1.000 - ETA: 4s - loss: 1.2020e-07 - acc: 1.000 - ETA: 4s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 1.2014e-07 - acc: 1.000 - ETA: 4s - loss: 1.2010e-07 - acc: 1.000 - ETA: 4s - loss: 1.2102e-07 - acc: 1.000 - ETA: 4s - loss: 1.2075e-07 - acc: 1.000 - ETA: 4s - loss: 1.2056e-07 - acc: 1.000 - ETA: 4s - loss: 1.2091e-07 - acc: 1.000 - ETA: 4s - loss: 1.2135e-07 - acc: 1.000 - ETA: 4s - loss: 8.7451e-07 - acc: 1.000 - ETA: 4s - loss: 8.2814e-07 - acc: 1.000 - ETA: 4s - loss: 7.7142e-07 - acc: 1.000 - ETA: 4s - loss: 7.3451e-07 - acc: 1.000 - ETA: 4s - loss: 7.3122e-07 - acc: 1.000 - ETA: 4s - loss: 6.9109e-07 - acc: 1.000 - ETA: 4s - loss: 6.6428e-07 - acc: 1.000 - ETA: 4s - loss: 6.3231e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9993 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 796us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5827 - val_acc: 0.8551 Epoch 01335: val_loss did not improve from 0.55729 Epoch 1336/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2591e-07 - acc: 1.000 - ETA: 5s - loss: 3.4306e-05 - acc: 1.000 - ETA: 5s - loss: 2.5601e-05 - acc: 1.000 - ETA: 4s - loss: 1.8820e-05 - acc: 1.000 - ETA: 4s - loss: 1.4884e-05 - acc: 1.000 - ETA: 4s - loss: 1.2316e-05 - acc: 1.000 - ETA: 4s - loss: 1.0912e-05 - acc: 1.000 - ETA: 4s - loss: 9.8313e-06 - acc: 1.000 - ETA: 4s - loss: 8.6593e-06 - acc: 1.000 - ETA: 4s - loss: 7.7389e-06 - acc: 1.000 - ETA: 4s - loss: 6.9955e-06 - acc: 1.000 - ETA: 4s - loss: 6.5267e-06 - acc: 1.000 - ETA: 4s - loss: 5.9928e-06 - acc: 1.000 - ETA: 4s - loss: 5.5420e-06 - acc: 1.000 - ETA: 4s - loss: 5.1587e-06 - acc: 1.000 - ETA: 4s - loss: 4.8302e-06 - acc: 1.000 - ETA: 4s - loss: 4.5393e-06 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9993 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 793us/step - loss: 0.0152 - acc: 0.9990 - val_loss: 1.5484 - val_acc: 0.8563 Epoch 01336: val_loss did not improve from 0.55729 Epoch 1337/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3769e-06 - acc: 1.000 - ETA: 5s - loss: 7.8607e-07 - acc: 1.000 - ETA: 4s - loss: 5.7918e-07 - acc: 1.000 - ETA: 4s - loss: 4.6419e-07 - acc: 1.000 - ETA: 4s - loss: 4.1097e-07 - acc: 1.000 - ETA: 4s - loss: 3.6127e-07 - acc: 1.000 - ETA: 4s - loss: 3.2541e-07 - acc: 1.000 - ETA: 4s - loss: 3.3141e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 793us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.5345 - val_acc: 0.8599 Epoch 01337: val_loss did not improve from 0.55729 Epoch 1338/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 794us/step - loss: 0.0149 - acc: 0.9990 - val_loss: 1.5105 - val_acc: 0.8539 Epoch 01338: val_loss did not improve from 0.55729 Epoch 1339/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3468e-06 - acc: 1.000 - ETA: 4s - loss: 1.1677e-06 - acc: 1.000 - ETA: 5s - loss: 7.7601e-07 - acc: 1.000 - ETA: 4s - loss: 4.9858e-05 - acc: 1.000 - ETA: 4s - loss: 3.9912e-05 - acc: 1.000 - ETA: 4s - loss: 3.3596e-05 - acc: 1.000 - ETA: 4s - loss: 2.7774e-05 - acc: 1.000 - ETA: 4s - loss: 2.4586e-05 - acc: 1.000 - ETA: 4s - loss: 2.1356e-05 - acc: 1.000 - ETA: 4s - loss: 1.8858e-05 - acc: 1.000 - ETA: 4s - loss: 1.7347e-05 - acc: 1.000 - ETA: 4s - loss: 1.5666e-05 - acc: 1.000 - ETA: 4s - loss: 1.4285e-05 - acc: 1.000 - ETA: 4s - loss: 0.0025 - acc: 0.9990 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 793us/step - loss: 0.0101 - acc: 0.9985 - val_loss: 1.5622 - val_acc: 0.8467 Epoch 01339: val_loss did not improve from 0.55729 Epoch 1340/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.6391e-07 - acc: 1.000 - ETA: 5s - loss: 1.6876e-07 - acc: 1.000 - ETA: 4s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 793us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.6529 - val_acc: 0.8383 Epoch 01340: val_loss did not improve from 0.55729 Epoch 1341/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.2331e-07 - acc: 1.000 - ETA: 4s - loss: 1.5125e-07 - acc: 1.000 - ETA: 4s - loss: 3.7049e-07 - acc: 1.000 - ETA: 4s - loss: 3.3186e-07 - acc: 1.000 - ETA: 4s - loss: 3.1565e-07 - acc: 1.000 - ETA: 4s - loss: 2.8721e-07 - acc: 1.000 - ETA: 4s - loss: 2.6746e-07 - acc: 1.000 - ETA: 4s - loss: 2.5528e-07 - acc: 1.000 - ETA: 4s - loss: 2.4454e-07 - acc: 1.000 - ETA: 4s - loss: 2.3629e-07 - acc: 1.000 - ETA: 4s - loss: 2.3298e-07 - acc: 1.000 - ETA: 4s - loss: 2.2567e-07 - acc: 1.000 - ETA: 4s - loss: 1.8144e-06 - acc: 1.000 - ETA: 4s - loss: 1.6957e-06 - acc: 1.000 - ETA: 4s - loss: 1.6189e-06 - acc: 1.000 - ETA: 4s - loss: 1.5252e-06 - acc: 1.000 - ETA: 4s - loss: 1.4868e-06 - acc: 1.000 - ETA: 4s - loss: 1.4109e-06 - acc: 1.000 - ETA: 3s - loss: 1.3595e-06 - acc: 1.000 - ETA: 3s - loss: 1.3045e-06 - acc: 1.000 - ETA: 3s - loss: 1.2479e-06 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 792us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.6663 - val_acc: 0.8503 Epoch 01341: val_loss did not improve from 0.55729 Epoch 1342/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 5s - loss: 1.5741e-07 - acc: 1.000 - ETA: 4s - loss: 4.9930e-07 - acc: 1.000 - ETA: 4s - loss: 4.2634e-07 - acc: 1.000 - ETA: 4s - loss: 3.8446e-07 - acc: 1.000 - ETA: 4s - loss: 3.4365e-07 - acc: 1.000 - ETA: 4s - loss: 3.2376e-07 - acc: 1.000 - ETA: 4s - loss: 3.0224e-07 - acc: 1.000 - ETA: 4s - loss: 2.8788e-07 - acc: 1.000 - ETA: 4s - loss: 5.1569e-06 - acc: 1.000 - ETA: 4s - loss: 4.7132e-06 - acc: 1.000 - ETA: 4s - loss: 4.4294e-06 - acc: 1.000 - ETA: 4s - loss: 4.1508e-06 - acc: 1.000 - ETA: 4s - loss: 3.8645e-06 - acc: 1.000 - ETA: 4s - loss: 3.6741e-06 - acc: 1.000 - ETA: 4s - loss: 3.4484e-06 - acc: 1.000 - ETA: 4s - loss: 3.2531e-06 - acc: 1.000 - ETA: 4s - loss: 3.2162e-06 - acc: 1.000 - ETA: 4s - loss: 3.0488e-06 - acc: 1.000 - ETA: 3s - loss: 2.9356e-06 - acc: 1.000 - ETA: 3s - loss: 2.8020e-06 - acc: 1.000 - ETA: 3s - loss: 2.6757e-06 - acc: 1.000 - ETA: 3s - loss: 2.5781e-06 - acc: 1.000 - ETA: 3s - loss: 2.5369e-06 - acc: 1.000 - ETA: 3s - loss: 2.4574e-06 - acc: 1.000 - ETA: 3s - loss: 2.3957e-06 - acc: 1.000 - ETA: 3s - loss: 2.3240e-06 - acc: 1.000 - ETA: 3s - loss: 2.2622e-06 - acc: 1.000 - ETA: 3s - loss: 2.1969e-06 - acc: 1.000 - ETA: 3s - loss: 2.1246e-06 - acc: 1.000 - ETA: 3s - loss: 6.2918e-06 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 794us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.5731 - val_acc: 0.8515 Epoch 01342: val_loss did not improve from 0.55729 Epoch 1343/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.3777e-07 - acc: 1.000 - ETA: 4s - loss: 2.2292e-07 - acc: 1.000 - ETA: 4s - loss: 3.2784e-04 - acc: 1.000 - ETA: 4s - loss: 2.4592e-04 - acc: 1.000 - ETA: 4s - loss: 1.8447e-04 - acc: 1.000 - ETA: 4s - loss: 1.4761e-04 - acc: 1.000 - ETA: 4s - loss: 1.2303e-04 - acc: 1.000 - ETA: 4s - loss: 1.0548e-04 - acc: 1.000 - ETA: 4s - loss: 9.2459e-05 - acc: 1.000 - ETA: 4s - loss: 8.4544e-05 - acc: 1.000 - ETA: 4s - loss: 7.5885e-05 - acc: 1.000 - ETA: 4s - loss: 6.8841e-05 - acc: 1.000 - ETA: 4s - loss: 6.4420e-05 - acc: 1.000 - ETA: 4s - loss: 5.9356e-05 - acc: 1.000 - ETA: 4s - loss: 5.6003e-05 - acc: 1.000 - ETA: 4s - loss: 5.2503e-05 - acc: 1.000 - ETA: 4s - loss: 4.9072e-05 - acc: 1.000 - ETA: 4s - loss: 4.6062e-05 - acc: 1.000 - ETA: 4s - loss: 4.3399e-05 - acc: 1.000 - ETA: 4s - loss: 4.1596e-05 - acc: 1.000 - ETA: 3s - loss: 3.9420e-05 - acc: 1.000 - ETA: 3s - loss: 1.3313e-04 - acc: 1.000 - ETA: 3s - loss: 1.2680e-04 - acc: 1.000 - ETA: 3s - loss: 1.2243e-04 - acc: 1.000 - ETA: 3s - loss: 1.1706e-04 - acc: 1.000 - ETA: 3s - loss: 1.1214e-04 - acc: 1.000 - ETA: 3s - loss: 1.0762e-04 - acc: 1.000 - ETA: 3s - loss: 1.0446e-04 - acc: 1.000 - ETA: 3s - loss: 1.0052e-04 - acc: 1.000 - ETA: 3s - loss: 9.7757e-05 - acc: 1.000 - ETA: 3s - loss: 9.4302e-05 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 0.9996 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 798us/step - loss: 0.0139 - acc: 0.9988 - val_loss: 1.6317 - val_acc: 0.8551 Epoch 01343: val_loss did not improve from 0.55729 Epoch 1344/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.5465e-07 - acc: 1.000 - ETA: 5s - loss: 3.2559e-07 - acc: 1.000 - ETA: 5s - loss: 2.6561e-07 - acc: 1.000 - ETA: 4s - loss: 2.2252e-07 - acc: 1.000 - ETA: 4s - loss: 4.3845e-04 - acc: 1.000 - ETA: 5s - loss: 3.6540e-04 - acc: 1.000 - ETA: 4s - loss: 3.1267e-04 - acc: 1.000 - ETA: 4s - loss: 2.7563e-04 - acc: 1.000 - ETA: 4s - loss: 2.3781e-04 - acc: 1.000 - ETA: 4s - loss: 2.0951e-04 - acc: 1.000 - ETA: 4s - loss: 1.8688e-04 - acc: 1.000 - ETA: 4s - loss: 0.0188 - acc: 0.9987 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 797us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.5626 - val_acc: 0.8527 Epoch 01344: val_loss did not improve from 0.55729 Epoch 1345/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0339e-06 - acc: 1.000 - ETA: 5s - loss: 9.4205e-05 - acc: 1.000 - ETA: 5s - loss: 0.1008 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0568 - acc: 0.996 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.999 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 791us/step - loss: 0.0093 - acc: 0.9993 - val_loss: 1.5746 - val_acc: 0.8491 Epoch 01345: val_loss did not improve from 0.55729 Epoch 1346/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 4s - loss: 2.7597e-07 - acc: 1.000 - ETA: 4s - loss: 2.3213e-07 - acc: 1.000 - ETA: 4s - loss: 2.1731e-07 - acc: 1.000 - ETA: 4s - loss: 4.9399e-07 - acc: 1.000 - ETA: 4s - loss: 5.7975e-07 - acc: 1.000 - ETA: 4s - loss: 4.9966e-07 - acc: 1.000 - ETA: 4s - loss: 5.5765e-07 - acc: 1.000 - ETA: 4s - loss: 5.0511e-07 - acc: 1.000 - ETA: 4s - loss: 4.6322e-07 - acc: 1.000 - ETA: 4s - loss: 4.3614e-07 - acc: 1.000 - ETA: 4s - loss: 4.2200e-07 - acc: 1.000 - ETA: 4s - loss: 3.9593e-07 - acc: 1.000 - ETA: 4s - loss: 4.3006e-07 - acc: 1.000 - ETA: 4s - loss: 4.3181e-07 - acc: 1.000 - ETA: 4s - loss: 4.2388e-07 - acc: 1.000 - ETA: 4s - loss: 4.0870e-07 - acc: 1.000 - ETA: 4s - loss: 4.5673e-07 - acc: 1.000 - ETA: 4s - loss: 4.3767e-07 - acc: 1.000 - ETA: 4s - loss: 4.1997e-07 - acc: 1.000 - ETA: 3s - loss: 4.0975e-07 - acc: 1.000 - ETA: 3s - loss: 4.0219e-07 - acc: 1.000 - ETA: 3s - loss: 3.8855e-07 - acc: 1.000 - ETA: 3s - loss: 3.7617e-07 - acc: 1.000 - ETA: 3s - loss: 5.1372e-07 - acc: 1.000 - ETA: 3s - loss: 4.9734e-07 - acc: 1.000 - ETA: 3s - loss: 5.1606e-07 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 792us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5950 - val_acc: 0.8395 Epoch 01346: val_loss did not improve from 0.55729 Epoch 1347/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3835e-06 - acc: 1.000 - ETA: 5s - loss: 1.1084e-06 - acc: 1.000 - ETA: 4s - loss: 8.0424e-07 - acc: 1.000 - ETA: 4s - loss: 6.9109e-07 - acc: 1.000 - ETA: 4s - loss: 2.8850e-06 - acc: 1.000 - ETA: 4s - loss: 2.4241e-06 - acc: 1.000 - ETA: 4s - loss: 2.0959e-06 - acc: 1.000 - ETA: 4s - loss: 1.8638e-06 - acc: 1.000 - ETA: 4s - loss: 1.9277e-06 - acc: 1.000 - ETA: 4s - loss: 1.7890e-06 - acc: 1.000 - ETA: 4s - loss: 1.6337e-06 - acc: 1.000 - ETA: 4s - loss: 1.5049e-06 - acc: 1.000 - ETA: 4s - loss: 1.4482e-06 - acc: 1.000 - ETA: 4s - loss: 7.4537e-04 - acc: 0.999 - ETA: 4s - loss: 6.9485e-04 - acc: 0.999 - ETA: 4s - loss: 6.6123e-04 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.9985 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.997 - ETA: 3s - loss: 0.0138 - acc: 0.997 - ETA: 2s - loss: 0.0134 - acc: 0.997 - ETA: 2s - loss: 0.0132 - acc: 0.997 - ETA: 2s - loss: 0.0128 - acc: 0.997 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0145 - acc: 0.997 - ETA: 2s - loss: 0.0142 - acc: 0.997 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 789us/step - loss: 0.0117 - acc: 0.9985 - val_loss: 1.6148 - val_acc: 0.8455 Epoch 01347: val_loss did not improve from 0.55729 Epoch 1348/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.9211e-05 - acc: 1.000 - ETA: 5s - loss: 1.4167e-05 - acc: 1.000 - ETA: 5s - loss: 7.5769e-06 - acc: 1.000 - ETA: 4s - loss: 5.1422e-06 - acc: 1.000 - ETA: 4s - loss: 4.1376e-06 - acc: 1.000 - ETA: 4s - loss: 3.3131e-06 - acc: 1.000 - ETA: 4s - loss: 2.7584e-06 - acc: 1.000 - ETA: 4s - loss: 2.9520e-06 - acc: 1.000 - ETA: 4s - loss: 2.5864e-06 - acc: 1.000 - ETA: 4s - loss: 2.4406e-06 - acc: 1.000 - ETA: 4s - loss: 2.2665e-06 - acc: 1.000 - ETA: 4s - loss: 2.5425e-05 - acc: 1.000 - ETA: 4s - loss: 2.3183e-05 - acc: 1.000 - ETA: 4s - loss: 2.1301e-05 - acc: 1.000 - ETA: 4s - loss: 1.9710e-05 - acc: 1.000 - ETA: 4s - loss: 1.8337e-05 - acc: 1.000 - ETA: 4s - loss: 1.7142e-05 - acc: 1.000 - ETA: 4s - loss: 1.6394e-05 - acc: 1.000 - ETA: 4s - loss: 7.0524e-05 - acc: 1.000 - ETA: 4s - loss: 6.7601e-05 - acc: 1.000 - ETA: 3s - loss: 6.4351e-05 - acc: 1.000 - ETA: 3s - loss: 6.1881e-05 - acc: 1.000 - ETA: 3s - loss: 5.9593e-05 - acc: 1.000 - ETA: 3s - loss: 5.6799e-05 - acc: 1.000 - ETA: 3s - loss: 5.4251e-05 - acc: 1.000 - ETA: 3s - loss: 5.1923e-05 - acc: 1.000 - ETA: 3s - loss: 4.9787e-05 - acc: 1.000 - ETA: 3s - loss: 4.8297e-05 - acc: 1.000 - ETA: 3s - loss: 4.6445e-05 - acc: 1.000 - ETA: 3s - loss: 4.4729e-05 - acc: 1.000 - ETA: 3s - loss: 4.3524e-05 - acc: 1.000 - ETA: 3s - loss: 4.2015e-05 - acc: 1.000 - ETA: 3s - loss: 4.4213e-05 - acc: 1.000 - ETA: 3s - loss: 4.3217e-05 - acc: 1.000 - ETA: 3s - loss: 4.1849e-05 - acc: 1.000 - ETA: 3s - loss: 4.0565e-05 - acc: 1.000 - ETA: 3s - loss: 3.9358e-05 - acc: 1.000 - ETA: 3s - loss: 3.8224e-05 - acc: 1.000 - ETA: 2s - loss: 3.7430e-05 - acc: 1.000 - ETA: 2s - loss: 3.6401e-05 - acc: 1.000 - ETA: 2s - loss: 3.5427e-05 - acc: 1.000 - ETA: 2s - loss: 3.4730e-05 - acc: 1.000 - ETA: 2s - loss: 3.3843e-05 - acc: 1.000 - ETA: 2s - loss: 3.3007e-05 - acc: 1.000 - ETA: 2s - loss: 3.2205e-05 - acc: 1.000 - ETA: 2s - loss: 3.1630e-05 - acc: 1.000 - ETA: 2s - loss: 1.4941e-04 - acc: 1.000 - ETA: 2s - loss: 1.4601e-04 - acc: 1.000 - ETA: 2s - loss: 1.4275e-04 - acc: 1.000 - ETA: 2s - loss: 1.3966e-04 - acc: 1.000 - ETA: 2s - loss: 1.3667e-04 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 5s 793us/step - loss: 0.0081 - acc: 0.9993 - val_loss: 1.5862 - val_acc: 0.8479 Epoch 01348: val_loss did not improve from 0.55729 Epoch 1349/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 2.4289e-07 - acc: 1.000 - ETA: 5s - loss: 1.8105e-07 - acc: 1.000 - ETA: 4s - loss: 1.6143e-07 - acc: 1.000 - ETA: 4s - loss: 1.5656e-07 - acc: 1.000 - ETA: 4s - loss: 2.7310e-06 - acc: 1.000 - ETA: 4s - loss: 2.3232e-06 - acc: 1.000 - ETA: 4s - loss: 1.9967e-06 - acc: 1.000 - ETA: 4s - loss: 1.8140e-06 - acc: 1.000 - ETA: 4s - loss: 1.8123e-06 - acc: 1.000 - ETA: 4s - loss: 1.6356e-06 - acc: 1.000 - ETA: 4s - loss: 1.4981e-06 - acc: 1.000 - ETA: 4s - loss: 1.3846e-06 - acc: 1.000 - ETA: 4s - loss: 1.2847e-06 - acc: 1.000 - ETA: 4s - loss: 1.2188e-06 - acc: 1.000 - ETA: 4s - loss: 1.1421e-06 - acc: 1.000 - ETA: 4s - loss: 1.1076e-06 - acc: 1.000 - ETA: 4s - loss: 1.0481e-06 - acc: 1.000 - ETA: 4s - loss: 1.0128e-06 - acc: 1.000 - ETA: 4s - loss: 9.6312e-07 - acc: 1.000 - ETA: 3s - loss: 9.1902e-07 - acc: 1.000 - ETA: 3s - loss: 8.8987e-07 - acc: 1.000 - ETA: 3s - loss: 8.5317e-07 - acc: 1.000 - ETA: 3s - loss: 4.0633e-06 - acc: 1.000 - ETA: 3s - loss: 3.8900e-06 - acc: 1.000 - ETA: 3s - loss: 3.7383e-06 - acc: 1.000 - ETA: 3s - loss: 3.5921e-06 - acc: 1.000 - ETA: 3s - loss: 4.2826e-06 - acc: 1.000 - ETA: 3s - loss: 4.1648e-06 - acc: 1.000 - ETA: 3s - loss: 4.0177e-06 - acc: 1.000 - ETA: 3s - loss: 0.0047 - acc: 0.9996 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - 5s 790us/step - loss: 0.0131 - acc: 0.9991 - val_loss: 1.6100 - val_acc: 0.8443 Epoch 01349: val_loss did not improve from 0.55729 Epoch 1350/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3213e-07 - acc: 1.000 - ETA: 5s - loss: 1.0675e-05 - acc: 1.000 - ETA: 5s - loss: 6.8327e-06 - acc: 1.000 - ETA: 5s - loss: 4.6065e-06 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0428 - acc: 0.995 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0318 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 802us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.6207 - val_acc: 0.8419 Epoch 01350: val_loss did not improve from 0.55729 Epoch 1351/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3511e-07 - acc: 1.000 - ETA: 4s - loss: 4.1218e-06 - acc: 1.000 - ETA: 5s - loss: 2.6812e-06 - acc: 1.000 - ETA: 4s - loss: 5.7069e-05 - acc: 1.000 - ETA: 4s - loss: 5.4187e-05 - acc: 1.000 - ETA: 4s - loss: 4.5650e-05 - acc: 1.000 - ETA: 4s - loss: 3.7760e-05 - acc: 1.000 - ETA: 4s - loss: 3.3439e-05 - acc: 1.000 - ETA: 4s - loss: 3.0000e-05 - acc: 1.000 - ETA: 4s - loss: 2.6382e-05 - acc: 1.000 - ETA: 4s - loss: 2.4200e-05 - acc: 1.000 - ETA: 4s - loss: 2.1792e-05 - acc: 1.000 - ETA: 4s - loss: 2.0325e-05 - acc: 1.000 - ETA: 4s - loss: 1.9113e-05 - acc: 1.000 - ETA: 4s - loss: 1.7997e-05 - acc: 1.000 - ETA: 4s - loss: 1.6721e-05 - acc: 1.000 - ETA: 4s - loss: 1.5599e-05 - acc: 1.000 - ETA: 4s - loss: 1.4850e-05 - acc: 1.000 - ETA: 4s - loss: 1.4839e-05 - acc: 1.000 - ETA: 4s - loss: 1.4199e-05 - acc: 1.000 - ETA: 4s - loss: 1.3427e-05 - acc: 1.000 - ETA: 4s - loss: 1.2902e-05 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9994 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 797us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5858 - val_acc: 0.8479 Epoch 01351: val_loss did not improve from 0.55729 Epoch 1352/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5348e-06 - acc: 1.000 - ETA: 4s - loss: 4.0412e-07 - acc: 1.000 - ETA: 5s - loss: 2.9840e-07 - acc: 1.000 - ETA: 4s - loss: 2.4811e-07 - acc: 1.000 - ETA: 4s - loss: 2.4061e-07 - acc: 1.000 - ETA: 4s - loss: 2.2666e-07 - acc: 1.000 - ETA: 4s - loss: 4.8918e-07 - acc: 1.000 - ETA: 4s - loss: 1.8378e-06 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9983 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 791us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6152 - val_acc: 0.8419 Epoch 01352: val_loss did not improve from 0.55729 Epoch 1353/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8688e-04 - acc: 1.000 - ETA: 4s - loss: 3.7564e-05 - acc: 1.000 - ETA: 4s - loss: 2.0922e-05 - acc: 1.000 - ETA: 4s - loss: 1.4521e-05 - acc: 1.000 - ETA: 4s - loss: 1.1825e-05 - acc: 1.000 - ETA: 4s - loss: 9.5165e-06 - acc: 1.000 - ETA: 4s - loss: 8.1172e-06 - acc: 1.000 - ETA: 4s - loss: 7.0084e-06 - acc: 1.000 - ETA: 4s - loss: 1.3698e-05 - acc: 1.000 - ETA: 4s - loss: 1.3978e-05 - acc: 1.000 - ETA: 4s - loss: 1.2599e-05 - acc: 1.000 - ETA: 4s - loss: 1.1728e-05 - acc: 1.000 - ETA: 4s - loss: 0.0172 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - 5s 791us/step - loss: 0.0083 - acc: 0.9993 - val_loss: 1.5156 - val_acc: 0.8419 Epoch 01353: val_loss did not improve from 0.55729 Epoch 1354/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2972e-07 - acc: 1.000 - ETA: 5s - loss: 2.7072e-06 - acc: 1.000 - ETA: 4s - loss: 1.8897e-06 - acc: 1.000 - ETA: 4s - loss: 1.5246e-06 - acc: 1.000 - ETA: 4s - loss: 1.2451e-06 - acc: 1.000 - ETA: 4s - loss: 1.0580e-06 - acc: 1.000 - ETA: 4s - loss: 9.5390e-07 - acc: 1.000 - ETA: 4s - loss: 8.4619e-07 - acc: 1.000 - ETA: 4s - loss: 8.1659e-07 - acc: 1.000 - ETA: 4s - loss: 7.4521e-07 - acc: 1.000 - ETA: 4s - loss: 7.1248e-07 - acc: 1.000 - ETA: 4s - loss: 6.8384e-07 - acc: 1.000 - ETA: 4s - loss: 9.7428e-07 - acc: 1.000 - ETA: 4s - loss: 9.4394e-07 - acc: 1.000 - ETA: 4s - loss: 9.0772e-07 - acc: 1.000 - ETA: 4s - loss: 8.5752e-07 - acc: 1.000 - ETA: 4s - loss: 9.3294e-07 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.9993 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.999 - ETA: 1s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 795us/step - loss: 0.0138 - acc: 0.9990 - val_loss: 1.5768 - val_acc: 0.8455 Epoch 01354: val_loss did not improve from 0.55729 Epoch 1355/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.7432e-06 - acc: 1.000 - ETA: 4s - loss: 1.6446e-06 - acc: 1.000 - ETA: 4s - loss: 9.7361e-07 - acc: 1.000 - ETA: 4s - loss: 7.6199e-07 - acc: 1.000 - ETA: 4s - loss: 6.0130e-07 - acc: 1.000 - ETA: 4s - loss: 5.2991e-07 - acc: 1.000 - ETA: 4s - loss: 7.7757e-05 - acc: 1.000 - ETA: 4s - loss: 6.9138e-05 - acc: 1.000 - ETA: 4s - loss: 6.0613e-05 - acc: 1.000 - ETA: 4s - loss: 5.3706e-05 - acc: 1.000 - ETA: 4s - loss: 4.8210e-05 - acc: 1.000 - ETA: 4s - loss: 4.4808e-05 - acc: 1.000 - ETA: 4s - loss: 4.1017e-05 - acc: 1.000 - ETA: 4s - loss: 3.7745e-05 - acc: 1.000 - ETA: 4s - loss: 3.4959e-05 - acc: 1.000 - ETA: 4s - loss: 3.2559e-05 - acc: 1.000 - ETA: 4s - loss: 3.0466e-05 - acc: 1.000 - ETA: 4s - loss: 0.0124 - acc: 0.9992 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 789us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5968 - val_acc: 0.8467 Epoch 01355: val_loss did not improve from 0.55729 Epoch 1356/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4452e-07 - acc: 1.000 - ETA: 5s - loss: 2.5630e-07 - acc: 1.000 - ETA: 5s - loss: 2.2203e-07 - acc: 1.000 - ETA: 4s - loss: 1.9632e-07 - acc: 1.000 - ETA: 4s - loss: 1.8090e-07 - acc: 1.000 - ETA: 4s - loss: 1.8348e-07 - acc: 1.000 - ETA: 4s - loss: 1.7407e-07 - acc: 1.000 - ETA: 4s - loss: 1.6853e-07 - acc: 1.000 - ETA: 4s - loss: 1.6418e-07 - acc: 1.000 - ETA: 4s - loss: 1.5991e-07 - acc: 1.000 - ETA: 4s - loss: 1.5604e-07 - acc: 1.000 - ETA: 4s - loss: 3.2689e-05 - acc: 1.000 - ETA: 4s - loss: 3.0695e-05 - acc: 1.000 - ETA: 4s - loss: 2.8397e-05 - acc: 1.000 - ETA: 4s - loss: 2.6413e-05 - acc: 1.000 - ETA: 4s - loss: 2.4689e-05 - acc: 1.000 - ETA: 4s - loss: 2.3537e-05 - acc: 1.000 - ETA: 4s - loss: 2.2160e-05 - acc: 1.000 - ETA: 4s - loss: 2.1130e-05 - acc: 1.000 - ETA: 4s - loss: 2.0291e-05 - acc: 1.000 - ETA: 3s - loss: 1.9270e-05 - acc: 1.000 - ETA: 3s - loss: 1.8347e-05 - acc: 1.000 - ETA: 3s - loss: 1.7509e-05 - acc: 1.000 - ETA: 3s - loss: 1.6745e-05 - acc: 1.000 - ETA: 3s - loss: 1.6215e-05 - acc: 1.000 - ETA: 3s - loss: 1.5562e-05 - acc: 1.000 - ETA: 3s - loss: 1.4980e-05 - acc: 1.000 - ETA: 3s - loss: 1.4556e-05 - acc: 1.000 - ETA: 3s - loss: 1.4036e-05 - acc: 1.000 - ETA: 3s - loss: 3.9793e-04 - acc: 0.999 - ETA: 3s - loss: 3.8434e-04 - acc: 0.999 - ETA: 3s - loss: 3.7163e-04 - acc: 0.999 - ETA: 3s - loss: 3.6265e-04 - acc: 0.999 - ETA: 3s - loss: 3.5132e-04 - acc: 0.999 - ETA: 3s - loss: 3.4067e-04 - acc: 0.999 - ETA: 3s - loss: 3.3066e-04 - acc: 0.999 - ETA: 2s - loss: 3.2121e-04 - acc: 0.999 - ETA: 2s - loss: 3.1230e-04 - acc: 0.999 - ETA: 2s - loss: 3.0592e-04 - acc: 0.999 - ETA: 2s - loss: 2.9783e-04 - acc: 0.999 - ETA: 2s - loss: 2.9014e-04 - acc: 0.999 - ETA: 2s - loss: 2.8464e-04 - acc: 0.999 - ETA: 2s - loss: 2.7761e-04 - acc: 0.999 - ETA: 2s - loss: 2.7093e-04 - acc: 0.999 - ETA: 2s - loss: 2.6456e-04 - acc: 0.999 - ETA: 2s - loss: 2.5998e-04 - acc: 0.999 - ETA: 2s - loss: 2.5410e-04 - acc: 0.999 - ETA: 2s - loss: 2.4849e-04 - acc: 0.999 - ETA: 2s - loss: 2.4313e-04 - acc: 0.999 - ETA: 2s - loss: 2.3925e-04 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.9995 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - 5s 792us/step - loss: 0.0073 - acc: 0.9990 - val_loss: 1.5860 - val_acc: 0.8443 Epoch 01356: val_loss did not improve from 0.55729 Epoch 1357/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2187e-07 - acc: 1.000 - ETA: 4s - loss: 0.1300 - acc: 0.9900 - ETA: 4s - loss: 0.0722 - acc: 0.994 - ETA: 4s - loss: 0.0500 - acc: 0.996 - ETA: 4s - loss: 0.0382 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 791us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.5229 - val_acc: 0.8431 Epoch 01357: val_loss did not improve from 0.55729 Epoch 1358/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4544e-07 - acc: 1.000 - ETA: 5s - loss: 5.8356e-06 - acc: 1.000 - ETA: 4s - loss: 3.9326e-06 - acc: 1.000 - ETA: 4s - loss: 2.9929e-06 - acc: 1.000 - ETA: 4s - loss: 2.4184e-06 - acc: 1.000 - ETA: 4s - loss: 2.1185e-06 - acc: 1.000 - ETA: 4s - loss: 1.8235e-06 - acc: 1.000 - ETA: 4s - loss: 1.6251e-06 - acc: 1.000 - ETA: 4s - loss: 1.4531e-06 - acc: 1.000 - ETA: 4s - loss: 1.3479e-06 - acc: 1.000 - ETA: 4s - loss: 1.2721e-06 - acc: 1.000 - ETA: 4s - loss: 1.1729e-06 - acc: 1.000 - ETA: 4s - loss: 1.1084e-06 - acc: 1.000 - ETA: 4s - loss: 1.0734e-06 - acc: 1.000 - ETA: 4s - loss: 1.0064e-06 - acc: 1.000 - ETA: 4s - loss: 1.3021e-06 - acc: 1.000 - ETA: 4s - loss: 1.2431e-06 - acc: 1.000 - ETA: 4s - loss: 2.7018e-05 - acc: 1.000 - ETA: 4s - loss: 2.5530e-05 - acc: 1.000 - ETA: 3s - loss: 2.4196e-05 - acc: 1.000 - ETA: 3s - loss: 2.4583e-05 - acc: 1.000 - ETA: 3s - loss: 2.3700e-05 - acc: 1.000 - ETA: 3s - loss: 2.2626e-05 - acc: 1.000 - ETA: 3s - loss: 2.1638e-05 - acc: 1.000 - ETA: 3s - loss: 2.0753e-05 - acc: 1.000 - ETA: 3s - loss: 1.9929e-05 - acc: 1.000 - ETA: 3s - loss: 1.9347e-05 - acc: 1.000 - ETA: 3s - loss: 1.8623e-05 - acc: 1.000 - ETA: 3s - loss: 1.7952e-05 - acc: 1.000 - ETA: 3s - loss: 1.7386e-05 - acc: 1.000 - ETA: 3s - loss: 1.7006e-05 - acc: 1.000 - ETA: 3s - loss: 3.4615e-05 - acc: 1.000 - ETA: 3s - loss: 3.3710e-05 - acc: 1.000 - ETA: 3s - loss: 3.2669e-05 - acc: 1.000 - ETA: 3s - loss: 3.1690e-05 - acc: 1.000 - ETA: 3s - loss: 3.1271e-05 - acc: 1.000 - ETA: 2s - loss: 3.0404e-05 - acc: 1.000 - ETA: 2s - loss: 2.9564e-05 - acc: 1.000 - ETA: 2s - loss: 2.8769e-05 - acc: 1.000 - ETA: 2s - loss: 2.8028e-05 - acc: 1.000 - ETA: 2s - loss: 2.7488e-05 - acc: 1.000 - ETA: 2s - loss: 2.6800e-05 - acc: 1.000 - ETA: 2s - loss: 0.0030 - acc: 0.9997 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 791us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.5637 - val_acc: 0.8395 Epoch 01358: val_loss did not improve from 0.55729 Epoch 1359/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1681e-07 - acc: 1.000 - ETA: 5s - loss: 1.2275e-06 - acc: 1.000 - ETA: 5s - loss: 8.2449e-07 - acc: 1.000 - ETA: 4s - loss: 1.0290e-04 - acc: 1.000 - ETA: 4s - loss: 8.1569e-05 - acc: 1.000 - ETA: 4s - loss: 7.0463e-05 - acc: 1.000 - ETA: 4s - loss: 5.9641e-05 - acc: 1.000 - ETA: 4s - loss: 5.1864e-05 - acc: 1.000 - ETA: 4s - loss: 4.5778e-05 - acc: 1.000 - ETA: 4s - loss: 4.1378e-05 - acc: 1.000 - ETA: 4s - loss: 3.8487e-05 - acc: 1.000 - ETA: 4s - loss: 3.5078e-05 - acc: 1.000 - ETA: 4s - loss: 3.2894e-05 - acc: 1.000 - ETA: 4s - loss: 3.0373e-05 - acc: 1.000 - ETA: 4s - loss: 2.8215e-05 - acc: 1.000 - ETA: 4s - loss: 2.6390e-05 - acc: 1.000 - ETA: 4s - loss: 2.5142e-05 - acc: 1.000 - ETA: 4s - loss: 2.3649e-05 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9993 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 792us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.5981 - val_acc: 0.8443 Epoch 01359: val_loss did not improve from 0.55729 Epoch 1360/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3484e-05 - acc: 1.000 - ETA: 5s - loss: 6.8179e-06 - acc: 1.000 - ETA: 4s - loss: 4.6267e-06 - acc: 1.000 - ETA: 4s - loss: 1.2891e-05 - acc: 1.000 - ETA: 4s - loss: 1.0351e-05 - acc: 1.000 - ETA: 4s - loss: 1.8196e-05 - acc: 1.000 - ETA: 4s - loss: 1.5530e-05 - acc: 1.000 - ETA: 4s - loss: 1.3774e-05 - acc: 1.000 - ETA: 4s - loss: 1.2223e-05 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - 5s 791us/step - loss: 0.0078 - acc: 0.9994 - val_loss: 1.6247 - val_acc: 0.8551 Epoch 01360: val_loss did not improve from 0.55729 Epoch 1361/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 1.8502e-07 - acc: 1.000 - ETA: 4s - loss: 1.8083e-04 - acc: 1.000 - ETA: 4s - loss: 1.4473e-04 - acc: 1.000 - ETA: 4s - loss: 1.2587e-04 - acc: 1.000 - ETA: 4s - loss: 1.0726e-04 - acc: 1.000 - ETA: 4s - loss: 9.3435e-05 - acc: 1.000 - ETA: 4s - loss: 8.5236e-05 - acc: 1.000 - ETA: 4s - loss: 7.6342e-05 - acc: 1.000 - ETA: 4s - loss: 6.9210e-05 - acc: 1.000 - ETA: 4s - loss: 0.0176 - acc: 0.9989 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 794us/step - loss: 0.0122 - acc: 0.9993 - val_loss: 1.5430 - val_acc: 0.8515 Epoch 01361: val_loss did not improve from 0.55729 Epoch 1362/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 1.4404e-07 - acc: 1.000 - ETA: 4s - loss: 1.3784e-07 - acc: 1.000 - ETA: 4s - loss: 1.3552e-07 - acc: 1.000 - ETA: 4s - loss: 1.3476e-07 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9981 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 795us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.6336 - val_acc: 0.8491 Epoch 01362: val_loss did not improve from 0.55729 Epoch 1363/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.7323e-07 - acc: 1.000 - ETA: 4s - loss: 1.6317e-07 - acc: 1.000 - ETA: 4s - loss: 4.6250e-07 - acc: 1.000 - ETA: 4s - loss: 1.6280e-05 - acc: 1.000 - ETA: 4s - loss: 1.3519e-05 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9981 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0016 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 793us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.6309 - val_acc: 0.8455 Epoch 01363: val_loss did not improve from 0.55729 Epoch 1364/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0378 - acc: 0.996 - ETA: 4s - loss: 0.0555 - acc: 0.995 - ETA: 4s - loss: 0.0498 - acc: 0.996 - ETA: 4s - loss: 0.0452 - acc: 0.996 - ETA: 4s - loss: 0.0422 - acc: 0.996 - ETA: 4s - loss: 0.0388 - acc: 0.997 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0302 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 2s - loss: 0.0254 - acc: 0.998 - ETA: 2s - loss: 0.0247 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 790us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.5809 - val_acc: 0.8491 Epoch 01364: val_loss did not improve from 0.55729 Epoch 1365/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.5348e-07 - acc: 1.000 - ETA: 5s - loss: 2.2189e-07 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0548 - acc: 0.995 - ETA: 4s - loss: 0.0464 - acc: 0.996 - ETA: 4s - loss: 0.0402 - acc: 0.996 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 793us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5950 - val_acc: 0.8419 Epoch 01365: val_loss did not improve from 0.55729 Epoch 1366/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 793us/step - loss: 0.0106 - acc: 0.9993 - val_loss: 1.6631 - val_acc: 0.8419 Epoch 01366: val_loss did not improve from 0.55729 Epoch 1367/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5616e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 5s - loss: 1.3833e-07 - acc: 1.000 - ETA: 4s - loss: 8.2511e-06 - acc: 1.000 - ETA: 4s - loss: 1.3151e-05 - acc: 1.000 - ETA: 4s - loss: 1.0906e-05 - acc: 1.000 - ETA: 4s - loss: 1.2995e-05 - acc: 1.000 - ETA: 4s - loss: 1.1384e-05 - acc: 1.000 - ETA: 4s - loss: 1.0392e-05 - acc: 1.000 - ETA: 4s - loss: 9.3111e-06 - acc: 1.000 - ETA: 4s - loss: 8.4357e-06 - acc: 1.000 - ETA: 4s - loss: 7.8814e-06 - acc: 1.000 - ETA: 4s - loss: 7.2478e-06 - acc: 1.000 - ETA: 4s - loss: 6.7157e-06 - acc: 1.000 - ETA: 4s - loss: 6.2604e-06 - acc: 1.000 - ETA: 4s - loss: 5.9534e-06 - acc: 1.000 - ETA: 4s - loss: 5.5888e-06 - acc: 1.000 - ETA: 4s - loss: 5.4097e-06 - acc: 1.000 - ETA: 4s - loss: 5.1445e-06 - acc: 1.000 - ETA: 4s - loss: 4.8769e-06 - acc: 1.000 - ETA: 3s - loss: 4.6361e-06 - acc: 1.000 - ETA: 3s - loss: 4.4732e-06 - acc: 1.000 - ETA: 3s - loss: 4.2709e-06 - acc: 1.000 - ETA: 3s - loss: 4.0863e-06 - acc: 1.000 - ETA: 3s - loss: 3.9328e-06 - acc: 1.000 - ETA: 3s - loss: 3.8148e-06 - acc: 1.000 - ETA: 3s - loss: 3.6690e-06 - acc: 1.000 - ETA: 3s - loss: 3.5463e-06 - acc: 1.000 - ETA: 3s - loss: 3.4511e-06 - acc: 1.000 - ETA: 3s - loss: 3.3651e-06 - acc: 1.000 - ETA: 3s - loss: 3.2552e-06 - acc: 1.000 - ETA: 3s - loss: 3.1507e-06 - acc: 1.000 - ETA: 3s - loss: 3.0783e-06 - acc: 1.000 - ETA: 3s - loss: 2.9851e-06 - acc: 1.000 - ETA: 3s - loss: 2.8975e-06 - acc: 1.000 - ETA: 3s - loss: 2.8371e-06 - acc: 1.000 - ETA: 3s - loss: 2.7604e-06 - acc: 1.000 - ETA: 2s - loss: 0.0057 - acc: 0.9996 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 793us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.5224 - val_acc: 0.8587 Epoch 01367: val_loss did not improve from 0.55729 Epoch 1368/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 1.2914e-07 - acc: 1.000 - ETA: 4s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9974 - ETA: 4s - loss: 0.0097 - acc: 0.997 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 5s 794us/step - loss: 0.0111 - acc: 0.9987 - val_loss: 1.5070 - val_acc: 0.8539 Epoch 01368: val_loss did not improve from 0.55729 Epoch 1369/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 6.9620e-07 - acc: 1.000 - ETA: 5s - loss: 7.7190e-07 - acc: 1.000 - ETA: 4s - loss: 5.5433e-07 - acc: 1.000 - ETA: 4s - loss: 4.4555e-07 - acc: 1.000 - ETA: 4s - loss: 4.0093e-07 - acc: 1.000 - ETA: 4s - loss: 3.5323e-07 - acc: 1.000 - ETA: 4s - loss: 3.2739e-07 - acc: 1.000 - ETA: 4s - loss: 3.0915e-07 - acc: 1.000 - ETA: 4s - loss: 4.9904e-06 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9987 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 807us/step - loss: 0.0108 - acc: 0.9993 - val_loss: 1.5841 - val_acc: 0.8575 Epoch 01369: val_loss did not improve from 0.55729 Epoch 1370/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 4.5077e-07 - acc: 1.000 - ETA: 5s - loss: 4.2374e-07 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 6s 835us/step - loss: 0.0097 - acc: 0.9993 - val_loss: 1.6385 - val_acc: 0.8383 Epoch 01370: val_loss did not improve from 0.55729 Epoch 1371/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 8.8048e-07 - acc: 1.000 - ETA: 5s - loss: 6.5210e-07 - acc: 1.000 - ETA: 5s - loss: 8.4229e-07 - acc: 1.000 - ETA: 5s - loss: 7.4751e-07 - acc: 1.000 - ETA: 5s - loss: 6.4830e-07 - acc: 1.000 - ETA: 5s - loss: 1.6216e-06 - acc: 1.000 - ETA: 5s - loss: 1.4413e-06 - acc: 1.000 - ETA: 5s - loss: 1.3119e-06 - acc: 1.000 - ETA: 5s - loss: 1.1965e-06 - acc: 1.000 - ETA: 5s - loss: 1.1032e-06 - acc: 1.000 - ETA: 5s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 6s 877us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.5751 - val_acc: 0.8515 Epoch 01371: val_loss did not improve from 0.55729 Epoch 1372/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.7253e-07 - acc: 1.000 - ETA: 5s - loss: 1.8403e-07 - acc: 1.000 - ETA: 5s - loss: 1.5625e-07 - acc: 1.000 - ETA: 5s - loss: 2.8934e-06 - acc: 1.000 - ETA: 5s - loss: 2.2541e-06 - acc: 1.000 - ETA: 5s - loss: 3.9895e-06 - acc: 1.000 - ETA: 5s - loss: 3.3798e-06 - acc: 1.000 - ETA: 5s - loss: 2.9368e-06 - acc: 1.000 - ETA: 5s - loss: 3.4795e-06 - acc: 1.000 - ETA: 5s - loss: 3.2857e-06 - acc: 1.000 - ETA: 5s - loss: 3.0218e-06 - acc: 1.000 - ETA: 5s - loss: 2.7659e-06 - acc: 1.000 - ETA: 5s - loss: 2.5548e-06 - acc: 1.000 - ETA: 5s - loss: 2.3721e-06 - acc: 1.000 - ETA: 5s - loss: 2.2150e-06 - acc: 1.000 - ETA: 5s - loss: 2.0879e-06 - acc: 1.000 - ETA: 5s - loss: 2.0289e-06 - acc: 1.000 - ETA: 4s - loss: 1.9188e-06 - acc: 1.000 - ETA: 4s - loss: 1.8220e-06 - acc: 1.000 - ETA: 4s - loss: 1.7352e-06 - acc: 1.000 - ETA: 4s - loss: 1.6604e-06 - acc: 1.000 - ETA: 4s - loss: 1.5881e-06 - acc: 1.000 - ETA: 4s - loss: 1.5225e-06 - acc: 1.000 - ETA: 4s - loss: 1.4624e-06 - acc: 1.000 - ETA: 4s - loss: 1.4072e-06 - acc: 1.000 - ETA: 4s - loss: 1.3564e-06 - acc: 1.000 - ETA: 4s - loss: 1.3166e-06 - acc: 1.000 - ETA: 4s - loss: 1.2731e-06 - acc: 1.000 - ETA: 4s - loss: 1.2330e-06 - acc: 1.000 - ETA: 4s - loss: 1.1951e-06 - acc: 1.000 - ETA: 4s - loss: 1.1597e-06 - acc: 1.000 - ETA: 4s - loss: 1.1265e-06 - acc: 1.000 - ETA: 4s - loss: 1.1231e-06 - acc: 1.000 - ETA: 4s - loss: 1.0930e-06 - acc: 1.000 - ETA: 4s - loss: 1.0646e-06 - acc: 1.000 - ETA: 3s - loss: 1.0379e-06 - acc: 1.000 - ETA: 3s - loss: 1.0126e-06 - acc: 1.000 - ETA: 3s - loss: 9.8870e-07 - acc: 1.000 - ETA: 3s - loss: 9.6607e-07 - acc: 1.000 - ETA: 3s - loss: 9.6055e-07 - acc: 1.000 - ETA: 3s - loss: 9.6304e-07 - acc: 1.000 - ETA: 3s - loss: 9.5116e-07 - acc: 1.000 - ETA: 3s - loss: 9.3150e-07 - acc: 1.000 - ETA: 3s - loss: 9.1404e-07 - acc: 1.000 - ETA: 3s - loss: 1.6211e-06 - acc: 1.000 - ETA: 3s - loss: 1.5879e-06 - acc: 1.000 - ETA: 3s - loss: 1.5567e-06 - acc: 1.000 - ETA: 3s - loss: 1.5372e-06 - acc: 1.000 - ETA: 3s - loss: 1.5196e-06 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 0.9997 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - 6s 883us/step - loss: 0.0086 - acc: 0.9993 - val_loss: 1.6142 - val_acc: 0.8551 Epoch 01372: val_loss did not improve from 0.55729 Epoch 1373/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2252e-07 - acc: 1.000 - ETA: 4s - loss: 2.0862e-07 - acc: 1.000 - ETA: 4s - loss: 1.8898e-07 - acc: 1.000 - ETA: 4s - loss: 2.1500e-07 - acc: 1.000 - ETA: 4s - loss: 2.0303e-07 - acc: 1.000 - ETA: 4s - loss: 1.9394e-07 - acc: 1.000 - ETA: 4s - loss: 1.8746e-07 - acc: 1.000 - ETA: 4s - loss: 1.9624e-07 - acc: 1.000 - ETA: 4s - loss: 2.4198e-07 - acc: 1.000 - ETA: 4s - loss: 2.2970e-07 - acc: 1.000 - ETA: 4s - loss: 3.0378e-07 - acc: 1.000 - ETA: 4s - loss: 2.8902e-07 - acc: 1.000 - ETA: 4s - loss: 2.7927e-07 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 792us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.6000 - val_acc: 0.8527 Epoch 01373: val_loss did not improve from 0.55729 Epoch 1374/2000 6680/6680 [==============================] - ETA: 6s - loss: 6.3181e-07 - acc: 1.000 - ETA: 5s - loss: 2.3425e-07 - acc: 1.000 - ETA: 5s - loss: 1.9111e-07 - acc: 1.000 - ETA: 5s - loss: 1.6714e-07 - acc: 1.000 - ETA: 5s - loss: 1.5756e-07 - acc: 1.000 - ETA: 5s - loss: 1.7832e-07 - acc: 1.000 - ETA: 5s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.6354e-07 - acc: 1.000 - ETA: 5s - loss: 1.5873e-07 - acc: 1.000 - ETA: 4s - loss: 2.7347e-06 - acc: 1.000 - ETA: 4s - loss: 2.4358e-06 - acc: 1.000 - ETA: 4s - loss: 2.2036e-06 - acc: 1.000 - ETA: 4s - loss: 2.0614e-06 - acc: 1.000 - ETA: 4s - loss: 1.8925e-06 - acc: 1.000 - ETA: 4s - loss: 1.7506e-06 - acc: 1.000 - ETA: 4s - loss: 1.6343e-06 - acc: 1.000 - ETA: 4s - loss: 1.5546e-06 - acc: 1.000 - ETA: 4s - loss: 1.4828e-06 - acc: 1.000 - ETA: 4s - loss: 1.4825e-06 - acc: 1.000 - ETA: 4s - loss: 1.4133e-06 - acc: 1.000 - ETA: 4s - loss: 1.3417e-06 - acc: 1.000 - ETA: 4s - loss: 1.2773e-06 - acc: 1.000 - ETA: 4s - loss: 1.2194e-06 - acc: 1.000 - ETA: 3s - loss: 1.1670e-06 - acc: 1.000 - ETA: 3s - loss: 1.1309e-06 - acc: 1.000 - ETA: 3s - loss: 1.0886e-06 - acc: 1.000 - ETA: 3s - loss: 1.0478e-06 - acc: 1.000 - ETA: 3s - loss: 0.0048 - acc: 0.9995 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 798us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.5354 - val_acc: 0.8575 Epoch 01374: val_loss did not improve from 0.55729 Epoch 1375/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.0383e-07 - acc: 1.000 - ETA: 4s - loss: 0.0555 - acc: 0.9958 - ETA: 4s - loss: 0.0416 - acc: 0.996 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0640 - acc: 0.995 - ETA: 4s - loss: 0.0545 - acc: 0.996 - ETA: 4s - loss: 0.0475 - acc: 0.996 - ETA: 4s - loss: 0.0421 - acc: 0.997 - ETA: 4s - loss: 0.0377 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0295 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 3s - loss: 0.0300 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - 5s 799us/step - loss: 0.0136 - acc: 0.9991 - val_loss: 1.6016 - val_acc: 0.8503 Epoch 01375: val_loss did not improve from 0.55729 Epoch 1376/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 4s - loss: 0.1612 - acc: 0.990 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0371 - acc: 0.997 - ETA: 3s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0342 - acc: 0.997 - ETA: 3s - loss: 0.0327 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.998 - ETA: 3s - loss: 0.0293 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 820us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.6098 - val_acc: 0.8491 Epoch 01376: val_loss did not improve from 0.55729 Epoch 1377/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2634e-07 - acc: 1.000 - ETA: 5s - loss: 6.4486e-07 - acc: 1.000 - ETA: 5s - loss: 5.1153e-07 - acc: 1.000 - ETA: 5s - loss: 4.2831e-07 - acc: 1.000 - ETA: 5s - loss: 3.5962e-07 - acc: 1.000 - ETA: 4s - loss: 4.4931e-07 - acc: 1.000 - ETA: 4s - loss: 0.0198 - acc: 0.9979 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0177 - acc: 0.997 - ETA: 3s - loss: 0.0170 - acc: 0.997 - ETA: 3s - loss: 0.0163 - acc: 0.997 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 803us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.5911 - val_acc: 0.8539 Epoch 01377: val_loss did not improve from 0.55729 Epoch 1378/2000 6680/6680 [==============================] - ETA: 4s - loss: 9.2984e-07 - acc: 1.000 - ETA: 5s - loss: 3.2187e-07 - acc: 1.000 - ETA: 5s - loss: 1.5241e-06 - acc: 1.000 - ETA: 4s - loss: 1.2306e-06 - acc: 1.000 - ETA: 4s - loss: 1.9965e-04 - acc: 1.000 - ETA: 4s - loss: 1.7312e-04 - acc: 1.000 - ETA: 4s - loss: 1.4304e-04 - acc: 1.000 - ETA: 4s - loss: 1.2189e-04 - acc: 1.000 - ETA: 4s - loss: 1.0618e-04 - acc: 1.000 - ETA: 4s - loss: 9.7035e-05 - acc: 1.000 - ETA: 4s - loss: 8.8475e-05 - acc: 1.000 - ETA: 4s - loss: 8.0062e-05 - acc: 1.000 - ETA: 4s - loss: 7.4733e-05 - acc: 1.000 - ETA: 4s - loss: 6.8653e-05 - acc: 1.000 - ETA: 4s - loss: 6.3481e-05 - acc: 1.000 - ETA: 4s - loss: 6.0086e-05 - acc: 1.000 - ETA: 4s - loss: 5.6093e-05 - acc: 1.000 - ETA: 4s - loss: 5.2595e-05 - acc: 1.000 - ETA: 4s - loss: 5.0245e-05 - acc: 1.000 - ETA: 4s - loss: 4.7497e-05 - acc: 1.000 - ETA: 3s - loss: 4.4971e-05 - acc: 1.000 - ETA: 3s - loss: 4.3246e-05 - acc: 1.000 - ETA: 3s - loss: 4.1207e-05 - acc: 1.000 - ETA: 3s - loss: 3.9296e-05 - acc: 1.000 - ETA: 3s - loss: 0.0090 - acc: 0.9994 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 794us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.4911 - val_acc: 0.8551 Epoch 01378: val_loss did not improve from 0.55729 Epoch 1379/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7807e-07 - acc: 1.000 - ETA: 5s - loss: 2.2166e-07 - acc: 1.000 - ETA: 4s - loss: 1.8999e-07 - acc: 1.000 - ETA: 4s - loss: 1.8124e-07 - acc: 1.000 - ETA: 4s - loss: 1.8368e-07 - acc: 1.000 - ETA: 4s - loss: 1.9697e-07 - acc: 1.000 - ETA: 4s - loss: 1.8500e-07 - acc: 1.000 - ETA: 4s - loss: 1.7820e-07 - acc: 1.000 - ETA: 4s - loss: 1.7141e-07 - acc: 1.000 - ETA: 4s - loss: 1.7244e-07 - acc: 1.000 - ETA: 4s - loss: 1.7390e-07 - acc: 1.000 - ETA: 4s - loss: 2.1065e-07 - acc: 1.000 - ETA: 4s - loss: 3.0188e-07 - acc: 1.000 - ETA: 4s - loss: 2.9113e-07 - acc: 1.000 - ETA: 4s - loss: 2.7863e-07 - acc: 1.000 - ETA: 4s - loss: 2.7043e-07 - acc: 1.000 - ETA: 4s - loss: 2.6106e-07 - acc: 1.000 - ETA: 4s - loss: 2.5256e-07 - acc: 1.000 - ETA: 4s - loss: 2.4494e-07 - acc: 1.000 - ETA: 4s - loss: 2.3846e-07 - acc: 1.000 - ETA: 3s - loss: 2.3382e-07 - acc: 1.000 - ETA: 3s - loss: 2.3066e-07 - acc: 1.000 - ETA: 3s - loss: 2.2647e-07 - acc: 1.000 - ETA: 3s - loss: 2.2762e-07 - acc: 1.000 - ETA: 3s - loss: 2.2294e-07 - acc: 1.000 - ETA: 3s - loss: 1.6247e-04 - acc: 1.000 - ETA: 3s - loss: 1.5598e-04 - acc: 1.000 - ETA: 3s - loss: 1.5144e-04 - acc: 1.000 - ETA: 3s - loss: 1.4578e-04 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9995 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 5s 794us/step - loss: 0.0081 - acc: 0.9993 - val_loss: 1.4942 - val_acc: 0.8527 Epoch 01379: val_loss did not improve from 0.55729 Epoch 1380/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1591e-07 - acc: 1.000 - ETA: 5s - loss: 2.2932e-05 - acc: 1.000 - ETA: 4s - loss: 1.5344e-05 - acc: 1.000 - ETA: 4s - loss: 1.2299e-05 - acc: 1.000 - ETA: 4s - loss: 9.7452e-06 - acc: 1.000 - ETA: 4s - loss: 1.5285e-04 - acc: 1.000 - ETA: 4s - loss: 1.3068e-04 - acc: 1.000 - ETA: 4s - loss: 1.1328e-04 - acc: 1.000 - ETA: 4s - loss: 9.9968e-05 - acc: 1.000 - ETA: 4s - loss: 9.1969e-05 - acc: 1.000 - ETA: 4s - loss: 1.4105e-04 - acc: 1.000 - ETA: 4s - loss: 1.3144e-04 - acc: 1.000 - ETA: 4s - loss: 1.2050e-04 - acc: 1.000 - ETA: 4s - loss: 1.1124e-04 - acc: 1.000 - ETA: 4s - loss: 1.0545e-04 - acc: 1.000 - ETA: 4s - loss: 9.8319e-05 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9992 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 794us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5426 - val_acc: 0.8527 Epoch 01380: val_loss did not improve from 0.55729 Epoch 1381/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.8567e-05 - acc: 1.000 - ETA: 5s - loss: 1.4353e-05 - acc: 1.000 - ETA: 4s - loss: 9.6081e-06 - acc: 1.000 - ETA: 4s - loss: 7.2754e-06 - acc: 1.000 - ETA: 4s - loss: 6.1484e-06 - acc: 1.000 - ETA: 4s - loss: 5.1013e-06 - acc: 1.000 - ETA: 4s - loss: 3.7050e-05 - acc: 1.000 - ETA: 4s - loss: 3.2321e-05 - acc: 1.000 - ETA: 4s - loss: 2.9481e-05 - acc: 1.000 - ETA: 4s - loss: 2.6392e-05 - acc: 1.000 - ETA: 4s - loss: 4.7507e-05 - acc: 1.000 - ETA: 4s - loss: 4.4348e-05 - acc: 1.000 - ETA: 4s - loss: 4.0737e-05 - acc: 1.000 - ETA: 4s - loss: 3.7822e-05 - acc: 1.000 - ETA: 4s - loss: 3.5314e-05 - acc: 1.000 - ETA: 4s - loss: 3.3560e-05 - acc: 1.000 - ETA: 4s - loss: 3.1471e-05 - acc: 1.000 - ETA: 4s - loss: 3.3180e-05 - acc: 1.000 - ETA: 4s - loss: 2.6877e-04 - acc: 1.000 - ETA: 3s - loss: 2.5464e-04 - acc: 1.000 - ETA: 3s - loss: 2.4191e-04 - acc: 1.000 - ETA: 3s - loss: 2.3046e-04 - acc: 1.000 - ETA: 3s - loss: 2.4510e-04 - acc: 1.000 - ETA: 3s - loss: 2.3434e-04 - acc: 1.000 - ETA: 3s - loss: 2.2686e-04 - acc: 1.000 - ETA: 3s - loss: 2.1763e-04 - acc: 1.000 - ETA: 3s - loss: 2.0910e-04 - acc: 1.000 - ETA: 3s - loss: 2.0125e-04 - acc: 1.000 - ETA: 3s - loss: 1.9394e-04 - acc: 1.000 - ETA: 3s - loss: 1.8879e-04 - acc: 1.000 - ETA: 3s - loss: 2.0561e-04 - acc: 1.000 - ETA: 3s - loss: 1.9882e-04 - acc: 1.000 - ETA: 3s - loss: 1.9401e-04 - acc: 1.000 - ETA: 3s - loss: 1.8795e-04 - acc: 1.000 - ETA: 3s - loss: 1.8226e-04 - acc: 1.000 - ETA: 3s - loss: 7.6103e-04 - acc: 0.999 - ETA: 2s - loss: 7.3930e-04 - acc: 0.999 - ETA: 2s - loss: 7.2402e-04 - acc: 0.999 - ETA: 2s - loss: 7.0432e-04 - acc: 0.999 - ETA: 2s - loss: 6.9024e-04 - acc: 0.999 - ETA: 2s - loss: 6.7232e-04 - acc: 0.999 - ETA: 2s - loss: 6.5531e-04 - acc: 0.999 - ETA: 2s - loss: 6.3913e-04 - acc: 0.999 - ETA: 2s - loss: 6.2751e-04 - acc: 0.999 - ETA: 2s - loss: 6.1267e-04 - acc: 0.999 - ETA: 2s - loss: 6.0198e-04 - acc: 0.999 - ETA: 2s - loss: 5.8831e-04 - acc: 0.999 - ETA: 2s - loss: 5.7946e-04 - acc: 0.999 - ETA: 2s - loss: 5.6680e-04 - acc: 0.999 - ETA: 2s - loss: 5.5468e-04 - acc: 0.999 - ETA: 2s - loss: 5.4310e-04 - acc: 0.999 - ETA: 2s - loss: 5.3196e-04 - acc: 0.999 - ETA: 2s - loss: 5.2134e-04 - acc: 0.999 - ETA: 2s - loss: 5.1360e-04 - acc: 0.999 - ETA: 1s - loss: 5.0364e-04 - acc: 0.999 - ETA: 1s - loss: 4.9405e-04 - acc: 0.999 - ETA: 1s - loss: 4.8710e-04 - acc: 0.999 - ETA: 1s - loss: 4.7823e-04 - acc: 0.999 - ETA: 1s - loss: 4.6957e-04 - acc: 0.999 - ETA: 1s - loss: 4.6123e-04 - acc: 0.999 - ETA: 1s - loss: 4.5523e-04 - acc: 0.999 - ETA: 1s - loss: 4.4738e-04 - acc: 0.999 - ETA: 1s - loss: 4.3980e-04 - acc: 0.999 - ETA: 1s - loss: 4.3428e-04 - acc: 0.999 - ETA: 1s - loss: 4.2714e-04 - acc: 0.999 - ETA: 1s - loss: 4.2022e-04 - acc: 0.999 - ETA: 1s - loss: 4.1518e-04 - acc: 0.999 - ETA: 1s - loss: 4.0865e-04 - acc: 0.999 - ETA: 1s - loss: 4.0388e-04 - acc: 0.999 - ETA: 1s - loss: 3.9817e-04 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.9996 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0034 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - 5s 794us/step - loss: 0.0069 - acc: 0.9993 - val_loss: 1.5402 - val_acc: 0.8479 Epoch 01381: val_loss did not improve from 0.55729 Epoch 1382/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1266e-04 - acc: 1.000 - ETA: 4s - loss: 0.1022 - acc: 0.9900 - ETA: 5s - loss: 0.0639 - acc: 0.993 - ETA: 4s - loss: 0.0426 - acc: 0.995 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0693 - acc: 0.994 - ETA: 4s - loss: 0.0573 - acc: 0.995 - ETA: 4s - loss: 0.0507 - acc: 0.996 - ETA: 4s - loss: 0.0439 - acc: 0.996 - ETA: 4s - loss: 0.0387 - acc: 0.997 - ETA: 4s - loss: 0.0356 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 793us/step - loss: 0.0108 - acc: 0.9993 - val_loss: 1.6615 - val_acc: 0.8431 Epoch 01382: val_loss did not improve from 0.55729 Epoch 1383/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2100e-07 - acc: 1.000 - ETA: 5s - loss: 4.6261e-07 - acc: 1.000 - ETA: 5s - loss: 3.7676e-07 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 796us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.6080 - val_acc: 0.8527 Epoch 01383: val_loss did not improve from 0.55729 Epoch 1384/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.5923e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 794us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.6246 - val_acc: 0.8467 Epoch 01384: val_loss did not improve from 0.55729 Epoch 1385/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.1591e-07 - acc: 1.000 - ETA: 5s - loss: 2.5444e-07 - acc: 1.000 - ETA: 4s - loss: 2.8437e-07 - acc: 1.000 - ETA: 4s - loss: 2.5332e-07 - acc: 1.000 - ETA: 4s - loss: 9.3589e-07 - acc: 1.000 - ETA: 4s - loss: 8.2962e-07 - acc: 1.000 - ETA: 4s - loss: 8.0087e-07 - acc: 1.000 - ETA: 4s - loss: 7.1320e-07 - acc: 1.000 - ETA: 4s - loss: 6.4532e-07 - acc: 1.000 - ETA: 4s - loss: 7.1057e-07 - acc: 1.000 - ETA: 4s - loss: 6.6833e-07 - acc: 1.000 - ETA: 4s - loss: 6.2058e-07 - acc: 1.000 - ETA: 4s - loss: 5.9222e-07 - acc: 1.000 - ETA: 4s - loss: 5.6544e-07 - acc: 1.000 - ETA: 4s - loss: 5.3434e-07 - acc: 1.000 - ETA: 4s - loss: 5.1358e-07 - acc: 1.000 - ETA: 4s - loss: 4.9191e-07 - acc: 1.000 - ETA: 4s - loss: 5.3021e-07 - acc: 1.000 - ETA: 4s - loss: 5.0738e-07 - acc: 1.000 - ETA: 3s - loss: 4.9185e-07 - acc: 1.000 - ETA: 3s - loss: 4.7370e-07 - acc: 1.000 - ETA: 3s - loss: 4.5661e-07 - acc: 1.000 - ETA: 3s - loss: 4.4110e-07 - acc: 1.000 - ETA: 3s - loss: 4.3026e-07 - acc: 1.000 - ETA: 3s - loss: 4.2052e-07 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 801us/step - loss: 0.0151 - acc: 0.9988 - val_loss: 1.5852 - val_acc: 0.8551 Epoch 01385: val_loss did not improve from 0.55729 Epoch 1386/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1279e-07 - acc: 1.000 - ETA: 5s - loss: 1.7919e-07 - acc: 1.000 - ETA: 5s - loss: 2.1788e-06 - acc: 1.000 - ETA: 4s - loss: 1.6933e-06 - acc: 1.000 - ETA: 4s - loss: 1.3959e-06 - acc: 1.000 - ETA: 4s - loss: 1.2325e-06 - acc: 1.000 - ETA: 4s - loss: 1.8749e-06 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - 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acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 797us/step - loss: 0.0132 - acc: 0.9988 - val_loss: 1.5962 - val_acc: 0.8515 Epoch 01386: val_loss did not improve from 0.55729 Epoch 1387/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0041 - acc: 1.0000 - ETA: 5s - loss: 0.0030 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 1.000 - ETA: 5s - loss: 0.0052 - acc: 0.997 - ETA: 4s - loss: 0.0409 - acc: 0.995 - ETA: 4s - loss: 0.0346 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0285 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 795us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.5849 - val_acc: 0.8383 Epoch 01387: val_loss did not improve from 0.55729 Epoch 1388/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 7.1459e-04 - acc: 1.000 - ETA: 4s - loss: 4.7695e-04 - acc: 1.000 - ETA: 4s - loss: 3.5789e-04 - acc: 1.000 - ETA: 4s - loss: 3.0140e-04 - acc: 1.000 - ETA: 4s - loss: 2.6032e-04 - acc: 1.000 - ETA: 4s - loss: 2.2029e-04 - acc: 1.000 - ETA: 4s - loss: 1.9094e-04 - acc: 1.000 - ETA: 4s - loss: 1.7359e-04 - acc: 1.000 - ETA: 4s - loss: 1.5484e-04 - acc: 1.000 - ETA: 4s - loss: 1.4043e-04 - acc: 1.000 - ETA: 4s - loss: 1.2796e-04 - acc: 1.000 - ETA: 4s - loss: 1.1997e-04 - acc: 1.000 - ETA: 4s - loss: 1.1075e-04 - acc: 1.000 - ETA: 4s - loss: 1.0285e-04 - acc: 1.000 - ETA: 4s - loss: 9.7623e-05 - acc: 1.000 - ETA: 4s - loss: 9.1473e-05 - acc: 1.000 - ETA: 4s - loss: 8.6019e-05 - acc: 1.000 - ETA: 4s - loss: 8.1235e-05 - acc: 1.000 - ETA: 4s - loss: 7.6914e-05 - acc: 1.000 - ETA: 3s - loss: 7.3977e-05 - acc: 1.000 - ETA: 3s - loss: 7.0374e-05 - acc: 1.000 - ETA: 3s - loss: 6.7895e-05 - acc: 1.000 - ETA: 3s - loss: 6.4849e-05 - acc: 1.000 - ETA: 3s - loss: 6.2065e-05 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9995 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 792us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5579 - val_acc: 0.8479 Epoch 01388: val_loss did not improve from 0.55729 Epoch 1389/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9372e-07 - acc: 1.000 - ETA: 5s - loss: 1.5974e-07 - acc: 1.000 - ETA: 5s - loss: 7.2276e-06 - acc: 1.000 - ETA: 5s - loss: 5.4510e-06 - acc: 1.000 - ETA: 4s - loss: 4.1229e-06 - acc: 1.000 - ETA: 4s - loss: 3.3222e-06 - acc: 1.000 - ETA: 4s - loss: 2.8975e-06 - acc: 1.000 - ETA: 4s - loss: 2.5246e-06 - acc: 1.000 - ETA: 4s - loss: 2.3034e-06 - acc: 1.000 - ETA: 4s - loss: 5.6701e-06 - acc: 1.000 - ETA: 4s - loss: 5.1008e-06 - acc: 1.000 - ETA: 4s - loss: 4.7455e-06 - acc: 1.000 - ETA: 4s - loss: 4.3460e-06 - acc: 1.000 - ETA: 4s - loss: 4.0086e-06 - acc: 1.000 - ETA: 4s - loss: 3.7205e-06 - acc: 1.000 - ETA: 4s - loss: 5.3439e-06 - acc: 1.000 - ETA: 4s - loss: 1.0471e-05 - acc: 1.000 - ETA: 4s - loss: 9.9668e-06 - acc: 1.000 - ETA: 4s - loss: 2.2233e-05 - acc: 1.000 - ETA: 4s - loss: 2.1021e-05 - acc: 1.000 - ETA: 3s - loss: 1.9936e-05 - acc: 1.000 - ETA: 3s - loss: 1.9193e-05 - acc: 1.000 - ETA: 3s - loss: 9.3225e-05 - acc: 1.000 - ETA: 3s - loss: 8.9001e-05 - acc: 1.000 - ETA: 3s - loss: 8.6071e-05 - acc: 1.000 - ETA: 3s - loss: 8.2452e-05 - acc: 1.000 - ETA: 3s - loss: 7.9169e-05 - acc: 1.000 - ETA: 3s - loss: 7.6852e-05 - acc: 1.000 - ETA: 3s - loss: 0.0127 - acc: 0.9991 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 795us/step - loss: 0.0093 - acc: 0.9993 - val_loss: 1.6209 - val_acc: 0.8479 Epoch 01389: val_loss did not improve from 0.55729 Epoch 1390/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.1412e-05 - acc: 1.000 - ETA: 5s - loss: 1.3758e-05 - acc: 1.000 - ETA: 4s - loss: 9.2146e-06 - acc: 1.000 - ETA: 4s - loss: 6.9438e-06 - acc: 1.000 - ETA: 4s - loss: 5.5788e-06 - acc: 1.000 - ETA: 4s - loss: 8.9132e-06 - acc: 1.000 - ETA: 4s - loss: 7.9389e-06 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9984 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 796us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.5983 - val_acc: 0.8479 Epoch 01390: val_loss did not improve from 0.55729 Epoch 1391/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0415e-07 - acc: 1.000 - ETA: 5s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 3.6955e-07 - acc: 1.000 - ETA: 5s - loss: 4.1999e-07 - acc: 1.000 - ETA: 5s - loss: 3.6359e-07 - acc: 1.000 - ETA: 5s - loss: 3.3159e-07 - acc: 1.000 - ETA: 5s - loss: 3.0263e-07 - acc: 1.000 - ETA: 5s - loss: 6.4342e-07 - acc: 1.000 - ETA: 4s - loss: 5.7611e-07 - acc: 1.000 - ETA: 4s - loss: 5.4415e-07 - acc: 1.000 - ETA: 4s - loss: 5.2431e-07 - acc: 1.000 - ETA: 4s - loss: 7.3631e-07 - acc: 1.000 - ETA: 4s - loss: 7.1738e-07 - acc: 1.000 - ETA: 4s - loss: 6.6767e-07 - acc: 1.000 - ETA: 4s - loss: 6.2466e-07 - acc: 1.000 - ETA: 4s - loss: 5.9669e-07 - acc: 1.000 - ETA: 4s - loss: 6.1381e-07 - acc: 1.000 - ETA: 4s - loss: 5.8218e-07 - acc: 1.000 - ETA: 4s - loss: 6.1112e-07 - acc: 1.000 - ETA: 4s - loss: 5.8372e-07 - acc: 1.000 - ETA: 4s - loss: 5.8175e-07 - acc: 1.000 - ETA: 4s - loss: 1.5262e-06 - acc: 1.000 - ETA: 4s - loss: 1.4549e-06 - acc: 1.000 - ETA: 3s - loss: 1.3907e-06 - acc: 1.000 - ETA: 3s - loss: 1.3477e-06 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 808us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5922 - val_acc: 0.8455 Epoch 01391: val_loss did not improve from 0.55729 Epoch 1392/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.6034e-07 - acc: 1.000 - ETA: 5s - loss: 1.4491e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 4.6135e-07 - acc: 1.000 - ETA: 4s - loss: 3.9089e-07 - acc: 1.000 - ETA: 4s - loss: 3.4546e-07 - acc: 1.000 - ETA: 4s - loss: 3.2276e-07 - acc: 1.000 - ETA: 4s - loss: 3.0459e-07 - acc: 1.000 - ETA: 4s - loss: 2.8278e-07 - acc: 1.000 - ETA: 4s - loss: 2.6556e-07 - acc: 1.000 - ETA: 4s - loss: 0.0177 - acc: 0.9988 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 801us/step - loss: 0.0139 - acc: 0.9990 - val_loss: 1.5793 - val_acc: 0.8491 Epoch 01392: val_loss did not improve from 0.55729 Epoch 1393/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 3.7708e-04 - acc: 1.000 - ETA: 5s - loss: 2.7436e-04 - acc: 1.000 - ETA: 4s - loss: 2.0123e-04 - acc: 1.000 - ETA: 5s - loss: 1.6853e-04 - acc: 1.000 - ETA: 4s - loss: 1.3791e-04 - acc: 1.000 - ETA: 4s - loss: 1.1688e-04 - acc: 1.000 - ETA: 4s - loss: 1.0508e-04 - acc: 1.000 - ETA: 4s - loss: 9.2366e-05 - acc: 1.000 - ETA: 4s - loss: 8.4679e-05 - acc: 1.000 - ETA: 4s - loss: 7.6237e-05 - acc: 1.000 - ETA: 4s - loss: 6.9317e-05 - acc: 1.000 - ETA: 4s - loss: 6.5220e-05 - acc: 1.000 - ETA: 4s - loss: 6.1442e-05 - acc: 1.000 - ETA: 4s - loss: 5.6983e-05 - acc: 1.000 - ETA: 4s - loss: 5.4043e-05 - acc: 1.000 - ETA: 4s - loss: 5.0567e-05 - acc: 1.000 - ETA: 4s - loss: 4.7509e-05 - acc: 1.000 - ETA: 4s - loss: 4.5449e-05 - acc: 1.000 - ETA: 4s - loss: 0.0111 - acc: 0.9993 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 798us/step - loss: 0.0106 - acc: 0.9993 - val_loss: 1.5614 - val_acc: 0.8443 Epoch 01393: val_loss did not improve from 0.55729 Epoch 1394/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2038e-07 - acc: 1.000 - ETA: 5s - loss: 5.2325e-07 - acc: 1.000 - ETA: 5s - loss: 3.8174e-07 - acc: 1.000 - ETA: 4s - loss: 3.1571e-07 - acc: 1.000 - ETA: 4s - loss: 2.7434e-07 - acc: 1.000 - ETA: 4s - loss: 2.5820e-07 - acc: 1.000 - ETA: 4s - loss: 2.5550e-07 - acc: 1.000 - ETA: 4s - loss: 2.3733e-07 - acc: 1.000 - ETA: 4s - loss: 2.2659e-07 - acc: 1.000 - ETA: 4s - loss: 2.1498e-07 - acc: 1.000 - ETA: 4s - loss: 2.0753e-07 - acc: 1.000 - ETA: 4s - loss: 2.0198e-07 - acc: 1.000 - ETA: 4s - loss: 2.0185e-07 - acc: 1.000 - ETA: 4s - loss: 2.0598e-06 - acc: 1.000 - ETA: 4s - loss: 2.3547e-06 - acc: 1.000 - ETA: 4s - loss: 2.4988e-06 - acc: 1.000 - ETA: 4s - loss: 2.3477e-06 - acc: 1.000 - ETA: 4s - loss: 2.8410e-06 - acc: 1.000 - ETA: 4s - loss: 2.7692e-06 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9993 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 795us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6094 - val_acc: 0.8455 Epoch 01394: val_loss did not improve from 0.55729 Epoch 1395/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1334e-06 - acc: 1.000 - ETA: 5s - loss: 1.2399e-06 - acc: 1.000 - ETA: 4s - loss: 9.3335e-07 - acc: 1.000 - ETA: 4s - loss: 2.2099e-06 - acc: 1.000 - ETA: 4s - loss: 1.7917e-06 - acc: 1.000 - ETA: 4s - loss: 1.5130e-06 - acc: 1.000 - ETA: 4s - loss: 2.3155e-06 - acc: 1.000 - ETA: 4s - loss: 2.0426e-06 - acc: 1.000 - ETA: 4s - loss: 1.8808e-06 - acc: 1.000 - ETA: 4s - loss: 1.7280e-06 - acc: 1.000 - ETA: 4s - loss: 1.5948e-06 - acc: 1.000 - ETA: 4s - loss: 1.5076e-06 - acc: 1.000 - ETA: 4s - loss: 1.3968e-06 - acc: 1.000 - ETA: 4s - loss: 1.7077e-06 - acc: 1.000 - ETA: 4s - loss: 1.5981e-06 - acc: 1.000 - ETA: 4s - loss: 1.5255e-06 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9992 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 816us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.5808 - val_acc: 0.8431 Epoch 01395: val_loss did not improve from 0.55729 Epoch 1396/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4757e-06 - acc: 1.000 - ETA: 5s - loss: 0.0610 - acc: 0.9962 - ETA: 5s - loss: 0.0495 - acc: 0.996 - ETA: 5s - loss: 0.0417 - acc: 0.997 - ETA: 5s - loss: 0.0360 - acc: 0.997 - ETA: 5s - loss: 0.0317 - acc: 0.998 - ETA: 5s - loss: 0.0283 - acc: 0.998 - ETA: 5s - loss: 0.0256 - acc: 0.998 - ETA: 5s - loss: 0.0233 - acc: 0.998 - ETA: 5s - loss: 0.0214 - acc: 0.998 - ETA: 5s - loss: 0.0198 - acc: 0.998 - ETA: 5s - loss: 0.0184 - acc: 0.998 - ETA: 5s - loss: 0.0172 - acc: 0.998 - ETA: 5s - loss: 0.0162 - acc: 0.999 - ETA: 5s - loss: 0.0152 - acc: 0.999 - ETA: 5s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 843us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.6471 - val_acc: 0.8371 Epoch 01396: val_loss did not improve from 0.55729 Epoch 1397/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 7.2722e-07 - acc: 1.000 - ETA: 4s - loss: 5.7615e-07 - acc: 1.000 - ETA: 4s - loss: 4.8789e-07 - acc: 1.000 - ETA: 4s - loss: 4.4732e-07 - acc: 1.000 - ETA: 4s - loss: 3.9937e-07 - acc: 1.000 - ETA: 4s - loss: 3.7642e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 798us/step - loss: 0.0118 - acc: 0.9993 - val_loss: 1.6589 - val_acc: 0.8467 Epoch 01397: val_loss did not improve from 0.55729 Epoch 1398/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1124e-06 - acc: 1.000 - ETA: 5s - loss: 1.2782e-06 - acc: 1.000 - ETA: 5s - loss: 1.0843e-06 - acc: 1.000 - ETA: 4s - loss: 8.3014e-07 - acc: 1.000 - ETA: 4s - loss: 6.8063e-07 - acc: 1.000 - ETA: 4s - loss: 6.4471e-07 - acc: 1.000 - ETA: 4s - loss: 3.4774e-06 - acc: 1.000 - ETA: 4s - loss: 3.0477e-06 - acc: 1.000 - ETA: 4s - loss: 2.7815e-06 - acc: 1.000 - ETA: 4s - loss: 2.5454e-06 - acc: 1.000 - ETA: 4s - loss: 2.3161e-06 - acc: 1.000 - ETA: 4s - loss: 2.1663e-06 - acc: 1.000 - ETA: 4s - loss: 5.8150e-06 - acc: 1.000 - ETA: 4s - loss: 5.3772e-06 - acc: 1.000 - ETA: 4s - loss: 5.0910e-06 - acc: 1.000 - ETA: 4s - loss: 4.7586e-06 - acc: 1.000 - ETA: 4s - loss: 4.4643e-06 - acc: 1.000 - ETA: 4s - loss: 4.2668e-06 - acc: 1.000 - ETA: 4s - loss: 4.0529e-06 - acc: 1.000 - ETA: 4s - loss: 3.8403e-06 - acc: 1.000 - ETA: 3s - loss: 0.0103 - acc: 0.9994 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 794us/step - loss: 0.0124 - acc: 0.9991 - val_loss: 1.6225 - val_acc: 0.8431 Epoch 01398: val_loss did not improve from 0.55729 Epoch 1399/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5042e-05 - acc: 1.000 - ETA: 4s - loss: 8.4128e-06 - acc: 1.000 - ETA: 4s - loss: 6.3394e-06 - acc: 1.000 - ETA: 4s - loss: 4.7890e-06 - acc: 1.000 - ETA: 4s - loss: 3.8556e-06 - acc: 1.000 - ETA: 4s - loss: 3.3026e-06 - acc: 1.000 - ETA: 4s - loss: 2.9688e-06 - acc: 1.000 - ETA: 4s - loss: 2.6011e-06 - acc: 1.000 - ETA: 4s - loss: 2.3182e-06 - acc: 1.000 - ETA: 4s - loss: 2.0926e-06 - acc: 1.000 - ETA: 4s - loss: 1.9919e-06 - acc: 1.000 - ETA: 4s - loss: 1.8291e-06 - acc: 1.000 - ETA: 4s - loss: 1.7493e-06 - acc: 1.000 - ETA: 4s - loss: 1.6329e-06 - acc: 1.000 - ETA: 4s - loss: 1.5533e-06 - acc: 1.000 - ETA: 4s - loss: 1.9763e-06 - acc: 1.000 - ETA: 4s - loss: 2.0228e-06 - acc: 1.000 - ETA: 4s - loss: 1.9108e-06 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9993 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - 5s 793us/step - loss: 0.0076 - acc: 0.9988 - val_loss: 1.6270 - val_acc: 0.8491 Epoch 01399: val_loss did not improve from 0.55729 Epoch 1400/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0060 - acc: 1.0000 - ETA: 5s - loss: 0.0033 - acc: 1.000 - ETA: 5s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 794us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5755 - val_acc: 0.8479 Epoch 01400: val_loss did not improve from 0.55729 Epoch 1401/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.1068e-07 - acc: 1.000 - ETA: 5s - loss: 2.8114e-07 - acc: 1.000 - ETA: 4s - loss: 2.8427e-07 - acc: 1.000 - ETA: 4s - loss: 2.9995e-07 - acc: 1.000 - ETA: 4s - loss: 2.7092e-07 - acc: 1.000 - ETA: 4s - loss: 2.5195e-07 - acc: 1.000 - ETA: 4s - loss: 2.3331e-07 - acc: 1.000 - ETA: 4s - loss: 2.1905e-07 - acc: 1.000 - ETA: 4s - loss: 2.0812e-07 - acc: 1.000 - ETA: 4s - loss: 2.0787e-07 - acc: 1.000 - ETA: 4s - loss: 6.9567e-07 - acc: 1.000 - ETA: 4s - loss: 6.4705e-07 - acc: 1.000 - ETA: 4s - loss: 6.0840e-07 - acc: 1.000 - ETA: 4s - loss: 5.8133e-07 - acc: 1.000 - ETA: 4s - loss: 5.4946e-07 - acc: 1.000 - ETA: 4s - loss: 5.2512e-07 - acc: 1.000 - ETA: 4s - loss: 5.0110e-07 - acc: 1.000 - ETA: 4s - loss: 4.9870e-07 - acc: 1.000 - ETA: 4s - loss: 4.8310e-07 - acc: 1.000 - ETA: 3s - loss: 4.6420e-07 - acc: 1.000 - ETA: 3s - loss: 4.5732e-07 - acc: 1.000 - ETA: 3s - loss: 6.0568e-07 - acc: 1.000 - ETA: 3s - loss: 5.9011e-07 - acc: 1.000 - ETA: 3s - loss: 5.6964e-07 - acc: 1.000 - ETA: 3s - loss: 1.2769e-06 - acc: 1.000 - ETA: 3s - loss: 0.0081 - acc: 0.9995 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 791us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.6185 - val_acc: 0.8431 Epoch 01401: val_loss did not improve from 0.55729 Epoch 1402/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.5125e-07 - acc: 1.000 - ETA: 5s - loss: 1.4715e-07 - acc: 1.000 - ETA: 5s - loss: 1.3808e-07 - acc: 1.000 - ETA: 4s - loss: 0.0330 - acc: 0.9969 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - 5s 804us/step - loss: 0.0134 - acc: 0.9991 - val_loss: 1.5854 - val_acc: 0.8527 Epoch 01402: val_loss did not improve from 0.55729 Epoch 1403/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2696e-07 - acc: 1.000 - ETA: 4s - loss: 1.4802e-07 - acc: 1.000 - ETA: 4s - loss: 1.4131e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 1.3908e-07 - acc: 1.000 - ETA: 4s - loss: 1.4040e-07 - acc: 1.000 - ETA: 4s - loss: 1.4613e-07 - acc: 1.000 - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 1.4117e-07 - acc: 1.000 - ETA: 4s - loss: 1.3908e-07 - acc: 1.000 - ETA: 4s - loss: 1.3789e-07 - acc: 1.000 - ETA: 4s - loss: 1.4196e-07 - acc: 1.000 - ETA: 4s - loss: 1.4064e-07 - acc: 1.000 - ETA: 4s - loss: 1.3922e-07 - acc: 1.000 - ETA: 4s - loss: 1.4214e-07 - acc: 1.000 - ETA: 4s - loss: 1.4106e-07 - acc: 1.000 - ETA: 4s - loss: 1.4136e-07 - acc: 1.000 - ETA: 4s - loss: 1.4088e-07 - acc: 1.000 - ETA: 4s - loss: 1.3971e-07 - acc: 1.000 - ETA: 3s - loss: 1.3866e-07 - acc: 1.000 - ETA: 3s - loss: 1.5394e-07 - acc: 1.000 - ETA: 3s - loss: 1.5270e-07 - acc: 1.000 - ETA: 3s - loss: 1.5118e-07 - acc: 1.000 - ETA: 3s - loss: 1.5011e-07 - acc: 1.000 - ETA: 3s - loss: 1.4883e-07 - acc: 1.000 - ETA: 3s - loss: 1.4764e-07 - acc: 1.000 - ETA: 3s - loss: 1.4956e-07 - acc: 1.000 - ETA: 3s - loss: 5.8904e-07 - acc: 1.000 - ETA: 3s - loss: 5.7232e-07 - acc: 1.000 - ETA: 3s - loss: 0.0028 - acc: 0.9996 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 796us/step - loss: 0.0096 - acc: 0.9991 - val_loss: 1.5848 - val_acc: 0.8407 Epoch 01403: val_loss did not improve from 0.55729 Epoch 1404/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0640e-06 - acc: 1.000 - ETA: 5s - loss: 5.9197e-07 - acc: 1.000 - ETA: 4s - loss: 4.3488e-07 - acc: 1.000 - ETA: 4s - loss: 3.8049e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 806us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.6278 - val_acc: 0.8479 Epoch 01404: val_loss did not improve from 0.55729 Epoch 1405/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.7354e-07 - acc: 1.000 - ETA: 5s - loss: 6.9142e-07 - acc: 1.000 - ETA: 5s - loss: 8.9037e-07 - acc: 1.000 - ETA: 5s - loss: 6.8303e-07 - acc: 1.000 - ETA: 4s - loss: 5.7540e-07 - acc: 1.000 - ETA: 4s - loss: 5.0634e-07 - acc: 1.000 - ETA: 4s - loss: 4.5910e-07 - acc: 1.000 - ETA: 4s - loss: 4.0681e-07 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 805us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.6466 - val_acc: 0.8407 Epoch 01405: val_loss did not improve from 0.55729 Epoch 1406/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6242e-07 - acc: 1.000 - ETA: 4s - loss: 1.4802e-07 - acc: 1.000 - ETA: 4s - loss: 8.3421e-04 - acc: 1.000 - ETA: 4s - loss: 7.0252e-04 - acc: 1.000 - ETA: 4s - loss: 5.8036e-04 - acc: 1.000 - ETA: 4s - loss: 0.0303 - acc: 0.9981 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0332 - acc: 0.998 - ETA: 4s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0384 - acc: 0.997 - ETA: 3s - loss: 0.0369 - acc: 0.997 - ETA: 3s - loss: 0.0351 - acc: 0.997 - ETA: 3s - loss: 0.0334 - acc: 0.997 - ETA: 3s - loss: 0.0387 - acc: 0.997 - ETA: 3s - loss: 0.0370 - acc: 0.997 - ETA: 3s - loss: 0.0355 - acc: 0.997 - ETA: 3s - loss: 0.0344 - acc: 0.997 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0319 - acc: 0.997 - ETA: 3s - loss: 0.0310 - acc: 0.997 - ETA: 3s - loss: 0.0299 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 795us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.6634 - val_acc: 0.8395 Epoch 01406: val_loss did not improve from 0.55729 Epoch 1407/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6392e-06 - acc: 1.000 - ETA: 5s - loss: 9.6367e-07 - acc: 1.000 - ETA: 5s - loss: 7.5554e-07 - acc: 1.000 - ETA: 4s - loss: 6.0595e-07 - acc: 1.000 - ETA: 4s - loss: 5.0950e-07 - acc: 1.000 - ETA: 4s - loss: 4.5215e-07 - acc: 1.000 - ETA: 4s - loss: 4.1582e-07 - acc: 1.000 - ETA: 4s - loss: 0.0094 - acc: 0.9984 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 792us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.5344 - val_acc: 0.8455 Epoch 01407: val_loss did not improve from 0.55729 Epoch 1408/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 4s - loss: 0.0895 - acc: 0.994 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0576 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0461 - acc: 0.997 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 791us/step - loss: 0.0107 - acc: 0.9993 - val_loss: 1.5726 - val_acc: 0.8467 Epoch 01408: val_loss did not improve from 0.55729 Epoch 1409/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 5s - loss: 3.0437e-04 - acc: 1.000 - ETA: 5s - loss: 1.5225e-04 - acc: 1.000 - ETA: 4s - loss: 1.0154e-04 - acc: 1.000 - ETA: 4s - loss: 7.6248e-05 - acc: 1.000 - ETA: 4s - loss: 6.4248e-05 - acc: 1.000 - ETA: 4s - loss: 5.3097e-05 - acc: 1.000 - ETA: 4s - loss: 4.5249e-05 - acc: 1.000 - ETA: 4s - loss: 4.0740e-05 - acc: 1.000 - ETA: 4s - loss: 3.5961e-05 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9987 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 795us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.4957 - val_acc: 0.8527 Epoch 01409: val_loss did not improve from 0.55729 Epoch 1410/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4424e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 4s - loss: 1.2964e-07 - acc: 1.000 - ETA: 4s - loss: 1.2703e-07 - acc: 1.000 - ETA: 4s - loss: 1.2580e-07 - acc: 1.000 - ETA: 4s - loss: 1.2465e-07 - acc: 1.000 - ETA: 4s - loss: 1.2462e-07 - acc: 1.000 - ETA: 4s - loss: 1.2392e-07 - acc: 1.000 - ETA: 4s - loss: 1.2350e-07 - acc: 1.000 - ETA: 4s - loss: 1.2305e-07 - acc: 1.000 - ETA: 4s - loss: 1.2277e-07 - acc: 1.000 - ETA: 4s - loss: 1.2245e-07 - acc: 1.000 - ETA: 4s - loss: 1.2262e-07 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9990 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - 5s 795us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.5667 - val_acc: 0.8491 Epoch 01410: val_loss did not improve from 0.55729 Epoch 1411/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3047e-07 - acc: 1.000 - ETA: 4s - loss: 1.2792e-07 - acc: 1.000 - ETA: 4s - loss: 1.3797e-07 - acc: 1.000 - ETA: 4s - loss: 1.3515e-07 - acc: 1.000 - ETA: 4s - loss: 1.3498e-07 - acc: 1.000 - ETA: 4s - loss: 1.3677e-07 - acc: 1.000 - ETA: 4s - loss: 1.3458e-07 - acc: 1.000 - ETA: 4s - loss: 1.3326e-07 - acc: 1.000 - ETA: 4s - loss: 1.3182e-07 - acc: 1.000 - ETA: 4s - loss: 1.3248e-07 - acc: 1.000 - ETA: 4s - loss: 3.1780e-07 - acc: 1.000 - ETA: 4s - loss: 3.0191e-07 - acc: 1.000 - ETA: 4s - loss: 3.0471e-07 - acc: 1.000 - ETA: 4s - loss: 2.9197e-07 - acc: 1.000 - ETA: 4s - loss: 2.8367e-07 - acc: 1.000 - ETA: 4s - loss: 5.5803e-06 - acc: 1.000 - ETA: 4s - loss: 5.2637e-06 - acc: 1.000 - ETA: 4s - loss: 5.0689e-06 - acc: 1.000 - ETA: 3s - loss: 4.8085e-06 - acc: 1.000 - ETA: 3s - loss: 4.5740e-06 - acc: 1.000 - ETA: 3s - loss: 4.3619e-06 - acc: 1.000 - ETA: 3s - loss: 4.1691e-06 - acc: 1.000 - ETA: 3s - loss: 3.9930e-06 - acc: 1.000 - ETA: 3s - loss: 3.8707e-06 - acc: 1.000 - ETA: 3s - loss: 3.7192e-06 - acc: 1.000 - ETA: 3s - loss: 3.6133e-06 - acc: 1.000 - ETA: 3s - loss: 3.4827e-06 - acc: 1.000 - ETA: 3s - loss: 3.3604e-06 - acc: 1.000 - ETA: 3s - loss: 3.2469e-06 - acc: 1.000 - ETA: 3s - loss: 3.1669e-06 - acc: 1.000 - ETA: 3s - loss: 3.0699e-06 - acc: 1.000 - ETA: 3s - loss: 2.9755e-06 - acc: 1.000 - ETA: 3s - loss: 2.8869e-06 - acc: 1.000 - ETA: 3s - loss: 2.8243e-06 - acc: 1.000 - ETA: 3s - loss: 2.7447e-06 - acc: 1.000 - ETA: 2s - loss: 2.6708e-06 - acc: 1.000 - ETA: 2s - loss: 2.5999e-06 - acc: 1.000 - ETA: 2s - loss: 2.5497e-06 - acc: 1.000 - ETA: 2s - loss: 2.4854e-06 - acc: 1.000 - ETA: 2s - loss: 2.8306e-06 - acc: 1.000 - ETA: 2s - loss: 2.7796e-06 - acc: 1.000 - ETA: 2s - loss: 2.7180e-06 - acc: 1.000 - ETA: 2s - loss: 2.6556e-06 - acc: 1.000 - ETA: 2s - loss: 0.0048 - acc: 0.9997 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 793us/step - loss: 0.0116 - acc: 0.9993 - val_loss: 1.5814 - val_acc: 0.8443 Epoch 01411: val_loss did not improve from 0.55729 Epoch 1412/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 2.2749e-07 - acc: 1.000 - ETA: 4s - loss: 2.0584e-07 - acc: 1.000 - ETA: 4s - loss: 1.8854e-07 - acc: 1.000 - ETA: 4s - loss: 2.0473e-07 - acc: 1.000 - ETA: 4s - loss: 1.9206e-07 - acc: 1.000 - ETA: 4s - loss: 1.8478e-07 - acc: 1.000 - ETA: 4s - loss: 1.8565e-07 - acc: 1.000 - ETA: 4s - loss: 1.7976e-07 - acc: 1.000 - ETA: 4s - loss: 1.7534e-07 - acc: 1.000 - ETA: 4s - loss: 1.9478e-07 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9990 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 794us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.6016 - val_acc: 0.8575 Epoch 01412: val_loss did not improve from 0.55729 Epoch 1413/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2285e-07 - acc: 1.000 - ETA: 4s - loss: 1.2563e-07 - acc: 1.000 - ETA: 4s - loss: 0.0265 - acc: 0.9971 - ETA: 4s - loss: 0.0572 - acc: 0.995 - ETA: 4s - loss: 0.0500 - acc: 0.995 - ETA: 4s - loss: 0.0429 - acc: 0.996 - ETA: 4s - loss: 0.0388 - acc: 0.996 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0347 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 794us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.5801 - val_acc: 0.8443 Epoch 01413: val_loss did not improve from 0.55729 Epoch 1414/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.8328e-07 - acc: 1.000 - ETA: 5s - loss: 1.6581e-07 - acc: 1.000 - ETA: 5s - loss: 1.6530e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - 5s 804us/step - loss: 0.0086 - acc: 0.9991 - val_loss: 1.6181 - val_acc: 0.8419 Epoch 01414: val_loss did not improve from 0.55729 Epoch 1415/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7047e-06 - acc: 1.000 - ETA: 4s - loss: 4.3750e-07 - acc: 1.000 - ETA: 5s - loss: 3.2038e-07 - acc: 1.000 - ETA: 4s - loss: 6.4424e-07 - acc: 1.000 - ETA: 4s - loss: 5.1299e-07 - acc: 1.000 - ETA: 4s - loss: 4.3706e-07 - acc: 1.000 - ETA: 4s - loss: 3.9664e-07 - acc: 1.000 - ETA: 4s - loss: 1.2290e-06 - acc: 1.000 - ETA: 4s - loss: 1.1371e-06 - acc: 1.000 - ETA: 4s - loss: 1.1588e-06 - acc: 1.000 - ETA: 4s - loss: 1.0512e-06 - acc: 1.000 - ETA: 4s - loss: 9.8297e-07 - acc: 1.000 - ETA: 4s - loss: 9.0712e-07 - acc: 1.000 - ETA: 4s - loss: 2.9282e-06 - acc: 1.000 - ETA: 4s - loss: 2.7957e-06 - acc: 1.000 - ETA: 4s - loss: 2.6399e-06 - acc: 1.000 - ETA: 4s - loss: 2.4798e-06 - acc: 1.000 - ETA: 4s - loss: 2.3418e-06 - acc: 1.000 - ETA: 4s - loss: 2.6545e-06 - acc: 1.000 - ETA: 4s - loss: 2.5118e-06 - acc: 1.000 - ETA: 3s - loss: 2.7237e-06 - acc: 1.000 - ETA: 3s - loss: 2.6236e-06 - acc: 1.000 - ETA: 3s - loss: 2.6793e-06 - acc: 1.000 - ETA: 3s - loss: 2.5620e-06 - acc: 1.000 - ETA: 3s - loss: 2.4806e-06 - acc: 1.000 - ETA: 3s - loss: 3.7270e-06 - acc: 1.000 - ETA: 3s - loss: 3.6173e-06 - acc: 1.000 - ETA: 3s - loss: 3.4774e-06 - acc: 1.000 - ETA: 3s - loss: 3.3536e-06 - acc: 1.000 - ETA: 3s - loss: 3.2341e-06 - acc: 1.000 - ETA: 3s - loss: 3.1242e-06 - acc: 1.000 - ETA: 3s - loss: 3.0205e-06 - acc: 1.000 - ETA: 3s - loss: 3.0160e-06 - acc: 1.000 - ETA: 3s - loss: 2.9218e-06 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 794us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.6064 - val_acc: 0.8467 Epoch 01415: val_loss did not improve from 0.55729 Epoch 1416/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.9788e-06 - acc: 1.000 - ETA: 4s - loss: 2.2646e-06 - acc: 1.000 - ETA: 4s - loss: 1.9491e-06 - acc: 1.000 - ETA: 4s - loss: 1.6756e-06 - acc: 1.000 - ETA: 4s - loss: 1.5717e-06 - acc: 1.000 - ETA: 4s - loss: 1.4265e-06 - acc: 1.000 - ETA: 4s - loss: 1.5567e-06 - acc: 1.000 - ETA: 4s - loss: 1.4407e-06 - acc: 1.000 - ETA: 4s - loss: 1.5541e-06 - acc: 1.000 - ETA: 4s - loss: 1.5022e-06 - acc: 1.000 - ETA: 4s - loss: 1.3894e-06 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9990 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 796us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5703 - val_acc: 0.8551 Epoch 01416: val_loss did not improve from 0.55729 Epoch 1417/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 4s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 2.6319e-07 - acc: 1.000 - ETA: 4s - loss: 2.3619e-07 - acc: 1.000 - ETA: 4s - loss: 2.2896e-07 - acc: 1.000 - ETA: 4s - loss: 2.1270e-07 - acc: 1.000 - ETA: 4s - loss: 0.0257 - acc: 0.9984 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 5s 800us/step - loss: 0.0129 - acc: 0.9991 - val_loss: 1.5903 - val_acc: 0.8563 Epoch 01417: val_loss did not improve from 0.55729 Epoch 1418/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 4s - loss: 3.5346e-07 - acc: 1.000 - ETA: 5s - loss: 2.6822e-07 - acc: 1.000 - ETA: 5s - loss: 2.2758e-07 - acc: 1.000 - ETA: 5s - loss: 2.2607e-07 - acc: 1.000 - ETA: 5s - loss: 2.0721e-07 - acc: 1.000 - ETA: 5s - loss: 2.1294e-07 - acc: 1.000 - ETA: 5s - loss: 2.0810e-07 - acc: 1.000 - ETA: 5s - loss: 2.4416e-07 - acc: 1.000 - ETA: 5s - loss: 2.3186e-07 - acc: 1.000 - ETA: 4s - loss: 2.1905e-07 - acc: 1.000 - ETA: 4s - loss: 3.4596e-07 - acc: 1.000 - ETA: 4s - loss: 3.3588e-07 - acc: 1.000 - ETA: 4s - loss: 3.4700e-07 - acc: 1.000 - ETA: 4s - loss: 3.5801e-07 - acc: 1.000 - ETA: 4s - loss: 3.4193e-07 - acc: 1.000 - ETA: 4s - loss: 3.2602e-07 - acc: 1.000 - ETA: 4s - loss: 3.1601e-07 - acc: 1.000 - ETA: 4s - loss: 3.0919e-07 - acc: 1.000 - ETA: 4s - loss: 3.0250e-07 - acc: 1.000 - ETA: 4s - loss: 2.9441e-07 - acc: 1.000 - ETA: 4s - loss: 2.8494e-07 - acc: 1.000 - ETA: 4s - loss: 4.4561e-07 - acc: 1.000 - ETA: 4s - loss: 4.3352e-07 - acc: 1.000 - ETA: 3s - loss: 4.1873e-07 - acc: 1.000 - ETA: 3s - loss: 4.0527e-07 - acc: 1.000 - ETA: 3s - loss: 3.9331e-07 - acc: 1.000 - ETA: 3s - loss: 3.8556e-07 - acc: 1.000 - ETA: 3s - loss: 3.7496e-07 - acc: 1.000 - ETA: 3s - loss: 3.6518e-07 - acc: 1.000 - ETA: 3s - loss: 3.5834e-07 - acc: 1.000 - ETA: 3s - loss: 3.4972e-07 - acc: 1.000 - ETA: 3s - loss: 7.4373e-06 - acc: 1.000 - ETA: 3s - loss: 7.1954e-06 - acc: 1.000 - ETA: 3s - loss: 7.1674e-06 - acc: 1.000 - ETA: 3s - loss: 7.3627e-06 - acc: 1.000 - ETA: 3s - loss: 7.2083e-06 - acc: 1.000 - ETA: 3s - loss: 7.0557e-06 - acc: 1.000 - ETA: 3s - loss: 6.8531e-06 - acc: 1.000 - ETA: 3s - loss: 6.7093e-06 - acc: 1.000 - ETA: 3s - loss: 6.5711e-06 - acc: 1.000 - ETA: 2s - loss: 6.4385e-06 - acc: 1.000 - ETA: 2s - loss: 6.3396e-06 - acc: 1.000 - ETA: 2s - loss: 6.2189e-06 - acc: 1.000 - ETA: 2s - loss: 6.0655e-06 - acc: 1.000 - ETA: 2s - loss: 5.9257e-06 - acc: 1.000 - ETA: 2s - loss: 5.7850e-06 - acc: 1.000 - ETA: 2s - loss: 5.6838e-06 - acc: 1.000 - ETA: 2s - loss: 5.5544e-06 - acc: 1.000 - ETA: 2s - loss: 5.4408e-06 - acc: 1.000 - ETA: 2s - loss: 5.3226e-06 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 817us/step - loss: 0.0107 - acc: 0.9993 - val_loss: 1.5652 - val_acc: 0.8443 Epoch 01418: val_loss did not improve from 0.55729 Epoch 1419/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3858e-07 - acc: 1.000 - ETA: 5s - loss: 1.3001e-07 - acc: 1.000 - ETA: 4s - loss: 3.1541e-07 - acc: 1.000 - ETA: 4s - loss: 2.7617e-07 - acc: 1.000 - ETA: 4s - loss: 5.8509e-07 - acc: 1.000 - ETA: 4s - loss: 5.1068e-07 - acc: 1.000 - ETA: 4s - loss: 4.6551e-07 - acc: 1.000 - ETA: 4s - loss: 2.0112e-06 - acc: 1.000 - ETA: 4s - loss: 1.7886e-06 - acc: 1.000 - ETA: 4s - loss: 1.6129e-06 - acc: 1.000 - ETA: 4s - loss: 1.4714e-06 - acc: 1.000 - ETA: 4s - loss: 1.3814e-06 - acc: 1.000 - ETA: 4s - loss: 1.5722e-06 - acc: 1.000 - ETA: 4s - loss: 1.4884e-06 - acc: 1.000 - ETA: 4s - loss: 1.3912e-06 - acc: 1.000 - ETA: 4s - loss: 1.3265e-06 - acc: 1.000 - ETA: 4s - loss: 1.2499e-06 - acc: 1.000 - ETA: 4s - loss: 1.1824e-06 - acc: 1.000 - ETA: 4s - loss: 1.1225e-06 - acc: 1.000 - ETA: 4s - loss: 1.0818e-06 - acc: 1.000 - ETA: 3s - loss: 1.0397e-06 - acc: 1.000 - ETA: 3s - loss: 9.9603e-07 - acc: 1.000 - ETA: 3s - loss: 9.6508e-07 - acc: 1.000 - ETA: 3s - loss: 0.0179 - acc: 0.9989 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 5s 798us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5886 - val_acc: 0.8359 Epoch 01419: val_loss did not improve from 0.55729 Epoch 1420/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.4675e-06 - acc: 1.000 - ETA: 4s - loss: 1.5528e-06 - acc: 1.000 - ETA: 4s - loss: 3.2844e-06 - acc: 1.000 - ETA: 4s - loss: 2.6973e-06 - acc: 1.000 - ETA: 4s - loss: 2.0548e-06 - acc: 1.000 - ETA: 4s - loss: 1.7483e-06 - acc: 1.000 - ETA: 4s - loss: 1.5366e-06 - acc: 1.000 - ETA: 4s - loss: 1.5082e-06 - acc: 1.000 - ETA: 4s - loss: 9.7451e-06 - acc: 1.000 - ETA: 4s - loss: 8.6175e-06 - acc: 1.000 - ETA: 4s - loss: 7.7231e-06 - acc: 1.000 - ETA: 4s - loss: 7.1717e-06 - acc: 1.000 - ETA: 4s - loss: 3.1352e-04 - acc: 1.000 - ETA: 4s - loss: 2.9393e-04 - acc: 1.000 - ETA: 4s - loss: 2.7258e-04 - acc: 1.000 - ETA: 4s - loss: 2.9259e-04 - acc: 1.000 - ETA: 4s - loss: 2.7310e-04 - acc: 1.000 - ETA: 4s - loss: 2.5604e-04 - acc: 1.000 - ETA: 4s - loss: 2.4101e-04 - acc: 1.000 - ETA: 4s - loss: 2.2764e-04 - acc: 1.000 - ETA: 3s - loss: 2.2475e-04 - acc: 1.000 - ETA: 3s - loss: 2.1356e-04 - acc: 1.000 - ETA: 3s - loss: 2.0585e-04 - acc: 1.000 - ETA: 3s - loss: 1.9639e-04 - acc: 1.000 - ETA: 3s - loss: 1.8777e-04 - acc: 1.000 - ETA: 3s - loss: 2.0312e-04 - acc: 1.000 - ETA: 3s - loss: 1.9691e-04 - acc: 1.000 - ETA: 3s - loss: 1.8963e-04 - acc: 1.000 - ETA: 3s - loss: 1.8249e-04 - acc: 1.000 - ETA: 3s - loss: 1.7748e-04 - acc: 1.000 - ETA: 3s - loss: 1.7120e-04 - acc: 1.000 - ETA: 3s - loss: 1.6535e-04 - acc: 1.000 - ETA: 3s - loss: 1.5992e-04 - acc: 1.000 - ETA: 3s - loss: 1.5481e-04 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 794us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.5839 - val_acc: 0.8443 Epoch 01420: val_loss did not improve from 0.55729 Epoch 1421/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2033e-07 - acc: 1.000 - ETA: 5s - loss: 1.2002e-07 - acc: 1.000 - ETA: 4s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.2103e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2052e-07 - acc: 1.000 - ETA: 4s - loss: 1.2034e-07 - acc: 1.000 - ETA: 4s - loss: 1.2219e-07 - acc: 1.000 - ETA: 4s - loss: 1.2501e-07 - acc: 1.000 - ETA: 4s - loss: 1.2457e-07 - acc: 1.000 - ETA: 4s - loss: 1.2503e-07 - acc: 1.000 - ETA: 4s - loss: 1.2542e-07 - acc: 1.000 - ETA: 4s - loss: 1.2494e-07 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 794us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.5809 - val_acc: 0.8455 Epoch 01421: val_loss did not improve from 0.55729 Epoch 1422/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2977e-06 - acc: 1.000 - ETA: 4s - loss: 2.5123e-05 - acc: 1.000 - ETA: 4s - loss: 1.7430e-05 - acc: 1.000 - ETA: 4s - loss: 1.3388e-05 - acc: 1.000 - ETA: 4s - loss: 1.1398e-05 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 792us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5913 - val_acc: 0.8371 Epoch 01422: val_loss did not improve from 0.55729 Epoch 1423/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.7195e-07 - acc: 1.000 - ETA: 5s - loss: 2.1122e-07 - acc: 1.000 - ETA: 4s - loss: 1.8105e-07 - acc: 1.000 - ETA: 4s - loss: 1.6652e-07 - acc: 1.000 - ETA: 4s - loss: 1.6645e-07 - acc: 1.000 - ETA: 4s - loss: 1.6028e-07 - acc: 1.000 - ETA: 4s - loss: 1.5641e-07 - acc: 1.000 - ETA: 4s - loss: 6.1861e-07 - acc: 1.000 - ETA: 4s - loss: 5.8979e-07 - acc: 1.000 - ETA: 4s - loss: 5.5994e-07 - acc: 1.000 - ETA: 4s - loss: 6.7480e-07 - acc: 1.000 - ETA: 4s - loss: 6.3802e-07 - acc: 1.000 - ETA: 4s - loss: 7.6300e-07 - acc: 1.000 - ETA: 4s - loss: 7.1441e-07 - acc: 1.000 - ETA: 4s - loss: 7.2170e-07 - acc: 1.000 - ETA: 4s - loss: 6.8153e-07 - acc: 1.000 - ETA: 4s - loss: 6.4695e-07 - acc: 1.000 - ETA: 4s - loss: 6.2332e-07 - acc: 1.000 - ETA: 4s - loss: 5.9533e-07 - acc: 1.000 - ETA: 3s - loss: 6.4898e-07 - acc: 1.000 - ETA: 3s - loss: 6.2344e-07 - acc: 1.000 - ETA: 3s - loss: 5.9953e-07 - acc: 1.000 - ETA: 3s - loss: 3.7522e-06 - acc: 1.000 - ETA: 3s - loss: 3.6315e-06 - acc: 1.000 - ETA: 3s - loss: 3.4828e-06 - acc: 1.000 - ETA: 3s - loss: 3.3464e-06 - acc: 1.000 - ETA: 3s - loss: 3.2505e-06 - acc: 1.000 - ETA: 3s - loss: 3.1602e-06 - acc: 1.000 - ETA: 3s - loss: 3.0476e-06 - acc: 1.000 - ETA: 3s - loss: 2.9430e-06 - acc: 1.000 - ETA: 3s - loss: 2.8484e-06 - acc: 1.000 - ETA: 3s - loss: 3.1163e-06 - acc: 1.000 - ETA: 3s - loss: 3.0188e-06 - acc: 1.000 - ETA: 3s - loss: 2.9567e-06 - acc: 1.000 - ETA: 3s - loss: 2.8694e-06 - acc: 1.000 - ETA: 3s - loss: 2.8077e-06 - acc: 1.000 - ETA: 3s - loss: 2.7293e-06 - acc: 1.000 - ETA: 2s - loss: 2.6552e-06 - acc: 1.000 - ETA: 2s - loss: 2.5949e-06 - acc: 1.000 - ETA: 2s - loss: 2.5284e-06 - acc: 1.000 - ETA: 2s - loss: 2.4853e-06 - acc: 1.000 - ETA: 2s - loss: 2.4249e-06 - acc: 1.000 - ETA: 2s - loss: 2.3780e-06 - acc: 1.000 - ETA: 2s - loss: 2.3229e-06 - acc: 1.000 - ETA: 2s - loss: 2.2834e-06 - acc: 1.000 - ETA: 2s - loss: 2.2327e-06 - acc: 1.000 - ETA: 2s - loss: 2.1844e-06 - acc: 1.000 - ETA: 2s - loss: 2.1759e-06 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 793us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.6005 - val_acc: 0.8515 Epoch 01423: val_loss did not improve from 0.55729 Epoch 1424/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3471e-07 - acc: 1.000 - ETA: 4s - loss: 1.2782e-07 - acc: 1.000 - ETA: 4s - loss: 1.3549e-07 - acc: 1.000 - ETA: 4s - loss: 1.3318e-07 - acc: 1.000 - ETA: 4s - loss: 4.6330e-07 - acc: 1.000 - ETA: 4s - loss: 4.1365e-07 - acc: 1.000 - ETA: 4s - loss: 3.8138e-07 - acc: 1.000 - ETA: 4s - loss: 3.4755e-07 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - 5s 794us/step - loss: 0.0147 - acc: 0.9988 - val_loss: 1.5704 - val_acc: 0.8515 Epoch 01424: val_loss did not improve from 0.55729 Epoch 1425/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 0.0792 - acc: 0.9944 - ETA: 5s - loss: 0.0594 - acc: 0.995 - ETA: 4s - loss: 0.0445 - acc: 0.996 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0562 - acc: 0.996 - ETA: 4s - loss: 0.0490 - acc: 0.996 - ETA: 4s - loss: 0.0447 - acc: 0.997 - ETA: 4s - loss: 0.0400 - acc: 0.997 - ETA: 4s - loss: 0.0370 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 805us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.5215 - val_acc: 0.8623 Epoch 01425: val_loss did not improve from 0.55729 Epoch 1426/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 7.1900e-07 - acc: 1.000 - ETA: 4s - loss: 1.3464e-06 - acc: 1.000 - ETA: 4s - loss: 1.0396e-06 - acc: 1.000 - ETA: 4s - loss: 0.0403 - acc: 0.9975 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 794us/step - loss: 0.0107 - acc: 0.9993 - val_loss: 1.5998 - val_acc: 0.8515 Epoch 01426: val_loss did not improve from 0.55729 Epoch 1427/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 4s - loss: 7.1860e-06 - acc: 1.000 - ETA: 4s - loss: 4.1018e-06 - acc: 1.000 - ETA: 4s - loss: 3.1117e-06 - acc: 1.000 - ETA: 4s - loss: 3.2340e-04 - acc: 1.000 - ETA: 4s - loss: 2.5896e-04 - acc: 1.000 - ETA: 4s - loss: 2.2520e-04 - acc: 1.000 - ETA: 4s - loss: 1.9185e-04 - acc: 1.000 - ETA: 4s - loss: 1.6711e-04 - acc: 1.000 - ETA: 4s - loss: 1.4810e-04 - acc: 1.000 - ETA: 4s - loss: 1.4283e-04 - acc: 1.000 - ETA: 4s - loss: 1.2924e-04 - acc: 1.000 - ETA: 4s - loss: 1.1801e-04 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9990 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 3s - loss: 0.0144 - acc: 0.997 - ETA: 3s - loss: 0.0137 - acc: 0.997 - ETA: 3s - loss: 0.0130 - acc: 0.997 - ETA: 3s - loss: 0.0125 - acc: 0.997 - ETA: 3s - loss: 0.0120 - acc: 0.997 - ETA: 3s - loss: 0.0115 - acc: 0.997 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 795us/step - loss: 0.0096 - acc: 0.9988 - val_loss: 1.5596 - val_acc: 0.8479 Epoch 01427: val_loss did not improve from 0.55729 Epoch 1428/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4485e-06 - acc: 1.000 - ETA: 5s - loss: 8.6862e-07 - acc: 1.000 - ETA: 5s - loss: 8.8989e-07 - acc: 1.000 - ETA: 4s - loss: 6.9722e-07 - acc: 1.000 - ETA: 4s - loss: 5.8251e-07 - acc: 1.000 - ETA: 4s - loss: 7.4646e-07 - acc: 1.000 - ETA: 4s - loss: 6.7765e-07 - acc: 1.000 - ETA: 4s - loss: 6.2645e-07 - acc: 1.000 - ETA: 4s - loss: 5.8178e-07 - acc: 1.000 - ETA: 4s - loss: 5.3309e-07 - acc: 1.000 - ETA: 4s - loss: 4.3528e-06 - acc: 1.000 - ETA: 4s - loss: 3.9925e-06 - acc: 1.000 - ETA: 4s - loss: 3.6836e-06 - acc: 1.000 - ETA: 4s - loss: 3.6103e-06 - acc: 1.000 - ETA: 4s - loss: 3.3691e-06 - acc: 1.000 - ETA: 4s - loss: 3.1560e-06 - acc: 1.000 - ETA: 4s - loss: 2.9691e-06 - acc: 1.000 - ETA: 4s - loss: 2.8442e-06 - acc: 1.000 - ETA: 4s - loss: 0.0039 - acc: 0.9993 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 794us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.6477 - val_acc: 0.8323 Epoch 01428: val_loss did not improve from 0.55729 Epoch 1429/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 3.4720e-07 - acc: 1.000 - ETA: 5s - loss: 1.0401e-06 - acc: 1.000 - ETA: 5s - loss: 1.6346e-04 - acc: 1.000 - ETA: 4s - loss: 1.1990e-04 - acc: 1.000 - ETA: 4s - loss: 9.8979e-05 - acc: 1.000 - ETA: 4s - loss: 2.3434e-04 - acc: 1.000 - ETA: 4s - loss: 2.0258e-04 - acc: 1.000 - ETA: 4s - loss: 1.7558e-04 - acc: 1.000 - ETA: 4s - loss: 1.6045e-04 - acc: 1.000 - ETA: 4s - loss: 1.4316e-04 - acc: 1.000 - ETA: 4s - loss: 1.3253e-04 - acc: 1.000 - ETA: 4s - loss: 1.2049e-04 - acc: 1.000 - ETA: 4s - loss: 1.1340e-04 - acc: 1.000 - ETA: 4s - loss: 1.0472e-04 - acc: 1.000 - ETA: 4s - loss: 9.9017e-05 - acc: 1.000 - ETA: 4s - loss: 9.2749e-05 - acc: 1.000 - ETA: 4s - loss: 8.8268e-05 - acc: 1.000 - ETA: 4s - loss: 8.2927e-05 - acc: 1.000 - ETA: 4s - loss: 7.8824e-05 - acc: 1.000 - ETA: 4s - loss: 7.5592e-05 - acc: 1.000 - ETA: 3s - loss: 7.1672e-05 - acc: 1.000 - ETA: 3s - loss: 6.8163e-05 - acc: 1.000 - ETA: 3s - loss: 6.5143e-05 - acc: 1.000 - ETA: 3s - loss: 6.2927e-05 - acc: 1.000 - ETA: 3s - loss: 9.3129e-04 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.9990 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 5s 797us/step - loss: 0.0088 - acc: 0.9991 - val_loss: 1.6132 - val_acc: 0.8467 Epoch 01429: val_loss did not improve from 0.55729 Epoch 1430/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.7817e-07 - acc: 1.000 - ETA: 5s - loss: 2.2815e-06 - acc: 1.000 - ETA: 5s - loss: 1.2011e-06 - acc: 1.000 - ETA: 4s - loss: 8.4395e-07 - acc: 1.000 - ETA: 4s - loss: 6.6276e-07 - acc: 1.000 - ETA: 4s - loss: 5.7694e-07 - acc: 1.000 - ETA: 4s - loss: 4.9733e-07 - acc: 1.000 - ETA: 4s - loss: 0.0113 - acc: 0.9981 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 797us/step - loss: 0.0123 - acc: 0.9987 - val_loss: 1.5698 - val_acc: 0.8431 Epoch 01430: val_loss did not improve from 0.55729 Epoch 1431/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 4.0979e-07 - acc: 1.000 - ETA: 4s - loss: 5.1211e-07 - acc: 1.000 - ETA: 4s - loss: 4.3353e-07 - acc: 1.000 - ETA: 4s - loss: 4.0845e-07 - acc: 1.000 - ETA: 4s - loss: 1.7859e-05 - acc: 1.000 - ETA: 4s - loss: 1.5577e-05 - acc: 1.000 - ETA: 4s - loss: 1.3583e-05 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9985 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 802us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.5449 - val_acc: 0.8539 Epoch 01431: val_loss did not improve from 0.55729 Epoch 1432/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2176e-07 - acc: 1.000 - ETA: 5s - loss: 1.2083e-07 - acc: 1.000 - ETA: 4s - loss: 1.6352e-07 - acc: 1.000 - ETA: 5s - loss: 9.2332e-07 - acc: 1.000 - ETA: 4s - loss: 7.7833e-07 - acc: 1.000 - ETA: 4s - loss: 6.7739e-07 - acc: 1.000 - ETA: 4s - loss: 6.3064e-07 - acc: 1.000 - ETA: 4s - loss: 1.2454e-06 - acc: 1.000 - ETA: 4s - loss: 1.1614e-06 - acc: 1.000 - ETA: 4s - loss: 1.0582e-06 - acc: 1.000 - ETA: 4s - loss: 9.7280e-07 - acc: 1.000 - ETA: 4s - loss: 9.1958e-07 - acc: 1.000 - ETA: 4s - loss: 8.6896e-07 - acc: 1.000 - ETA: 4s - loss: 8.3394e-07 - acc: 1.000 - ETA: 4s - loss: 7.9764e-07 - acc: 1.000 - ETA: 4s - loss: 7.5387e-07 - acc: 1.000 - ETA: 4s - loss: 7.1649e-07 - acc: 1.000 - ETA: 4s - loss: 6.8261e-07 - acc: 1.000 - ETA: 4s - loss: 6.5946e-07 - acc: 1.000 - ETA: 3s - loss: 6.3151e-07 - acc: 1.000 - ETA: 3s - loss: 6.0621e-07 - acc: 1.000 - ETA: 3s - loss: 5.8960e-07 - acc: 1.000 - ETA: 3s - loss: 5.6863e-07 - acc: 1.000 - ETA: 3s - loss: 2.7308e-06 - acc: 1.000 - ETA: 3s - loss: 2.6706e-06 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 805us/step - loss: 0.0137 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8479 Epoch 01432: val_loss did not improve from 0.55729 Epoch 1433/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 1.4544e-07 - acc: 1.000 - ETA: 5s - loss: 1.3775e-07 - acc: 1.000 - ETA: 4s - loss: 1.3205e-07 - acc: 1.000 - ETA: 4s - loss: 1.7798e-06 - acc: 1.000 - ETA: 4s - loss: 1.5454e-06 - acc: 1.000 - ETA: 4s - loss: 1.3829e-06 - acc: 1.000 - ETA: 4s - loss: 1.6654e-06 - acc: 1.000 - ETA: 4s - loss: 1.5175e-06 - acc: 1.000 - ETA: 4s - loss: 1.3577e-06 - acc: 1.000 - ETA: 4s - loss: 1.2307e-06 - acc: 1.000 - ETA: 4s - loss: 1.1295e-06 - acc: 1.000 - ETA: 4s - loss: 1.0636e-06 - acc: 1.000 - ETA: 4s - loss: 1.0048e-06 - acc: 1.000 - ETA: 4s - loss: 1.0020e-06 - acc: 1.000 - ETA: 4s - loss: 1.4024e-06 - acc: 1.000 - ETA: 4s - loss: 1.3184e-06 - acc: 1.000 - ETA: 4s - loss: 1.4638e-06 - acc: 1.000 - ETA: 4s - loss: 3.0888e-04 - acc: 1.000 - ETA: 4s - loss: 2.9173e-04 - acc: 1.000 - ETA: 4s - loss: 2.8007e-04 - acc: 1.000 - ETA: 3s - loss: 2.6633e-04 - acc: 1.000 - ETA: 3s - loss: 2.5659e-04 - acc: 1.000 - ETA: 3s - loss: 3.1491e-04 - acc: 1.000 - ETA: 3s - loss: 3.0094e-04 - acc: 1.000 - ETA: 3s - loss: 2.8814e-04 - acc: 1.000 - ETA: 3s - loss: 2.7923e-04 - acc: 1.000 - ETA: 3s - loss: 2.6820e-04 - acc: 1.000 - ETA: 3s - loss: 2.6245e-04 - acc: 1.000 - ETA: 3s - loss: 2.5516e-04 - acc: 1.000 - ETA: 3s - loss: 2.4607e-04 - acc: 1.000 - ETA: 3s - loss: 2.3759e-04 - acc: 1.000 - ETA: 3s - loss: 0.0071 - acc: 0.9996 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 795us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.6074 - val_acc: 0.8431 Epoch 01433: val_loss did not improve from 0.55729 Epoch 1434/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 9.0602e-07 - acc: 1.000 - ETA: 4s - loss: 6.9176e-07 - acc: 1.000 - ETA: 4s - loss: 1.5203e-06 - acc: 1.000 - ETA: 4s - loss: 1.2691e-06 - acc: 1.000 - ETA: 4s - loss: 1.2358e-06 - acc: 1.000 - ETA: 4s - loss: 1.5190e-06 - acc: 1.000 - ETA: 4s - loss: 1.3928e-06 - acc: 1.000 - ETA: 4s - loss: 1.2340e-06 - acc: 1.000 - ETA: 4s - loss: 1.2449e-06 - acc: 1.000 - ETA: 4s - loss: 1.1378e-06 - acc: 1.000 - ETA: 4s - loss: 1.0451e-06 - acc: 1.000 - ETA: 4s - loss: 9.8470e-07 - acc: 1.000 - ETA: 4s - loss: 9.1546e-07 - acc: 1.000 - ETA: 4s - loss: 8.5847e-07 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 795us/step - loss: 0.0093 - acc: 0.9993 - val_loss: 1.5500 - val_acc: 0.8491 Epoch 01434: val_loss did not improve from 0.55729 Epoch 1435/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2755e-07 - acc: 1.000 - ETA: 5s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 1.6441e-07 - acc: 1.000 - ETA: 4s - loss: 1.5311e-07 - acc: 1.000 - ETA: 4s - loss: 3.5927e-07 - acc: 1.000 - ETA: 4s - loss: 3.2861e-07 - acc: 1.000 - ETA: 4s - loss: 3.0587e-07 - acc: 1.000 - ETA: 4s - loss: 2.0941e-06 - acc: 1.000 - ETA: 4s - loss: 7.0300e-04 - acc: 1.000 - ETA: 4s - loss: 6.4445e-04 - acc: 1.000 - ETA: 4s - loss: 5.9845e-04 - acc: 1.000 - ETA: 4s - loss: 5.4645e-04 - acc: 1.000 - ETA: 4s - loss: 5.1303e-04 - acc: 1.000 - ETA: 4s - loss: 4.7433e-04 - acc: 1.000 - ETA: 4s - loss: 0.0146 - acc: 0.9991 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 806us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.5600 - val_acc: 0.8539 Epoch 01435: val_loss did not improve from 0.55729 Epoch 1436/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0531e-07 - acc: 1.000 - ETA: 5s - loss: 5.9476e-06 - acc: 1.000 - ETA: 5s - loss: 3.0401e-06 - acc: 1.000 - ETA: 5s - loss: 2.6922e-06 - acc: 1.000 - ETA: 4s - loss: 2.9980e-06 - acc: 1.000 - ETA: 4s - loss: 8.6174e-05 - acc: 1.000 - ETA: 4s - loss: 7.4467e-05 - acc: 1.000 - ETA: 4s - loss: 6.3061e-05 - acc: 1.000 - ETA: 4s - loss: 5.6555e-05 - acc: 1.000 - ETA: 4s - loss: 4.9717e-05 - acc: 1.000 - ETA: 4s - loss: 4.4357e-05 - acc: 1.000 - ETA: 4s - loss: 4.1039e-05 - acc: 1.000 - ETA: 4s - loss: 3.8656e-05 - acc: 1.000 - ETA: 4s - loss: 3.6165e-05 - acc: 1.000 - ETA: 4s - loss: 3.3366e-05 - acc: 1.000 - ETA: 4s - loss: 3.1852e-05 - acc: 1.000 - ETA: 4s - loss: 2.9664e-05 - acc: 1.000 - ETA: 4s - loss: 2.8252e-05 - acc: 1.000 - ETA: 4s - loss: 2.6942e-05 - acc: 1.000 - ETA: 4s - loss: 0.0087 - acc: 0.9993 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 805us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.5495 - val_acc: 0.8551 Epoch 01436: val_loss did not improve from 0.55729 Epoch 1437/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2873e-07 - acc: 1.000 - ETA: 4s - loss: 2.0638e-07 - acc: 1.000 - ETA: 4s - loss: 9.8017e-06 - acc: 1.000 - ETA: 4s - loss: 8.2736e-06 - acc: 1.000 - ETA: 4s - loss: 6.8565e-06 - acc: 1.000 - ETA: 4s - loss: 6.1132e-06 - acc: 1.000 - ETA: 4s - loss: 5.3146e-06 - acc: 1.000 - ETA: 4s - loss: 4.8437e-06 - acc: 1.000 - ETA: 4s - loss: 4.4500e-06 - acc: 1.000 - ETA: 4s - loss: 4.2452e-06 - acc: 1.000 - ETA: 4s - loss: 3.8614e-06 - acc: 1.000 - ETA: 4s - loss: 3.5452e-06 - acc: 1.000 - ETA: 4s - loss: 3.3608e-06 - acc: 1.000 - ETA: 4s - loss: 3.1207e-06 - acc: 1.000 - ETA: 4s - loss: 2.9157e-06 - acc: 1.000 - ETA: 4s - loss: 2.7781e-06 - acc: 1.000 - ETA: 4s - loss: 2.6162e-06 - acc: 1.000 - ETA: 4s - loss: 2.4714e-06 - acc: 1.000 - ETA: 4s - loss: 2.3735e-06 - acc: 1.000 - ETA: 4s - loss: 2.2551e-06 - acc: 1.000 - ETA: 3s - loss: 2.1484e-06 - acc: 1.000 - ETA: 3s - loss: 2.0750e-06 - acc: 1.000 - ETA: 3s - loss: 1.9855e-06 - acc: 1.000 - ETA: 3s - loss: 0.0044 - acc: 0.9995 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 798us/step - loss: 0.0117 - acc: 0.9988 - val_loss: 1.5659 - val_acc: 0.8455 Epoch 01437: val_loss did not improve from 0.55729 Epoch 1438/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.4669e-07 - acc: 1.000 - ETA: 5s - loss: 1.3982e-07 - acc: 1.000 - ETA: 4s - loss: 7.7513e-06 - acc: 1.000 - ETA: 4s - loss: 6.2249e-06 - acc: 1.000 - ETA: 4s - loss: 5.4580e-06 - acc: 1.000 - ETA: 4s - loss: 4.6704e-06 - acc: 1.000 - ETA: 4s - loss: 4.0889e-06 - acc: 1.000 - ETA: 4s - loss: 3.6535e-06 - acc: 1.000 - ETA: 4s - loss: 3.4894e-06 - acc: 1.000 - ETA: 4s - loss: 3.2621e-06 - acc: 1.000 - ETA: 4s - loss: 2.9926e-06 - acc: 1.000 - ETA: 4s - loss: 2.7681e-06 - acc: 1.000 - ETA: 4s - loss: 7.4640e-06 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 795us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.6280 - val_acc: 0.8395 Epoch 01438: val_loss did not improve from 0.55729 Epoch 1439/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 2.9574e-05 - acc: 1.000 - ETA: 5s - loss: 0.0371 - acc: 0.9944 - ETA: 5s - loss: 0.0278 - acc: 0.995 - ETA: 4s - loss: 0.0375 - acc: 0.993 - ETA: 4s - loss: 0.0300 - acc: 0.995 - ETA: 4s - loss: 0.0250 - acc: 0.995 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0194 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0131 - acc: 0.997 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0183 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 794us/step - loss: 0.0117 - acc: 0.9990 - val_loss: 1.5873 - val_acc: 0.8515 Epoch 01439: val_loss did not improve from 0.55729 Epoch 1440/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7314e-06 - acc: 1.000 - ETA: 4s - loss: 6.5238e-06 - acc: 1.000 - ETA: 4s - loss: 4.9297e-06 - acc: 1.000 - ETA: 4s - loss: 3.9688e-06 - acc: 1.000 - ETA: 4s - loss: 0.0350 - acc: 0.9978 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0291 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0331 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0273 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 800us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.5519 - val_acc: 0.8527 Epoch 01440: val_loss did not improve from 0.55729 Epoch 1441/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 1.3991e-07 - acc: 1.000 - ETA: 4s - loss: 6.3095e-06 - acc: 1.000 - ETA: 4s - loss: 5.4020e-06 - acc: 1.000 - ETA: 4s - loss: 4.8783e-06 - acc: 1.000 - ETA: 4s - loss: 4.5123e-06 - acc: 1.000 - ETA: 4s - loss: 4.0500e-06 - acc: 1.000 - ETA: 4s - loss: 3.7624e-06 - acc: 1.000 - ETA: 4s - loss: 3.4407e-06 - acc: 1.000 - ETA: 4s - loss: 3.2551e-06 - acc: 1.000 - ETA: 4s - loss: 3.0304e-06 - acc: 1.000 - ETA: 4s - loss: 2.8745e-06 - acc: 1.000 - ETA: 4s - loss: 2.6908e-06 - acc: 1.000 - ETA: 4s - loss: 2.5683e-06 - acc: 1.000 - ETA: 4s - loss: 2.4221e-06 - acc: 1.000 - ETA: 4s - loss: 2.2925e-06 - acc: 1.000 - ETA: 4s - loss: 2.3263e-06 - acc: 1.000 - ETA: 3s - loss: 2.2137e-06 - acc: 1.000 - ETA: 3s - loss: 2.1115e-06 - acc: 1.000 - ETA: 3s - loss: 2.0215e-06 - acc: 1.000 - ETA: 3s - loss: 1.9574e-06 - acc: 1.000 - ETA: 3s - loss: 1.8798e-06 - acc: 1.000 - ETA: 3s - loss: 1.8081e-06 - acc: 1.000 - ETA: 3s - loss: 1.7414e-06 - acc: 1.000 - ETA: 3s - loss: 1.7037e-06 - acc: 1.000 - ETA: 3s - loss: 4.3818e-06 - acc: 1.000 - ETA: 3s - loss: 4.2848e-06 - acc: 1.000 - ETA: 3s - loss: 4.1399e-06 - acc: 1.000 - ETA: 3s - loss: 4.0047e-06 - acc: 1.000 - ETA: 3s - loss: 3.9189e-06 - acc: 1.000 - ETA: 3s - loss: 3.7983e-06 - acc: 1.000 - ETA: 3s - loss: 3.6851e-06 - acc: 1.000 - ETA: 3s - loss: 3.6056e-06 - acc: 1.000 - ETA: 3s - loss: 3.5040e-06 - acc: 1.000 - ETA: 3s - loss: 3.4315e-06 - acc: 1.000 - ETA: 2s - loss: 3.3396e-06 - acc: 1.000 - ETA: 2s - loss: 3.2527e-06 - acc: 1.000 - ETA: 2s - loss: 3.1731e-06 - acc: 1.000 - ETA: 2s - loss: 4.3690e-06 - acc: 1.000 - ETA: 2s - loss: 4.2888e-06 - acc: 1.000 - ETA: 2s - loss: 4.1865e-06 - acc: 1.000 - ETA: 2s - loss: 4.0896e-06 - acc: 1.000 - ETA: 2s - loss: 4.0051e-06 - acc: 1.000 - ETA: 2s - loss: 3.9381e-06 - acc: 1.000 - ETA: 2s - loss: 3.8523e-06 - acc: 1.000 - ETA: 2s - loss: 3.7707e-06 - acc: 1.000 - ETA: 2s - loss: 4.2553e-06 - acc: 1.000 - ETA: 2s - loss: 4.1696e-06 - acc: 1.000 - ETA: 2s - loss: 4.5694e-06 - acc: 1.000 - ETA: 2s - loss: 4.4797e-06 - acc: 1.000 - ETA: 2s - loss: 4.5071e-05 - acc: 1.000 - ETA: 1s - loss: 4.4198e-05 - acc: 1.000 - ETA: 1s - loss: 4.3565e-05 - acc: 1.000 - ETA: 1s - loss: 4.2749e-05 - acc: 1.000 - ETA: 1s - loss: 4.1964e-05 - acc: 1.000 - ETA: 1s - loss: 4.1206e-05 - acc: 1.000 - ETA: 1s - loss: 2.9272e-04 - acc: 0.999 - ETA: 1s - loss: 2.8760e-04 - acc: 0.999 - ETA: 1s - loss: 2.8337e-04 - acc: 0.999 - ETA: 1s - loss: 2.7976e-04 - acc: 0.999 - ETA: 1s - loss: 2.7535e-04 - acc: 0.999 - ETA: 1s - loss: 2.7194e-04 - acc: 0.999 - ETA: 1s - loss: 2.6752e-04 - acc: 0.999 - ETA: 1s - loss: 2.8103e-04 - acc: 0.999 - ETA: 1s - loss: 2.7661e-04 - acc: 0.999 - ETA: 1s - loss: 2.7232e-04 - acc: 0.999 - ETA: 1s - loss: 2.6920e-04 - acc: 0.999 - ETA: 1s - loss: 2.6518e-04 - acc: 0.999 - ETA: 1s - loss: 2.6130e-04 - acc: 0.999 - ETA: 0s - loss: 2.5748e-04 - acc: 0.999 - ETA: 0s - loss: 2.5390e-04 - acc: 0.999 - ETA: 0s - loss: 2.5029e-04 - acc: 0.999 - ETA: 0s - loss: 2.6804e-04 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.9997 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 794us/step - loss: 0.0090 - acc: 0.9991 - val_loss: 1.6202 - val_acc: 0.8347 Epoch 01441: val_loss did not improve from 0.55729 Epoch 1442/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3584e-06 - acc: 1.000 - ETA: 5s - loss: 2.9426e-06 - acc: 1.000 - ETA: 4s - loss: 2.0015e-06 - acc: 1.000 - ETA: 4s - loss: 4.8580e-06 - acc: 1.000 - ETA: 4s - loss: 4.1098e-06 - acc: 1.000 - ETA: 4s - loss: 4.5342e-06 - acc: 1.000 - ETA: 4s - loss: 3.8744e-06 - acc: 1.000 - ETA: 4s - loss: 4.4896e-06 - acc: 1.000 - ETA: 4s - loss: 3.9618e-06 - acc: 1.000 - ETA: 4s - loss: 6.4469e-06 - acc: 1.000 - ETA: 4s - loss: 2.2860e-05 - acc: 1.000 - ETA: 4s - loss: 2.0795e-05 - acc: 1.000 - ETA: 4s - loss: 1.5372e-04 - acc: 1.000 - ETA: 4s - loss: 1.4487e-04 - acc: 1.000 - ETA: 4s - loss: 1.3434e-04 - acc: 1.000 - ETA: 4s - loss: 1.2526e-04 - acc: 1.000 - ETA: 4s - loss: 1.1733e-04 - acc: 1.000 - ETA: 4s - loss: 1.1200e-04 - acc: 1.000 - ETA: 4s - loss: 1.0561e-04 - acc: 1.000 - ETA: 4s - loss: 1.0007e-04 - acc: 1.000 - ETA: 3s - loss: 9.6181e-05 - acc: 1.000 - ETA: 3s - loss: 9.1437e-05 - acc: 1.000 - ETA: 3s - loss: 8.7147e-05 - acc: 1.000 - ETA: 3s - loss: 8.4181e-05 - acc: 1.000 - ETA: 3s - loss: 8.0526e-05 - acc: 1.000 - ETA: 3s - loss: 7.7382e-05 - acc: 1.000 - ETA: 3s - loss: 7.5042e-05 - acc: 1.000 - ETA: 3s - loss: 7.2142e-05 - acc: 1.000 - ETA: 3s - loss: 6.9490e-05 - acc: 1.000 - ETA: 3s - loss: 0.0057 - acc: 0.9995 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 795us/step - loss: 0.0089 - acc: 0.9994 - val_loss: 1.4842 - val_acc: 0.8515 Epoch 01442: val_loss did not improve from 0.55729 Epoch 1443/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5780e-06 - acc: 1.000 - ETA: 5s - loss: 8.3001e-07 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 7.2131e-04 - acc: 1.000 - ETA: 4s - loss: 5.7909e-04 - acc: 1.000 - ETA: 4s - loss: 4.5747e-04 - acc: 1.000 - ETA: 4s - loss: 0.0282 - acc: 0.9978 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - 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acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 794us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5627 - val_acc: 0.8503 Epoch 01443: val_loss did not improve from 0.55729 Epoch 1444/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6540e-07 - acc: 1.000 - ETA: 5s - loss: 1.9856e-07 - acc: 1.000 - ETA: 5s - loss: 1.7692e-07 - acc: 1.000 - ETA: 4s - loss: 3.4293e-07 - acc: 1.000 - ETA: 4s - loss: 2.9583e-07 - acc: 1.000 - ETA: 4s - loss: 2.7175e-07 - acc: 1.000 - ETA: 4s - loss: 3.3737e-07 - acc: 1.000 - ETA: 4s - loss: 3.1293e-07 - acc: 1.000 - ETA: 4s - loss: 2.8963e-07 - acc: 1.000 - ETA: 4s - loss: 2.7543e-07 - acc: 1.000 - ETA: 4s - loss: 2.5995e-07 - acc: 1.000 - ETA: 4s - loss: 2.5083e-07 - acc: 1.000 - ETA: 4s - loss: 2.3969e-07 - acc: 1.000 - ETA: 4s - loss: 2.3246e-07 - acc: 1.000 - ETA: 4s - loss: 3.2220e-07 - acc: 1.000 - ETA: 4s - loss: 3.1329e-07 - acc: 1.000 - ETA: 4s - loss: 3.0077e-07 - acc: 1.000 - ETA: 4s - loss: 2.9324e-07 - acc: 1.000 - ETA: 4s - loss: 2.8788e-07 - acc: 1.000 - ETA: 4s - loss: 2.8492e-07 - acc: 1.000 - ETA: 3s - loss: 2.7674e-07 - acc: 1.000 - ETA: 3s - loss: 2.7121e-07 - acc: 1.000 - ETA: 3s - loss: 2.6404e-07 - acc: 1.000 - ETA: 3s - loss: 2.5813e-07 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 0.9995 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 798us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.5565 - val_acc: 0.8515 Epoch 01444: val_loss did not improve from 0.55729 Epoch 1445/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.1756e-07 - acc: 1.000 - ETA: 5s - loss: 2.4557e-07 - acc: 1.000 - ETA: 5s - loss: 5.8745e-07 - acc: 1.000 - ETA: 4s - loss: 6.1737e-06 - acc: 1.000 - ETA: 4s - loss: 0.0181 - acc: 0.9971 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0270 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 5s 797us/step - loss: 0.0137 - acc: 0.9990 - val_loss: 1.5750 - val_acc: 0.8527 Epoch 01445: val_loss did not improve from 0.55729 Epoch 1446/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.5283e-07 - acc: 1.000 - ETA: 5s - loss: 5.8376e-07 - acc: 1.000 - ETA: 5s - loss: 4.2941e-07 - acc: 1.000 - ETA: 4s - loss: 3.6136e-07 - acc: 1.000 - ETA: 4s - loss: 1.2874e-06 - acc: 1.000 - ETA: 4s - loss: 1.1444e-06 - acc: 1.000 - ETA: 4s - loss: 9.9251e-07 - acc: 1.000 - ETA: 4s - loss: 9.1224e-07 - acc: 1.000 - ETA: 4s - loss: 8.2902e-07 - acc: 1.000 - ETA: 4s - loss: 7.5430e-07 - acc: 1.000 - ETA: 4s - loss: 7.0783e-07 - acc: 1.000 - ETA: 4s - loss: 6.5551e-07 - acc: 1.000 - ETA: 4s - loss: 6.1222e-07 - acc: 1.000 - ETA: 4s - loss: 5.7501e-07 - acc: 1.000 - ETA: 4s - loss: 5.5059e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 0.9992 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 800us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.5198 - val_acc: 0.8527 Epoch 01446: val_loss did not improve from 0.55729 Epoch 1447/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 4s - loss: 1.5259e-07 - acc: 1.000 - ETA: 5s - loss: 1.7509e-07 - acc: 1.000 - ETA: 4s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 5.4168e-07 - acc: 1.000 - ETA: 4s - loss: 1.4188e-06 - acc: 1.000 - ETA: 4s - loss: 1.2493e-06 - acc: 1.000 - ETA: 4s - loss: 1.0862e-06 - acc: 1.000 - ETA: 4s - loss: 2.7563e-06 - acc: 1.000 - ETA: 4s - loss: 2.5361e-06 - acc: 1.000 - ETA: 4s - loss: 2.3496e-06 - acc: 1.000 - ETA: 4s - loss: 2.1372e-06 - acc: 1.000 - ETA: 4s - loss: 2.0027e-06 - acc: 1.000 - ETA: 4s - loss: 1.8683e-06 - acc: 1.000 - ETA: 4s - loss: 1.7674e-06 - acc: 1.000 - ETA: 4s - loss: 1.6700e-06 - acc: 1.000 - ETA: 4s - loss: 1.5666e-06 - acc: 1.000 - ETA: 4s - loss: 1.4761e-06 - acc: 1.000 - ETA: 4s - loss: 1.4154e-06 - acc: 1.000 - ETA: 4s - loss: 1.3425e-06 - acc: 1.000 - ETA: 3s - loss: 1.2792e-06 - acc: 1.000 - ETA: 3s - loss: 2.1287e-06 - acc: 1.000 - ETA: 3s - loss: 2.0308e-06 - acc: 1.000 - ETA: 3s - loss: 1.9421e-06 - acc: 1.000 - ETA: 3s - loss: 1.8807e-06 - acc: 1.000 - ETA: 3s - loss: 1.8049e-06 - acc: 1.000 - ETA: 3s - loss: 1.9640e-06 - acc: 1.000 - ETA: 3s - loss: 1.9086e-06 - acc: 1.000 - ETA: 3s - loss: 1.8398e-06 - acc: 1.000 - ETA: 3s - loss: 1.7921e-06 - acc: 1.000 - ETA: 3s - loss: 1.7498e-06 - acc: 1.000 - ETA: 3s - loss: 1.7112e-06 - acc: 1.000 - ETA: 3s - loss: 1.6572e-06 - acc: 1.000 - ETA: 3s - loss: 1.6072e-06 - acc: 1.000 - ETA: 3s - loss: 1.5721e-06 - acc: 1.000 - ETA: 3s - loss: 1.5270e-06 - acc: 1.000 - ETA: 3s - loss: 1.4950e-06 - acc: 1.000 - ETA: 3s - loss: 1.6964e-06 - acc: 1.000 - ETA: 3s - loss: 1.6626e-06 - acc: 1.000 - ETA: 2s - loss: 1.6196e-06 - acc: 1.000 - ETA: 2s - loss: 1.5790e-06 - acc: 1.000 - ETA: 2s - loss: 1.5403e-06 - acc: 1.000 - ETA: 2s - loss: 1.5126e-06 - acc: 1.000 - ETA: 2s - loss: 1.4784e-06 - acc: 1.000 - ETA: 2s - loss: 1.6161e-06 - acc: 1.000 - ETA: 2s - loss: 1.5890e-06 - acc: 1.000 - ETA: 2s - loss: 1.5561e-06 - acc: 1.000 - ETA: 2s - loss: 1.5229e-06 - acc: 1.000 - ETA: 2s - loss: 0.0034 - acc: 0.9997 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0038 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - 5s 798us/step - loss: 0.0077 - acc: 0.9991 - val_loss: 1.6173 - val_acc: 0.8467 Epoch 01447: val_loss did not improve from 0.55729 Epoch 1448/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 2.4498e-07 - acc: 1.000 - ETA: 5s - loss: 0.0539 - acc: 0.9944 - ETA: 4s - loss: 0.0374 - acc: 0.996 - ETA: 4s - loss: 0.0304 - acc: 0.996 - ETA: 4s - loss: 0.0649 - acc: 0.995 - ETA: 4s - loss: 0.0541 - acc: 0.995 - ETA: 4s - loss: 0.0464 - acc: 0.996 - ETA: 4s - loss: 0.0419 - acc: 0.996 - ETA: 4s - loss: 0.0371 - acc: 0.997 - ETA: 4s - loss: 0.0333 - acc: 0.997 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 808us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5418 - val_acc: 0.8539 Epoch 01448: val_loss did not improve from 0.55729 Epoch 1449/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2120e-07 - acc: 1.000 - ETA: 4s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 2.3513e-07 - acc: 1.000 - ETA: 4s - loss: 2.5099e-07 - acc: 1.000 - ETA: 4s - loss: 2.4690e-06 - acc: 1.000 - ETA: 4s - loss: 2.2057e-06 - acc: 1.000 - ETA: 4s - loss: 2.1011e-06 - acc: 1.000 - ETA: 4s - loss: 2.1419e-06 - acc: 1.000 - ETA: 4s - loss: 1.9492e-06 - acc: 1.000 - ETA: 4s - loss: 1.8332e-06 - acc: 1.000 - ETA: 4s - loss: 1.6976e-06 - acc: 1.000 - ETA: 4s - loss: 1.5786e-06 - acc: 1.000 - ETA: 4s - loss: 1.5130e-06 - acc: 1.000 - ETA: 4s - loss: 1.6230e-06 - acc: 1.000 - ETA: 4s - loss: 1.5515e-06 - acc: 1.000 - ETA: 4s - loss: 1.4796e-06 - acc: 1.000 - ETA: 4s - loss: 1.4103e-06 - acc: 1.000 - ETA: 4s - loss: 1.3580e-06 - acc: 1.000 - ETA: 3s - loss: 1.2965e-06 - acc: 1.000 - ETA: 3s - loss: 1.2391e-06 - acc: 1.000 - ETA: 3s - loss: 1.1995e-06 - acc: 1.000 - ETA: 3s - loss: 1.1511e-06 - acc: 1.000 - ETA: 3s - loss: 1.1145e-06 - acc: 1.000 - ETA: 3s - loss: 1.0734e-06 - acc: 1.000 - ETA: 3s - loss: 1.0448e-06 - acc: 1.000 - ETA: 3s - loss: 1.0095e-06 - acc: 1.000 - ETA: 3s - loss: 9.7762e-07 - acc: 1.000 - ETA: 3s - loss: 1.0148e-06 - acc: 1.000 - ETA: 3s - loss: 9.9124e-07 - acc: 1.000 - ETA: 3s - loss: 1.2209e-06 - acc: 1.000 - ETA: 3s - loss: 1.1883e-06 - acc: 1.000 - ETA: 3s - loss: 1.1583e-06 - acc: 1.000 - ETA: 3s - loss: 1.1341e-06 - acc: 1.000 - ETA: 3s - loss: 1.1040e-06 - acc: 1.000 - ETA: 3s - loss: 2.2503e-06 - acc: 1.000 - ETA: 3s - loss: 2.1935e-06 - acc: 1.000 - ETA: 2s - loss: 2.1365e-06 - acc: 1.000 - ETA: 2s - loss: 2.2945e-06 - acc: 1.000 - ETA: 2s - loss: 2.2465e-06 - acc: 1.000 - ETA: 2s - loss: 2.2051e-06 - acc: 1.000 - ETA: 2s - loss: 2.1653e-06 - acc: 1.000 - ETA: 2s - loss: 2.1145e-06 - acc: 1.000 - ETA: 2s - loss: 2.0780e-06 - acc: 1.000 - ETA: 2s - loss: 0.0048 - acc: 0.9997 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 800us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5837 - val_acc: 0.8515 Epoch 01449: val_loss did not improve from 0.55729 Epoch 1450/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.2683e-07 - acc: 1.000 - ETA: 5s - loss: 1.2492e-07 - acc: 1.000 - ETA: 4s - loss: 3.5950e-07 - acc: 1.000 - ETA: 4s - loss: 3.1144e-07 - acc: 1.000 - ETA: 4s - loss: 3.9352e-07 - acc: 1.000 - ETA: 4s - loss: 3.8839e-07 - acc: 1.000 - ETA: 4s - loss: 3.6542e-07 - acc: 1.000 - ETA: 4s - loss: 3.3881e-07 - acc: 1.000 - ETA: 4s - loss: 3.2610e-07 - acc: 1.000 - ETA: 4s - loss: 3.1052e-07 - acc: 1.000 - ETA: 4s - loss: 1.1590e-05 - acc: 1.000 - ETA: 4s - loss: 1.0888e-05 - acc: 1.000 - ETA: 4s - loss: 1.0076e-05 - acc: 1.000 - ETA: 4s - loss: 9.5426e-06 - acc: 1.000 - ETA: 4s - loss: 8.9145e-06 - acc: 1.000 - ETA: 4s - loss: 8.4962e-06 - acc: 1.000 - ETA: 4s - loss: 7.9975e-06 - acc: 1.000 - ETA: 4s - loss: 7.5539e-06 - acc: 1.000 - ETA: 4s - loss: 7.1575e-06 - acc: 1.000 - ETA: 3s - loss: 6.8921e-06 - acc: 1.000 - ETA: 3s - loss: 6.6413e-06 - acc: 1.000 - ETA: 3s - loss: 6.3343e-06 - acc: 1.000 - ETA: 3s - loss: 6.0554e-06 - acc: 1.000 - ETA: 3s - loss: 4.4358e-04 - acc: 0.999 - ETA: 3s - loss: 4.2511e-04 - acc: 0.999 - ETA: 3s - loss: 4.0811e-04 - acc: 0.999 - ETA: 3s - loss: 3.9639e-04 - acc: 0.999 - ETA: 3s - loss: 3.8158e-04 - acc: 0.999 - ETA: 3s - loss: 3.7117e-04 - acc: 0.999 - ETA: 3s - loss: 3.5816e-04 - acc: 0.999 - ETA: 3s - loss: 3.4604e-04 - acc: 0.999 - ETA: 3s - loss: 3.3747e-04 - acc: 0.999 - ETA: 3s - loss: 3.2667e-04 - acc: 0.999 - ETA: 3s - loss: 3.2024e-04 - acc: 0.999 - ETA: 3s - loss: 3.1054e-04 - acc: 0.999 - ETA: 3s - loss: 3.0974e-04 - acc: 0.999 - ETA: 3s - loss: 3.0182e-04 - acc: 0.999 - ETA: 2s - loss: 2.9550e-04 - acc: 0.999 - ETA: 2s - loss: 2.8746e-04 - acc: 0.999 - ETA: 2s - loss: 2.7985e-04 - acc: 0.999 - ETA: 2s - loss: 2.7440e-04 - acc: 0.999 - ETA: 2s - loss: 2.6745e-04 - acc: 0.999 - ETA: 2s - loss: 2.6085e-04 - acc: 0.999 - ETA: 2s - loss: 2.5463e-04 - acc: 0.999 - ETA: 2s - loss: 2.5011e-04 - acc: 0.999 - ETA: 2s - loss: 2.4433e-04 - acc: 0.999 - ETA: 2s - loss: 2.4017e-04 - acc: 0.999 - ETA: 2s - loss: 2.3484e-04 - acc: 0.999 - ETA: 2s - loss: 2.2973e-04 - acc: 0.999 - ETA: 2s - loss: 2.2485e-04 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.9995 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 799us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.5225 - val_acc: 0.8623 Epoch 01450: val_loss did not improve from 0.55729 Epoch 1451/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 4s - loss: 2.5988e-07 - acc: 1.000 - ETA: 5s - loss: 3.1032e-07 - acc: 1.000 - ETA: 4s - loss: 3.3329e-07 - acc: 1.000 - ETA: 4s - loss: 3.0796e-07 - acc: 1.000 - ETA: 4s - loss: 2.6885e-07 - acc: 1.000 - ETA: 4s - loss: 2.6226e-07 - acc: 1.000 - ETA: 4s - loss: 2.4782e-07 - acc: 1.000 - ETA: 4s - loss: 2.4716e-07 - acc: 1.000 - ETA: 4s - loss: 3.0504e-07 - acc: 1.000 - ETA: 4s - loss: 2.0447e-06 - acc: 1.000 - ETA: 4s - loss: 1.8574e-06 - acc: 1.000 - ETA: 4s - loss: 0.0153 - acc: 0.9989 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 795us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.5885 - val_acc: 0.8455 Epoch 01451: val_loss did not improve from 0.55729 Epoch 1452/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4529e-07 - acc: 1.000 - ETA: 5s - loss: 2.0386e-06 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 1.0000 - ETA: 4s - loss: 0.0018 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0040 - acc: 0.998 - ETA: 1s - loss: 0.0039 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0038 - acc: 0.998 - ETA: 1s - loss: 0.0037 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0060 - acc: 0.998 - ETA: 0s - loss: 0.0059 - acc: 0.998 - ETA: 0s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 792us/step - loss: 0.0089 - acc: 0.9987 - val_loss: 1.5762 - val_acc: 0.8563 Epoch 01452: val_loss did not improve from 0.55729 Epoch 1453/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 2.9836e-06 - acc: 1.000 - ETA: 4s - loss: 2.8129e-06 - acc: 1.000 - ETA: 4s - loss: 2.1395e-06 - acc: 1.000 - ETA: 4s - loss: 1.7354e-06 - acc: 1.000 - ETA: 4s - loss: 1.4664e-06 - acc: 1.000 - ETA: 4s - loss: 0.0256 - acc: 0.9982 - ETA: 4s - loss: 0.0458 - acc: 0.996 - ETA: 4s - loss: 0.0419 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0473 - acc: 0.996 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0357 - acc: 0.997 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.998 - ETA: 3s - loss: 0.0373 - acc: 0.997 - ETA: 3s - loss: 0.0360 - acc: 0.997 - ETA: 3s - loss: 0.0343 - acc: 0.997 - ETA: 3s - loss: 0.0328 - acc: 0.997 - ETA: 3s - loss: 0.0314 - acc: 0.997 - ETA: 3s - loss: 0.0305 - acc: 0.998 - ETA: 3s - loss: 0.0308 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0287 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 794us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.5694 - val_acc: 0.8503 Epoch 01453: val_loss did not improve from 0.55729 Epoch 1454/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0088e-06 - acc: 1.000 - ETA: 5s - loss: 1.2135e-06 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0292 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0286 - acc: 0.997 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 794us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.5536 - val_acc: 0.8395 Epoch 01454: val_loss did not improve from 0.55729 Epoch 1455/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2368e-07 - acc: 1.000 - ETA: 4s - loss: 1.2279e-07 - acc: 1.000 - ETA: 4s - loss: 1.2203e-07 - acc: 1.000 - ETA: 4s - loss: 1.2154e-07 - acc: 1.000 - ETA: 4s - loss: 1.2340e-07 - acc: 1.000 - ETA: 4s - loss: 1.2298e-07 - acc: 1.000 - ETA: 4s - loss: 1.2359e-07 - acc: 1.000 - ETA: 4s - loss: 1.2313e-07 - acc: 1.000 - ETA: 4s - loss: 1.2631e-07 - acc: 1.000 - ETA: 4s - loss: 1.2583e-07 - acc: 1.000 - ETA: 4s - loss: 1.2529e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2475e-07 - acc: 1.000 - ETA: 4s - loss: 1.2722e-07 - acc: 1.000 - ETA: 4s - loss: 1.2843e-07 - acc: 1.000 - ETA: 4s - loss: 1.2793e-07 - acc: 1.000 - ETA: 4s - loss: 1.2753e-07 - acc: 1.000 - ETA: 3s - loss: 1.2736e-07 - acc: 1.000 - ETA: 3s - loss: 5.0383e-07 - acc: 1.000 - ETA: 3s - loss: 5.0020e-07 - acc: 1.000 - ETA: 3s - loss: 5.0094e-07 - acc: 1.000 - ETA: 3s - loss: 4.8416e-07 - acc: 1.000 - ETA: 3s - loss: 4.7683e-07 - acc: 1.000 - ETA: 3s - loss: 4.6223e-07 - acc: 1.000 - ETA: 3s - loss: 4.5053e-07 - acc: 1.000 - ETA: 3s - loss: 4.3803e-07 - acc: 1.000 - ETA: 3s - loss: 4.3109e-07 - acc: 1.000 - ETA: 3s - loss: 4.2005e-07 - acc: 1.000 - ETA: 3s - loss: 4.1024e-07 - acc: 1.000 - ETA: 3s - loss: 4.0062e-07 - acc: 1.000 - ETA: 3s - loss: 3.9381e-07 - acc: 1.000 - ETA: 3s - loss: 3.8523e-07 - acc: 1.000 - ETA: 3s - loss: 3.7717e-07 - acc: 1.000 - ETA: 3s - loss: 4.1330e-07 - acc: 1.000 - ETA: 2s - loss: 4.0483e-07 - acc: 1.000 - ETA: 2s - loss: 3.9941e-07 - acc: 1.000 - ETA: 2s - loss: 3.9365e-07 - acc: 1.000 - ETA: 2s - loss: 3.8852e-07 - acc: 1.000 - ETA: 2s - loss: 3.8152e-07 - acc: 1.000 - ETA: 2s - loss: 3.8691e-07 - acc: 1.000 - ETA: 2s - loss: 3.8026e-07 - acc: 1.000 - ETA: 2s - loss: 3.7393e-07 - acc: 1.000 - ETA: 2s - loss: 4.9474e-07 - acc: 1.000 - ETA: 2s - loss: 4.8601e-07 - acc: 1.000 - ETA: 2s - loss: 4.7972e-07 - acc: 1.000 - ETA: 2s - loss: 4.7166e-07 - acc: 1.000 - ETA: 2s - loss: 0.0044 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - 5s 795us/step - loss: 0.0086 - acc: 0.9993 - val_loss: 1.6144 - val_acc: 0.8455 Epoch 01455: val_loss did not improve from 0.55729 Epoch 1456/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9133e-06 - acc: 1.000 - ETA: 5s - loss: 5.6774e-07 - acc: 1.000 - ETA: 5s - loss: 3.8233e-07 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.3780e-04 - acc: 1.000 - ETA: 5s - loss: 6.9821e-04 - acc: 1.000 - ETA: 4s - loss: 5.7128e-04 - acc: 1.000 - ETA: 4s - loss: 5.0280e-04 - acc: 1.000 - ETA: 4s - loss: 6.1899e-04 - acc: 1.000 - ETA: 4s - loss: 5.6097e-04 - acc: 1.000 - ETA: 4s - loss: 5.0642e-04 - acc: 1.000 - ETA: 4s - loss: 4.5579e-04 - acc: 1.000 - ETA: 4s - loss: 4.1441e-04 - acc: 1.000 - ETA: 4s - loss: 3.7989e-04 - acc: 1.000 - ETA: 4s - loss: 3.5070e-04 - acc: 1.000 - ETA: 4s - loss: 3.2567e-04 - acc: 1.000 - ETA: 4s - loss: 3.0402e-04 - acc: 1.000 - ETA: 4s - loss: 2.8503e-04 - acc: 1.000 - ETA: 4s - loss: 2.7228e-04 - acc: 1.000 - ETA: 4s - loss: 2.5694e-04 - acc: 1.000 - ETA: 4s - loss: 2.4325e-04 - acc: 1.000 - ETA: 3s - loss: 2.3094e-04 - acc: 1.000 - ETA: 3s - loss: 2.2250e-04 - acc: 1.000 - ETA: 3s - loss: 2.1216e-04 - acc: 1.000 - ETA: 3s - loss: 2.0318e-04 - acc: 1.000 - ETA: 3s - loss: 1.9663e-04 - acc: 1.000 - ETA: 3s - loss: 1.8896e-04 - acc: 1.000 - ETA: 3s - loss: 1.8148e-04 - acc: 1.000 - ETA: 3s - loss: 0.0078 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 794us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.6778 - val_acc: 0.8455 Epoch 01456: val_loss did not improve from 0.55729 Epoch 1457/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0126 - acc: 0.9937 - ETA: 4s - loss: 0.0084 - acc: 0.995 - ETA: 4s - loss: 0.0067 - acc: 0.996 - ETA: 4s - loss: 0.0053 - acc: 0.997 - ETA: 4s - loss: 0.0044 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9682e-04 - acc: 0.999 - ETA: 3s - loss: 9.6807e-04 - acc: 0.999 - ETA: 3s - loss: 9.3235e-04 - acc: 0.999 - ETA: 3s - loss: 8.9906e-04 - acc: 0.999 - ETA: 3s - loss: 8.7561e-04 - acc: 0.999 - ETA: 3s - loss: 8.4625e-04 - acc: 0.999 - ETA: 3s - loss: 8.1873e-04 - acc: 0.999 - ETA: 3s - loss: 7.9301e-04 - acc: 0.999 - ETA: 3s - loss: 7.7471e-04 - acc: 0.999 - ETA: 3s - loss: 7.5724e-04 - acc: 0.999 - ETA: 3s - loss: 7.3513e-04 - acc: 0.999 - ETA: 2s - loss: 7.1428e-04 - acc: 0.999 - ETA: 2s - loss: 6.9458e-04 - acc: 0.999 - ETA: 2s - loss: 6.8051e-04 - acc: 0.999 - ETA: 2s - loss: 6.6260e-04 - acc: 0.999 - ETA: 2s - loss: 6.4562e-04 - acc: 0.999 - ETA: 2s - loss: 6.2949e-04 - acc: 0.999 - ETA: 2s - loss: 6.1790e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9994 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 794us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.6269 - val_acc: 0.8443 Epoch 01457: val_loss did not improve from 0.55729 Epoch 1458/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0973e-07 - acc: 1.000 - ETA: 4s - loss: 0.0018 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 8.4805e-04 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9983 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 792us/step - loss: 0.0109 - acc: 0.9988 - val_loss: 1.6684 - val_acc: 0.8467 Epoch 01458: val_loss did not improve from 0.55729 Epoch 1459/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3590e-07 - acc: 1.000 - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3361e-07 - acc: 1.000 - ETA: 4s - loss: 1.3001e-07 - acc: 1.000 - ETA: 4s - loss: 1.8477e-05 - acc: 1.000 - ETA: 4s - loss: 1.5425e-05 - acc: 1.000 - ETA: 4s - loss: 1.3238e-05 - acc: 1.000 - ETA: 4s - loss: 2.1074e-05 - acc: 1.000 - ETA: 4s - loss: 1.8681e-05 - acc: 1.000 - ETA: 4s - loss: 1.6778e-05 - acc: 1.000 - ETA: 4s - loss: 1.5229e-05 - acc: 1.000 - ETA: 4s - loss: 1.4245e-05 - acc: 1.000 - ETA: 4s - loss: 1.3164e-05 - acc: 1.000 - ETA: 4s - loss: 1.2198e-05 - acc: 1.000 - ETA: 4s - loss: 1.1562e-05 - acc: 1.000 - ETA: 4s - loss: 1.0812e-05 - acc: 1.000 - ETA: 4s - loss: 1.0539e-05 - acc: 1.000 - ETA: 4s - loss: 1.0150e-05 - acc: 1.000 - ETA: 4s - loss: 0.0112 - acc: 0.9993 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 792us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5976 - val_acc: 0.8395 Epoch 01459: val_loss did not improve from 0.55729 Epoch 1460/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 2.5392e-07 - acc: 1.000 - ETA: 5s - loss: 1.4429e-06 - acc: 1.000 - ETA: 4s - loss: 1.1529e-05 - acc: 1.000 - ETA: 4s - loss: 8.9775e-06 - acc: 1.000 - ETA: 4s - loss: 1.7095e-05 - acc: 1.000 - ETA: 4s - loss: 1.4401e-05 - acc: 1.000 - ETA: 4s - loss: 1.2513e-05 - acc: 1.000 - ETA: 4s - loss: 1.1352e-05 - acc: 1.000 - ETA: 4s - loss: 1.6743e-05 - acc: 1.000 - ETA: 4s - loss: 1.5081e-05 - acc: 1.000 - ETA: 4s - loss: 1.4037e-05 - acc: 1.000 - ETA: 4s - loss: 1.2854e-05 - acc: 1.000 - ETA: 4s - loss: 1.2029e-05 - acc: 1.000 - ETA: 4s - loss: 1.1164e-05 - acc: 1.000 - ETA: 4s - loss: 1.0593e-05 - acc: 1.000 - ETA: 4s - loss: 9.9186e-06 - acc: 1.000 - ETA: 4s - loss: 0.0122 - acc: 0.9992 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0221 - acc: 0.998 - ETA: 1s - loss: 0.0217 - acc: 0.998 - ETA: 1s - loss: 0.0214 - acc: 0.998 - ETA: 1s - loss: 0.0211 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - 5s 792us/step - loss: 0.0151 - acc: 0.9990 - val_loss: 1.6218 - val_acc: 0.8455 Epoch 01460: val_loss did not improve from 0.55729 Epoch 1461/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.7432 - acc: 0.950 - ETA: 5s - loss: 0.1488 - acc: 0.990 - ETA: 5s - loss: 0.0930 - acc: 0.993 - ETA: 5s - loss: 0.0620 - acc: 0.995 - ETA: 4s - loss: 0.0465 - acc: 0.996 - ETA: 4s - loss: 0.0372 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0188 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - 5s 793us/step - loss: 0.0166 - acc: 0.9985 - val_loss: 1.6038 - val_acc: 0.8431 Epoch 01461: val_loss did not improve from 0.55729 Epoch 1462/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 5s - loss: 6.2486e-04 - acc: 1.000 - ETA: 5s - loss: 3.1423e-04 - acc: 1.000 - ETA: 4s - loss: 2.0989e-04 - acc: 1.000 - ETA: 4s - loss: 1.6794e-04 - acc: 1.000 - ETA: 4s - loss: 1.3262e-04 - acc: 1.000 - ETA: 4s - loss: 1.0958e-04 - acc: 1.000 - ETA: 4s - loss: 9.7234e-05 - acc: 1.000 - ETA: 4s - loss: 8.4321e-05 - acc: 1.000 - ETA: 4s - loss: 7.4486e-05 - acc: 1.000 - ETA: 4s - loss: 6.8457e-05 - acc: 1.000 - ETA: 4s - loss: 6.1790e-05 - acc: 1.000 - ETA: 4s - loss: 0.0180 - acc: 0.9989 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 798us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.5585 - val_acc: 0.8479 Epoch 01462: val_loss did not improve from 0.55729 Epoch 1463/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0826e-07 - acc: 1.000 - ETA: 4s - loss: 5.3579e-07 - acc: 1.000 - ETA: 4s - loss: 4.4865e-07 - acc: 1.000 - ETA: 4s - loss: 6.9687e-07 - acc: 1.000 - ETA: 4s - loss: 5.9706e-07 - acc: 1.000 - ETA: 4s - loss: 5.8774e-07 - acc: 1.000 - ETA: 4s - loss: 5.5146e-07 - acc: 1.000 - ETA: 4s - loss: 4.9874e-07 - acc: 1.000 - ETA: 4s - loss: 1.1824e-06 - acc: 1.000 - ETA: 4s - loss: 1.2060e-06 - acc: 1.000 - ETA: 4s - loss: 1.1719e-06 - acc: 1.000 - ETA: 4s - loss: 1.1019e-06 - acc: 1.000 - ETA: 4s - loss: 1.0448e-06 - acc: 1.000 - ETA: 4s - loss: 9.9081e-07 - acc: 1.000 - ETA: 4s - loss: 9.6717e-07 - acc: 1.000 - ETA: 4s - loss: 9.2264e-07 - acc: 1.000 - ETA: 4s - loss: 8.8188e-07 - acc: 1.000 - ETA: 4s - loss: 0.0124 - acc: 0.9992 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 803us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.5683 - val_acc: 0.8467 Epoch 01463: val_loss did not improve from 0.55729 Epoch 1464/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9900 - ETA: 5s - loss: 0.0084 - acc: 0.993 - ETA: 4s - loss: 0.0056 - acc: 0.995 - ETA: 4s - loss: 0.0042 - acc: 0.996 - ETA: 4s - loss: 0.0035 - acc: 0.997 - ETA: 4s - loss: 0.0029 - acc: 0.997 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5305e-04 - acc: 0.999 - ETA: 3s - loss: 9.0223e-04 - acc: 0.999 - ETA: 3s - loss: 8.6753e-04 - acc: 0.999 - ETA: 3s - loss: 8.2522e-04 - acc: 0.999 - ETA: 3s - loss: 7.9610e-04 - acc: 0.999 - ETA: 3s - loss: 7.6032e-04 - acc: 0.999 - ETA: 3s - loss: 7.2763e-04 - acc: 0.999 - ETA: 3s - loss: 6.9763e-04 - acc: 0.999 - ETA: 3s - loss: 6.7000e-04 - acc: 0.999 - ETA: 3s - loss: 6.4449e-04 - acc: 0.999 - ETA: 3s - loss: 6.2659e-04 - acc: 0.999 - ETA: 3s - loss: 6.0421e-04 - acc: 0.999 - ETA: 3s - loss: 5.8338e-04 - acc: 0.999 - ETA: 3s - loss: 5.6868e-04 - acc: 0.999 - ETA: 3s - loss: 5.5021e-04 - acc: 0.999 - ETA: 3s - loss: 5.3289e-04 - acc: 0.999 - ETA: 3s - loss: 5.5432e-04 - acc: 0.999 - ETA: 3s - loss: 5.4013e-04 - acc: 0.999 - ETA: 3s - loss: 5.2448e-04 - acc: 0.999 - ETA: 2s - loss: 5.1332e-04 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.9993 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 794us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5109 - val_acc: 0.8563 Epoch 01464: val_loss did not improve from 0.55729 Epoch 1465/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.8030e-07 - acc: 1.000 - ETA: 5s - loss: 1.4976e-07 - acc: 1.000 - ETA: 4s - loss: 2.3097e-07 - acc: 1.000 - ETA: 4s - loss: 2.0582e-07 - acc: 1.000 - ETA: 4s - loss: 1.9309e-07 - acc: 1.000 - ETA: 4s - loss: 1.8724e-07 - acc: 1.000 - ETA: 4s - loss: 4.0897e-07 - acc: 1.000 - ETA: 4s - loss: 3.7999e-07 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0344 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 814us/step - loss: 0.0103 - acc: 0.9993 - val_loss: 1.5847 - val_acc: 0.8407 Epoch 01465: val_loss did not improve from 0.55729 Epoch 1466/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.7583e-07 - acc: 1.000 - ETA: 4s - loss: 1.5845e-07 - acc: 1.000 - ETA: 4s - loss: 1.4994e-07 - acc: 1.000 - ETA: 4s - loss: 1.4540e-07 - acc: 1.000 - ETA: 4s - loss: 1.5821e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 5s 794us/step - loss: 0.0100 - acc: 0.9990 - val_loss: 1.5625 - val_acc: 0.8479 Epoch 01466: val_loss did not improve from 0.55729 Epoch 1467/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 7.5342e-07 - acc: 1.000 - ETA: 5s - loss: 8.1846e-07 - acc: 1.000 - ETA: 4s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 796us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.6863 - val_acc: 0.8431 Epoch 01467: val_loss did not improve from 0.55729 Epoch 1468/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 6.1415e-05 - acc: 1.000 - ETA: 5s - loss: 0.0510 - acc: 0.9937 - ETA: 5s - loss: 0.0340 - acc: 0.995 - ETA: 4s - loss: 0.0255 - acc: 0.996 - ETA: 4s - loss: 0.0610 - acc: 0.995 - ETA: 4s - loss: 0.0530 - acc: 0.995 - ETA: 4s - loss: 0.0452 - acc: 0.996 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 795us/step - loss: 0.0139 - acc: 0.9990 - val_loss: 1.6165 - val_acc: 0.8491 Epoch 01468: val_loss did not improve from 0.55729 Epoch 1469/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 1.0000 - ETA: 5s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 0.0635 - acc: 0.995 - ETA: 4s - loss: 0.0466 - acc: 0.996 - ETA: 4s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0337 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 795us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6432 - val_acc: 0.8383 Epoch 01469: val_loss did not improve from 0.55729 Epoch 1470/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.0068e-07 - acc: 1.000 - ETA: 4s - loss: 8.5176e-07 - acc: 1.000 - ETA: 4s - loss: 5.2618e-07 - acc: 1.000 - ETA: 4s - loss: 5.1385e-07 - acc: 1.000 - ETA: 4s - loss: 4.6015e-07 - acc: 1.000 - ETA: 4s - loss: 4.3559e-07 - acc: 1.000 - ETA: 4s - loss: 3.9732e-07 - acc: 1.000 - ETA: 4s - loss: 3.5465e-07 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0470 - acc: 0.997 - ETA: 4s - loss: 0.0432 - acc: 0.997 - ETA: 4s - loss: 0.0390 - acc: 0.997 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.998 - ETA: 4s - loss: 0.0454 - acc: 0.997 - ETA: 4s - loss: 0.0429 - acc: 0.997 - ETA: 4s - loss: 0.0401 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.998 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0290 - acc: 0.998 - ETA: 3s - loss: 0.0280 - acc: 0.998 - ETA: 3s - loss: 0.0267 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 793us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.6640 - val_acc: 0.8491 Epoch 01470: val_loss did not improve from 0.55729 Epoch 1471/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7107e-07 - acc: 1.000 - ETA: 5s - loss: 1.6623e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 4s - loss: 1.4640e-07 - acc: 1.000 - ETA: 4s - loss: 1.5050e-07 - acc: 1.000 - ETA: 4s - loss: 1.4529e-07 - acc: 1.000 - ETA: 4s - loss: 1.4188e-07 - acc: 1.000 - ETA: 4s - loss: 1.9764e-05 - acc: 1.000 - ETA: 4s - loss: 1.8223e-05 - acc: 1.000 - ETA: 4s - loss: 1.6402e-05 - acc: 1.000 - ETA: 4s - loss: 1.4890e-05 - acc: 1.000 - ETA: 4s - loss: 1.3655e-05 - acc: 1.000 - ETA: 4s - loss: 1.2845e-05 - acc: 1.000 - ETA: 4s - loss: 1.1902e-05 - acc: 1.000 - ETA: 4s - loss: 1.1093e-05 - acc: 1.000 - ETA: 4s - loss: 1.0554e-05 - acc: 1.000 - ETA: 4s - loss: 1.0088e-05 - acc: 1.000 - ETA: 4s - loss: 9.6481e-06 - acc: 1.000 - ETA: 4s - loss: 9.1187e-06 - acc: 1.000 - ETA: 3s - loss: 0.0106 - acc: 0.9993 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 5s 795us/step - loss: 0.0147 - acc: 0.9987 - val_loss: 1.5570 - val_acc: 0.8503 Epoch 01471: val_loss did not improve from 0.55729 Epoch 1472/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2392e-06 - acc: 1.000 - ETA: 5s - loss: 2.0018e-06 - acc: 1.000 - ETA: 5s - loss: 1.4884e-06 - acc: 1.000 - ETA: 4s - loss: 0.0302 - acc: 0.9967 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 5s 794us/step - loss: 0.0087 - acc: 0.9991 - val_loss: 1.5004 - val_acc: 0.8491 Epoch 01472: val_loss did not improve from 0.55729 Epoch 1473/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 2.1160e-07 - acc: 1.000 - ETA: 4s - loss: 1.8403e-07 - acc: 1.000 - ETA: 4s - loss: 1.7844e-07 - acc: 1.000 - ETA: 4s - loss: 4.4595e-07 - acc: 1.000 - ETA: 4s - loss: 4.4186e-07 - acc: 1.000 - ETA: 4s - loss: 6.4582e-07 - acc: 1.000 - ETA: 4s - loss: 5.7560e-07 - acc: 1.000 - ETA: 4s - loss: 5.2209e-07 - acc: 1.000 - ETA: 4s - loss: 4.7968e-07 - acc: 1.000 - ETA: 4s - loss: 6.2501e-07 - acc: 1.000 - ETA: 4s - loss: 7.4794e-07 - acc: 1.000 - ETA: 4s - loss: 7.1255e-07 - acc: 1.000 - ETA: 4s - loss: 6.8394e-07 - acc: 1.000 - ETA: 4s - loss: 6.4360e-07 - acc: 1.000 - ETA: 4s - loss: 6.0993e-07 - acc: 1.000 - ETA: 4s - loss: 5.8657e-07 - acc: 1.000 - ETA: 4s - loss: 5.6173e-07 - acc: 1.000 - ETA: 4s - loss: 5.4335e-07 - acc: 1.000 - ETA: 4s - loss: 5.2620e-07 - acc: 1.000 - ETA: 3s - loss: 5.0739e-07 - acc: 1.000 - ETA: 3s - loss: 4.9118e-07 - acc: 1.000 - ETA: 3s - loss: 4.7388e-07 - acc: 1.000 - ETA: 3s - loss: 4.6192e-07 - acc: 1.000 - ETA: 3s - loss: 4.4718e-07 - acc: 1.000 - ETA: 3s - loss: 4.3783e-07 - acc: 1.000 - ETA: 3s - loss: 4.8759e-07 - acc: 1.000 - ETA: 3s - loss: 4.7468e-07 - acc: 1.000 - ETA: 3s - loss: 1.9060e-06 - acc: 1.000 - ETA: 3s - loss: 0.0034 - acc: 0.9995 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 798us/step - loss: 0.0115 - acc: 0.9988 - val_loss: 1.5973 - val_acc: 0.8395 Epoch 01473: val_loss did not improve from 0.55729 Epoch 1474/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0404 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.998 - ETA: 4s - loss: 0.0261 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 797us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.6313 - val_acc: 0.8419 Epoch 01474: val_loss did not improve from 0.55729 Epoch 1475/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0031 - acc: 1.000 - ETA: 5s - loss: 6.2410e-04 - acc: 1.000 - ETA: 4s - loss: 3.4685e-04 - acc: 1.000 - ETA: 4s - loss: 2.6042e-04 - acc: 1.000 - ETA: 4s - loss: 5.4142e-04 - acc: 1.000 - ETA: 4s - loss: 4.3316e-04 - acc: 1.000 - ETA: 4s - loss: 3.6099e-04 - acc: 1.000 - ETA: 4s - loss: 3.0944e-04 - acc: 1.000 - ETA: 4s - loss: 2.7963e-04 - acc: 1.000 - ETA: 4s - loss: 2.4770e-04 - acc: 1.000 - ETA: 4s - loss: 2.4254e-04 - acc: 1.000 - ETA: 4s - loss: 2.2522e-04 - acc: 1.000 - ETA: 4s - loss: 0.0177 - acc: 0.9989 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 795us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.6301 - val_acc: 0.8443 Epoch 01475: val_loss did not improve from 0.55729 Epoch 1476/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 798us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5582 - val_acc: 0.8587 Epoch 01476: val_loss did not improve from 0.55729 Epoch 1477/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0166e-06 - acc: 1.000 - ETA: 5s - loss: 1.3051e-06 - acc: 1.000 - ETA: 5s - loss: 0.0635 - acc: 0.9958 - ETA: 5s - loss: 0.0508 - acc: 0.996 - ETA: 5s - loss: 0.0423 - acc: 0.997 - ETA: 5s - loss: 0.0363 - acc: 0.997 - ETA: 5s - loss: 0.0317 - acc: 0.997 - ETA: 5s - loss: 0.0282 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0461 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0382 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0320 - acc: 0.998 - ETA: 4s - loss: 0.0302 - acc: 0.998 - ETA: 4s - loss: 0.0285 - acc: 0.998 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 803us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.5589 - val_acc: 0.8491 Epoch 01477: val_loss did not improve from 0.55729 Epoch 1478/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 800us/step - loss: 0.0082 - acc: 0.9993 - val_loss: 1.5920 - val_acc: 0.8455 Epoch 01478: val_loss did not improve from 0.55729 Epoch 1479/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.0504e-07 - acc: 1.000 - ETA: 4s - loss: 6.3358e-07 - acc: 1.000 - ETA: 4s - loss: 5.4243e-07 - acc: 1.000 - ETA: 4s - loss: 2.8837e-06 - acc: 1.000 - ETA: 4s - loss: 2.4841e-05 - acc: 1.000 - ETA: 4s - loss: 2.1294e-05 - acc: 1.000 - ETA: 4s - loss: 1.8562e-05 - acc: 1.000 - ETA: 4s - loss: 1.6454e-05 - acc: 1.000 - ETA: 4s - loss: 1.4780e-05 - acc: 1.000 - ETA: 4s - loss: 1.3733e-05 - acc: 1.000 - ETA: 4s - loss: 1.2551e-05 - acc: 1.000 - ETA: 4s - loss: 1.1597e-05 - acc: 1.000 - ETA: 4s - loss: 1.0947e-05 - acc: 1.000 - ETA: 4s - loss: 1.0433e-05 - acc: 1.000 - ETA: 4s - loss: 9.7570e-06 - acc: 1.000 - ETA: 4s - loss: 0.0124 - acc: 0.9992 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 798us/step - loss: 0.0102 - acc: 0.9990 - val_loss: 1.4940 - val_acc: 0.8527 Epoch 01479: val_loss did not improve from 0.55729 Epoch 1480/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4126e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0453 - acc: 0.995 - ETA: 4s - loss: 0.0378 - acc: 0.995 - ETA: 4s - loss: 0.0324 - acc: 0.996 - ETA: 4s - loss: 0.0283 - acc: 0.996 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0197 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.996 - ETA: 4s - loss: 0.0303 - acc: 0.996 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.996 - ETA: 3s - loss: 0.0282 - acc: 0.996 - ETA: 3s - loss: 0.0272 - acc: 0.996 - ETA: 3s - loss: 0.0289 - acc: 0.996 - ETA: 3s - loss: 0.0275 - acc: 0.996 - ETA: 3s - loss: 0.0265 - acc: 0.996 - ETA: 3s - loss: 0.0254 - acc: 0.996 - ETA: 3s - loss: 0.0246 - acc: 0.996 - ETA: 3s - loss: 0.0237 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.997 - ETA: 3s - loss: 0.0174 - acc: 0.997 - ETA: 2s - loss: 0.0169 - acc: 0.997 - ETA: 2s - loss: 0.0165 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 5s 797us/step - loss: 0.0094 - acc: 0.9988 - val_loss: 1.6209 - val_acc: 0.8503 Epoch 01480: val_loss did not improve from 0.55729 Epoch 1481/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3746e-07 - acc: 1.000 - ETA: 4s - loss: 4.7806e-06 - acc: 1.000 - ETA: 4s - loss: 3.8507e-06 - acc: 1.000 - ETA: 4s - loss: 3.0651e-06 - acc: 1.000 - ETA: 4s - loss: 2.8052e-06 - acc: 1.000 - ETA: 4s - loss: 2.4091e-06 - acc: 1.000 - ETA: 4s - loss: 2.1801e-06 - acc: 1.000 - ETA: 4s - loss: 1.9376e-06 - acc: 1.000 - ETA: 4s - loss: 1.7937e-06 - acc: 1.000 - ETA: 4s - loss: 1.6310e-06 - acc: 1.000 - ETA: 4s - loss: 1.5282e-06 - acc: 1.000 - ETA: 4s - loss: 1.4611e-06 - acc: 1.000 - ETA: 4s - loss: 1.3579e-06 - acc: 1.000 - ETA: 4s - loss: 1.2697e-06 - acc: 1.000 - ETA: 4s - loss: 1.2275e-06 - acc: 1.000 - ETA: 4s - loss: 1.1795e-06 - acc: 1.000 - ETA: 4s - loss: 1.1184e-06 - acc: 1.000 - ETA: 4s - loss: 1.0801e-06 - acc: 1.000 - ETA: 4s - loss: 1.0300e-06 - acc: 1.000 - ETA: 3s - loss: 9.9125e-07 - acc: 1.000 - ETA: 3s - loss: 9.4871e-07 - acc: 1.000 - ETA: 3s - loss: 9.1943e-07 - acc: 1.000 - ETA: 3s - loss: 9.7663e-07 - acc: 1.000 - ETA: 3s - loss: 9.4087e-07 - acc: 1.000 - ETA: 3s - loss: 9.1551e-07 - acc: 1.000 - ETA: 3s - loss: 8.8366e-07 - acc: 1.000 - ETA: 3s - loss: 8.5428e-07 - acc: 1.000 - ETA: 3s - loss: 8.3381e-07 - acc: 1.000 - ETA: 3s - loss: 9.6344e-07 - acc: 1.000 - ETA: 3s - loss: 0.0040 - acc: 0.9996 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 797us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5753 - val_acc: 0.8503 Epoch 01481: val_loss did not improve from 0.55729 Epoch 1482/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.9440e-07 - acc: 1.000 - ETA: 4s - loss: 2.4259e-07 - acc: 1.000 - ETA: 5s - loss: 2.2575e-07 - acc: 1.000 - ETA: 4s - loss: 6.5876e-05 - acc: 1.000 - ETA: 4s - loss: 4.9436e-05 - acc: 1.000 - ETA: 4s - loss: 4.2179e-05 - acc: 1.000 - ETA: 4s - loss: 3.4874e-05 - acc: 1.000 - ETA: 4s - loss: 2.9753e-05 - acc: 1.000 - ETA: 4s - loss: 2.6790e-05 - acc: 1.000 - ETA: 4s - loss: 2.3652e-05 - acc: 1.000 - ETA: 4s - loss: 2.1188e-05 - acc: 1.000 - ETA: 4s - loss: 1.9647e-05 - acc: 1.000 - ETA: 4s - loss: 1.7922e-05 - acc: 1.000 - ETA: 4s - loss: 1.6812e-05 - acc: 1.000 - ETA: 4s - loss: 1.5592e-05 - acc: 1.000 - ETA: 4s - loss: 1.4488e-05 - acc: 1.000 - ETA: 4s - loss: 1.3757e-05 - acc: 1.000 - ETA: 4s - loss: 1.2891e-05 - acc: 1.000 - ETA: 4s - loss: 1.2311e-05 - acc: 1.000 - ETA: 4s - loss: 1.1634e-05 - acc: 1.000 - ETA: 4s - loss: 1.1013e-05 - acc: 1.000 - ETA: 3s - loss: 1.0454e-05 - acc: 1.000 - ETA: 3s - loss: 0.0098 - acc: 0.9994 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 795us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.5438 - val_acc: 0.8467 Epoch 01482: val_loss did not improve from 0.55729 Epoch 1483/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 9.9748e-04 - acc: 1.000 - ETA: 4s - loss: 7.8824e-04 - acc: 1.000 - ETA: 4s - loss: 6.5118e-04 - acc: 1.000 - ETA: 4s - loss: 5.5707e-04 - acc: 1.000 - ETA: 4s - loss: 5.0138e-04 - acc: 1.000 - ETA: 4s - loss: 4.4242e-04 - acc: 1.000 - ETA: 4s - loss: 4.0655e-04 - acc: 1.000 - ETA: 4s - loss: 3.6691e-04 - acc: 1.000 - ETA: 4s - loss: 3.3430e-04 - acc: 1.000 - ETA: 4s - loss: 3.1815e-04 - acc: 1.000 - ETA: 4s - loss: 2.9369e-04 - acc: 1.000 - ETA: 4s - loss: 2.7272e-04 - acc: 1.000 - ETA: 4s - loss: 2.5886e-04 - acc: 1.000 - ETA: 4s - loss: 2.4244e-04 - acc: 1.000 - ETA: 4s - loss: 2.2842e-04 - acc: 1.000 - ETA: 4s - loss: 2.1715e-04 - acc: 1.000 - ETA: 4s - loss: 2.0835e-04 - acc: 1.000 - ETA: 3s - loss: 1.9767e-04 - acc: 1.000 - ETA: 3s - loss: 1.8808e-04 - acc: 1.000 - ETA: 3s - loss: 1.7934e-04 - acc: 1.000 - ETA: 3s - loss: 1.7330e-04 - acc: 1.000 - ETA: 3s - loss: 1.6585e-04 - acc: 1.000 - ETA: 3s - loss: 1.6067e-04 - acc: 1.000 - ETA: 3s - loss: 1.5425e-04 - acc: 1.000 - ETA: 3s - loss: 1.4834e-04 - acc: 1.000 - ETA: 3s - loss: 0.0070 - acc: 0.9995 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 5s 799us/step - loss: 0.0144 - acc: 0.9987 - val_loss: 1.5935 - val_acc: 0.8455 Epoch 01483: val_loss did not improve from 0.55729 Epoch 1484/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5896e-07 - acc: 1.000 - ETA: 5s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 2.2976e-06 - acc: 1.000 - ETA: 5s - loss: 1.5507e-06 - acc: 1.000 - ETA: 5s - loss: 1.4796e-06 - acc: 1.000 - ETA: 5s - loss: 1.2401e-06 - acc: 1.000 - ETA: 4s - loss: 6.6616e-06 - acc: 1.000 - ETA: 4s - loss: 6.5341e-06 - acc: 1.000 - ETA: 4s - loss: 5.6495e-06 - acc: 1.000 - ETA: 4s - loss: 5.1314e-06 - acc: 1.000 - ETA: 4s - loss: 9.9113e-06 - acc: 1.000 - ETA: 4s - loss: 9.8055e-06 - acc: 1.000 - ETA: 4s - loss: 9.2927e-06 - acc: 1.000 - ETA: 4s - loss: 8.5145e-06 - acc: 1.000 - ETA: 4s - loss: 8.2362e-06 - acc: 1.000 - ETA: 4s - loss: 7.6383e-06 - acc: 1.000 - ETA: 4s - loss: 7.2467e-06 - acc: 1.000 - ETA: 4s - loss: 6.9317e-06 - acc: 1.000 - ETA: 4s - loss: 6.5239e-06 - acc: 1.000 - ETA: 4s - loss: 6.2858e-06 - acc: 1.000 - ETA: 4s - loss: 5.9384e-06 - acc: 1.000 - ETA: 4s - loss: 5.6280e-06 - acc: 1.000 - ETA: 4s - loss: 5.4162e-06 - acc: 1.000 - ETA: 3s - loss: 5.1578e-06 - acc: 1.000 - ETA: 3s - loss: 4.9251e-06 - acc: 1.000 - ETA: 3s - loss: 1.5380e-04 - acc: 1.000 - ETA: 3s - loss: 1.4722e-04 - acc: 1.000 - ETA: 3s - loss: 1.4116e-04 - acc: 1.000 - ETA: 3s - loss: 1.3693e-04 - acc: 1.000 - ETA: 3s - loss: 1.3168e-04 - acc: 1.000 - ETA: 3s - loss: 1.2681e-04 - acc: 1.000 - ETA: 3s - loss: 1.2234e-04 - acc: 1.000 - ETA: 3s - loss: 1.1915e-04 - acc: 1.000 - ETA: 3s - loss: 1.1515e-04 - acc: 1.000 - ETA: 3s - loss: 1.1141e-04 - acc: 1.000 - ETA: 3s - loss: 1.0876e-04 - acc: 1.000 - ETA: 3s - loss: 1.0542e-04 - acc: 1.000 - ETA: 3s - loss: 1.0228e-04 - acc: 1.000 - ETA: 3s - loss: 9.9328e-05 - acc: 1.000 - ETA: 3s - loss: 9.7217e-05 - acc: 1.000 - ETA: 2s - loss: 9.4539e-05 - acc: 1.000 - ETA: 2s - loss: 9.2015e-05 - acc: 1.000 - ETA: 2s - loss: 8.9612e-05 - acc: 1.000 - ETA: 2s - loss: 8.7891e-05 - acc: 1.000 - ETA: 2s - loss: 8.5697e-05 - acc: 1.000 - ETA: 2s - loss: 8.3804e-05 - acc: 1.000 - ETA: 2s - loss: 8.2301e-05 - acc: 1.000 - ETA: 2s - loss: 8.0851e-05 - acc: 1.000 - ETA: 2s - loss: 7.8995e-05 - acc: 1.000 - ETA: 2s - loss: 7.7234e-05 - acc: 1.000 - ETA: 2s - loss: 7.5539e-05 - acc: 1.000 - ETA: 2s - loss: 7.4316e-05 - acc: 1.000 - ETA: 2s - loss: 7.2746e-05 - acc: 1.000 - ETA: 2s - loss: 7.1241e-05 - acc: 1.000 - ETA: 2s - loss: 7.0152e-05 - acc: 1.000 - ETA: 2s - loss: 7.0659e-05 - acc: 1.000 - ETA: 2s - loss: 6.9284e-05 - acc: 1.000 - ETA: 1s - loss: 6.8926e-05 - acc: 1.000 - ETA: 1s - loss: 6.7622e-05 - acc: 1.000 - ETA: 1s - loss: 6.6368e-05 - acc: 1.000 - ETA: 1s - loss: 0.0075 - acc: 0.9995 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 800us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.6309 - val_acc: 0.8431 Epoch 01484: val_loss did not improve from 0.55729 Epoch 1485/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3308e-05 - acc: 1.000 - ETA: 4s - loss: 2.9204e-06 - acc: 1.000 - ETA: 5s - loss: 9.0601e-06 - acc: 1.000 - ETA: 4s - loss: 6.0863e-06 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 1.0000 - ETA: 4s - loss: 0.0015 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.1469e-04 - acc: 1.000 - ETA: 4s - loss: 8.1021e-04 - acc: 1.000 - ETA: 4s - loss: 7.2713e-04 - acc: 1.000 - ETA: 4s - loss: 6.7522e-04 - acc: 1.000 - ETA: 4s - loss: 6.1652e-04 - acc: 1.000 - ETA: 4s - loss: 5.6720e-04 - acc: 1.000 - ETA: 4s - loss: 5.3511e-04 - acc: 1.000 - ETA: 4s - loss: 4.9760e-04 - acc: 1.000 - ETA: 4s - loss: 4.7273e-04 - acc: 1.000 - ETA: 4s - loss: 4.4319e-04 - acc: 1.000 - ETA: 4s - loss: 4.1713e-04 - acc: 1.000 - ETA: 4s - loss: 3.9951e-04 - acc: 1.000 - ETA: 4s - loss: 3.7822e-04 - acc: 1.000 - ETA: 3s - loss: 3.6368e-04 - acc: 1.000 - ETA: 3s - loss: 3.4594e-04 - acc: 1.000 - ETA: 3s - loss: 3.3392e-04 - acc: 1.000 - ETA: 3s - loss: 3.2254e-04 - acc: 1.000 - ETA: 3s - loss: 3.0852e-04 - acc: 1.000 - ETA: 3s - loss: 2.9878e-04 - acc: 1.000 - ETA: 3s - loss: 2.8671e-04 - acc: 1.000 - ETA: 3s - loss: 2.7560e-04 - acc: 1.000 - ETA: 3s - loss: 2.6781e-04 - acc: 1.000 - ETA: 3s - loss: 2.6044e-04 - acc: 1.000 - ETA: 3s - loss: 0.0017 - acc: 0.9996 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 806us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.5235 - val_acc: 0.8491 Epoch 01485: val_loss did not improve from 0.55729 Epoch 1486/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3485e-06 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 800us/step - loss: 0.0142 - acc: 0.9985 - val_loss: 1.6403 - val_acc: 0.8371 Epoch 01486: val_loss did not improve from 0.55729 Epoch 1487/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8626e-07 - acc: 1.000 - ETA: 5s - loss: 9.0268e-07 - acc: 1.000 - ETA: 4s - loss: 1.0178e-06 - acc: 1.000 - ETA: 4s - loss: 2.0972e-05 - acc: 1.000 - ETA: 4s - loss: 0.0200 - acc: 0.9974 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 802us/step - loss: 0.0107 - acc: 0.9988 - val_loss: 1.6700 - val_acc: 0.8515 Epoch 01487: val_loss did not improve from 0.55729 Epoch 1488/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 0.0327 - acc: 0.9955 - ETA: 4s - loss: 0.0240 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 800us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.4760 - val_acc: 0.8479 Epoch 01488: val_loss did not improve from 0.55729 Epoch 1489/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.8148e-06 - acc: 1.000 - ETA: 5s - loss: 1.2681e-06 - acc: 1.000 - ETA: 5s - loss: 7.4508e-07 - acc: 1.000 - ETA: 4s - loss: 5.5434e-07 - acc: 1.000 - ETA: 4s - loss: 4.6731e-07 - acc: 1.000 - ETA: 4s - loss: 5.0524e-07 - acc: 1.000 - ETA: 4s - loss: 6.4850e-05 - acc: 1.000 - ETA: 4s - loss: 5.5260e-05 - acc: 1.000 - ETA: 4s - loss: 4.8200e-05 - acc: 1.000 - ETA: 4s - loss: 4.3958e-05 - acc: 1.000 - ETA: 4s - loss: 3.9351e-05 - acc: 1.000 - ETA: 4s - loss: 3.5624e-05 - acc: 1.000 - ETA: 4s - loss: 3.3350e-05 - acc: 1.000 - ETA: 4s - loss: 3.0637e-05 - acc: 1.000 - ETA: 4s - loss: 2.8338e-05 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9991 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 821us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.5852 - val_acc: 0.8455 Epoch 01489: val_loss did not improve from 0.55729 Epoch 1490/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2687e-07 - acc: 1.000 - ETA: 5s - loss: 0.0300 - acc: 0.9955 - ETA: 5s - loss: 0.0236 - acc: 0.996 - ETA: 5s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 811us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.6211 - val_acc: 0.8527 Epoch 01490: val_loss did not improve from 0.55729 Epoch 1491/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5838e-06 - acc: 1.000 - ETA: 5s - loss: 1.2637e-06 - acc: 1.000 - ETA: 5s - loss: 9.2651e-07 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.9958 - ETA: 4s - loss: 0.0678 - acc: 0.993 - ETA: 4s - loss: 0.0571 - acc: 0.994 - ETA: 4s - loss: 0.0472 - acc: 0.995 - ETA: 4s - loss: 0.0402 - acc: 0.996 - ETA: 4s - loss: 0.0362 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 5s 796us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5914 - val_acc: 0.8515 Epoch 01491: val_loss did not improve from 0.55729 Epoch 1492/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2900e-07 - acc: 1.000 - ETA: 5s - loss: 1.3059e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 5s - loss: 1.2765e-07 - acc: 1.000 - ETA: 4s - loss: 1.2612e-07 - acc: 1.000 - ETA: 4s - loss: 1.2735e-07 - acc: 1.000 - ETA: 4s - loss: 1.2651e-07 - acc: 1.000 - ETA: 4s - loss: 1.2562e-07 - acc: 1.000 - ETA: 4s - loss: 8.7148e-07 - acc: 1.000 - ETA: 4s - loss: 8.1506e-07 - acc: 1.000 - ETA: 4s - loss: 7.6819e-07 - acc: 1.000 - ETA: 4s - loss: 7.1411e-07 - acc: 1.000 - ETA: 4s - loss: 6.8104e-07 - acc: 1.000 - ETA: 4s - loss: 6.4040e-07 - acc: 1.000 - ETA: 4s - loss: 6.0512e-07 - acc: 1.000 - ETA: 4s - loss: 5.8160e-07 - acc: 1.000 - ETA: 4s - loss: 7.1905e-07 - acc: 1.000 - ETA: 4s - loss: 6.9354e-07 - acc: 1.000 - ETA: 4s - loss: 7.3850e-07 - acc: 1.000 - ETA: 3s - loss: 7.0674e-07 - acc: 1.000 - ETA: 3s - loss: 6.8549e-07 - acc: 1.000 - ETA: 3s - loss: 6.6004e-07 - acc: 1.000 - ETA: 3s - loss: 6.4330e-07 - acc: 1.000 - ETA: 3s - loss: 6.2076e-07 - acc: 1.000 - ETA: 3s - loss: 6.0038e-07 - acc: 1.000 - ETA: 3s - loss: 5.8595e-07 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - 5s 793us/step - loss: 0.0133 - acc: 0.9991 - val_loss: 1.5217 - val_acc: 0.8527 Epoch 01492: val_loss did not improve from 0.55729 Epoch 1493/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.6448 - val_acc: 0.8443 Epoch 01493: val_loss did not improve from 0.55729 Epoch 1494/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 0.0110 - acc: 0.9875 - ETA: 5s - loss: 0.0063 - acc: 0.992 - ETA: 5s - loss: 0.0040 - acc: 0.995 - ETA: 4s - loss: 0.0029 - acc: 0.996 - ETA: 5s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.996 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 5s 796us/step - loss: 0.0084 - acc: 0.9990 - val_loss: 1.6648 - val_acc: 0.8407 Epoch 01494: val_loss did not improve from 0.55729 Epoch 1495/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0938e-06 - acc: 1.000 - ETA: 4s - loss: 1.5956e-06 - acc: 1.000 - ETA: 4s - loss: 1.3188e-06 - acc: 1.000 - ETA: 4s - loss: 1.1326e-06 - acc: 1.000 - ETA: 4s - loss: 9.9330e-07 - acc: 1.000 - ETA: 4s - loss: 8.8897e-07 - acc: 1.000 - ETA: 4s - loss: 1.4793e-06 - acc: 1.000 - ETA: 4s - loss: 1.3627e-06 - acc: 1.000 - ETA: 4s - loss: 1.2377e-06 - acc: 1.000 - ETA: 4s - loss: 1.1399e-06 - acc: 1.000 - ETA: 4s - loss: 1.0530e-06 - acc: 1.000 - ETA: 4s - loss: 9.9723e-07 - acc: 1.000 - ETA: 4s - loss: 9.3219e-07 - acc: 1.000 - ETA: 4s - loss: 1.1224e-06 - acc: 1.000 - ETA: 4s - loss: 1.0580e-06 - acc: 1.000 - ETA: 4s - loss: 1.0146e-06 - acc: 1.000 - ETA: 4s - loss: 9.6298e-07 - acc: 1.000 - ETA: 4s - loss: 9.1674e-07 - acc: 1.000 - ETA: 3s - loss: 8.9033e-07 - acc: 1.000 - ETA: 3s - loss: 8.5225e-07 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9994 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.6275 - val_acc: 0.8407 Epoch 01495: val_loss did not improve from 0.55729 Epoch 1496/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2875e-07 - acc: 1.000 - ETA: 5s - loss: 4.0532e-07 - acc: 1.000 - ETA: 4s - loss: 4.4314e-07 - acc: 1.000 - ETA: 4s - loss: 3.6692e-07 - acc: 1.000 - ETA: 4s - loss: 3.3036e-07 - acc: 1.000 - ETA: 4s - loss: 2.9517e-07 - acc: 1.000 - ETA: 4s - loss: 2.7705e-07 - acc: 1.000 - ETA: 4s - loss: 2.5688e-07 - acc: 1.000 - ETA: 4s - loss: 2.4149e-07 - acc: 1.000 - ETA: 4s - loss: 1.6797e-06 - acc: 1.000 - ETA: 4s - loss: 1.5345e-06 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 791us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5584 - val_acc: 0.8527 Epoch 01496: val_loss did not improve from 0.55729 Epoch 1497/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3471e-07 - acc: 1.000 - ETA: 5s - loss: 1.0472e-06 - acc: 1.000 - ETA: 4s - loss: 7.3790e-07 - acc: 1.000 - ETA: 4s - loss: 6.0595e-07 - acc: 1.000 - ETA: 4s - loss: 5.0860e-07 - acc: 1.000 - ETA: 4s - loss: 4.5513e-07 - acc: 1.000 - ETA: 4s - loss: 4.1803e-07 - acc: 1.000 - ETA: 4s - loss: 8.5676e-07 - acc: 1.000 - ETA: 4s - loss: 1.4625e-06 - acc: 1.000 - ETA: 4s - loss: 1.3347e-06 - acc: 1.000 - ETA: 4s - loss: 1.2190e-06 - acc: 1.000 - ETA: 4s - loss: 1.1456e-06 - acc: 1.000 - ETA: 4s - loss: 1.4325e-05 - acc: 1.000 - ETA: 4s - loss: 1.3253e-05 - acc: 1.000 - ETA: 4s - loss: 1.2584e-05 - acc: 1.000 - ETA: 4s - loss: 1.1800e-05 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9992 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 794us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.5966 - val_acc: 0.8455 Epoch 01497: val_loss did not improve from 0.55729 Epoch 1498/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3769e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.998 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 4s - loss: 0.0289 - acc: 0.998 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0254 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 795us/step - loss: 0.0117 - acc: 0.9988 - val_loss: 1.4914 - val_acc: 0.8467 Epoch 01498: val_loss did not improve from 0.55729 Epoch 1499/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2288e-07 - acc: 1.000 - ETA: 4s - loss: 1.6930e-04 - acc: 1.000 - ETA: 4s - loss: 1.4393e-04 - acc: 1.000 - ETA: 4s - loss: 1.2949e-04 - acc: 1.000 - ETA: 4s - loss: 1.1150e-04 - acc: 1.000 - ETA: 4s - loss: 9.9668e-05 - acc: 1.000 - ETA: 4s - loss: 8.8607e-05 - acc: 1.000 - ETA: 4s - loss: 7.9779e-05 - acc: 1.000 - ETA: 4s - loss: 7.4221e-05 - acc: 1.000 - ETA: 4s - loss: 6.7918e-05 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9990 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 791us/step - loss: 0.0141 - acc: 0.9990 - val_loss: 1.5020 - val_acc: 0.8443 Epoch 01499: val_loss did not improve from 0.55729 Epoch 1500/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.7519e-07 - acc: 1.000 - ETA: 5s - loss: 5.0068e-07 - acc: 1.000 - ETA: 4s - loss: 0.0078 - acc: 0.9958 - ETA: 4s - loss: 0.0062 - acc: 0.996 - ETA: 4s - loss: 0.0049 - acc: 0.997 - ETA: 4s - loss: 0.0041 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.996 - ETA: 4s - loss: 0.0181 - acc: 0.996 - ETA: 4s - loss: 0.0165 - acc: 0.997 - ETA: 4s - loss: 0.0148 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - 5s 793us/step - loss: 0.0085 - acc: 0.9993 - val_loss: 1.6034 - val_acc: 0.8491 Epoch 01500: val_loss did not improve from 0.55729 Epoch 1501/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9802e-07 - acc: 1.000 - ETA: 4s - loss: 2.6167e-07 - acc: 1.000 - ETA: 5s - loss: 0.0010 - acc: 1.0000 - ETA: 4s - loss: 6.7863e-04 - acc: 1.000 - ETA: 4s - loss: 5.0901e-04 - acc: 1.000 - ETA: 4s - loss: 4.2866e-04 - acc: 1.000 - ETA: 4s - loss: 3.5415e-04 - acc: 1.000 - ETA: 4s - loss: 3.0174e-04 - acc: 1.000 - ETA: 4s - loss: 0.0263 - acc: 0.9984 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 5s 803us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.6325 - val_acc: 0.8467 Epoch 01501: val_loss did not improve from 0.55729 Epoch 1502/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 4.5314e-06 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0452 - acc: 0.995 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0372 - acc: 0.996 - ETA: 4s - loss: 0.0349 - acc: 0.996 - ETA: 4s - loss: 0.0352 - acc: 0.996 - ETA: 4s - loss: 0.0333 - acc: 0.996 - ETA: 4s - loss: 0.0310 - acc: 0.996 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 791us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.4893 - val_acc: 0.8587 Epoch 01502: val_loss did not improve from 0.55729 Epoch 1503/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9206e-07 - acc: 1.000 - ETA: 4s - loss: 3.9637e-07 - acc: 1.000 - ETA: 4s - loss: 2.7319e-07 - acc: 1.000 - ETA: 4s - loss: 2.3494e-07 - acc: 1.000 - ETA: 4s - loss: 2.0601e-07 - acc: 1.000 - ETA: 4s - loss: 2.0579e-07 - acc: 1.000 - ETA: 4s - loss: 1.9074e-07 - acc: 1.000 - ETA: 4s - loss: 1.9912e-07 - acc: 1.000 - ETA: 4s - loss: 1.9122e-07 - acc: 1.000 - ETA: 4s - loss: 2.4319e-07 - acc: 1.000 - ETA: 4s - loss: 2.3866e-07 - acc: 1.000 - ETA: 4s - loss: 1.2490e-06 - acc: 1.000 - ETA: 4s - loss: 1.1528e-06 - acc: 1.000 - ETA: 4s - loss: 1.0706e-06 - acc: 1.000 - ETA: 4s - loss: 1.0170e-06 - acc: 1.000 - ETA: 4s - loss: 9.6341e-07 - acc: 1.000 - ETA: 4s - loss: 9.3829e-07 - acc: 1.000 - ETA: 4s - loss: 9.2281e-07 - acc: 1.000 - ETA: 4s - loss: 8.8701e-07 - acc: 1.000 - ETA: 4s - loss: 8.4375e-07 - acc: 1.000 - ETA: 3s - loss: 8.0650e-07 - acc: 1.000 - ETA: 3s - loss: 7.7374e-07 - acc: 1.000 - ETA: 3s - loss: 7.4979e-07 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 794us/step - loss: 0.0096 - acc: 0.9991 - val_loss: 1.5200 - val_acc: 0.8599 Epoch 01503: val_loss did not improve from 0.55729 Epoch 1504/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6913e-07 - acc: 1.000 - ETA: 5s - loss: 2.2277e-07 - acc: 1.000 - ETA: 4s - loss: 3.1044e-07 - acc: 1.000 - ETA: 4s - loss: 5.5154e-07 - acc: 1.000 - ETA: 4s - loss: 4.8328e-07 - acc: 1.000 - ETA: 4s - loss: 4.8328e-04 - acc: 1.000 - ETA: 4s - loss: 4.1182e-04 - acc: 1.000 - ETA: 4s - loss: 3.7098e-04 - acc: 1.000 - ETA: 4s - loss: 3.2735e-04 - acc: 1.000 - ETA: 4s - loss: 4.2749e-04 - acc: 1.000 - ETA: 4s - loss: 3.9672e-04 - acc: 1.000 - ETA: 4s - loss: 3.6147e-04 - acc: 1.000 - ETA: 4s - loss: 3.3197e-04 - acc: 1.000 - ETA: 4s - loss: 3.0693e-04 - acc: 1.000 - ETA: 4s - loss: 2.8541e-04 - acc: 1.000 - ETA: 4s - loss: 2.7218e-04 - acc: 1.000 - ETA: 4s - loss: 2.5518e-04 - acc: 1.000 - ETA: 4s - loss: 2.4017e-04 - acc: 1.000 - ETA: 4s - loss: 2.3011e-04 - acc: 1.000 - ETA: 3s - loss: 2.1786e-04 - acc: 1.000 - ETA: 3s - loss: 2.0683e-04 - acc: 1.000 - ETA: 3s - loss: 1.9927e-04 - acc: 1.000 - ETA: 3s - loss: 1.9002e-04 - acc: 1.000 - ETA: 3s - loss: 1.8158e-04 - acc: 1.000 - ETA: 3s - loss: 1.7400e-04 - acc: 1.000 - ETA: 3s - loss: 1.6690e-04 - acc: 1.000 - ETA: 3s - loss: 1.6036e-04 - acc: 1.000 - ETA: 3s - loss: 1.5578e-04 - acc: 1.000 - ETA: 3s - loss: 1.5007e-04 - acc: 1.000 - ETA: 3s - loss: 0.0043 - acc: 0.9996 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 794us/step - loss: 0.0105 - acc: 0.9990 - val_loss: 1.5421 - val_acc: 0.8503 Epoch 01504: val_loss did not improve from 0.55729 Epoch 1505/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5480e-06 - acc: 1.000 - ETA: 5s - loss: 1.3479e-06 - acc: 1.000 - ETA: 5s - loss: 2.7879e-04 - acc: 1.000 - ETA: 5s - loss: 2.0289e-04 - acc: 1.000 - ETA: 4s - loss: 1.4954e-04 - acc: 1.000 - ETA: 4s - loss: 1.1808e-04 - acc: 1.000 - ETA: 4s - loss: 9.7567e-05 - acc: 1.000 - ETA: 4s - loss: 8.6323e-05 - acc: 1.000 - ETA: 4s - loss: 7.4834e-05 - acc: 1.000 - ETA: 4s - loss: 6.6044e-05 - acc: 1.000 - ETA: 4s - loss: 5.9106e-05 - acc: 1.000 - ETA: 4s - loss: 5.4790e-05 - acc: 1.000 - ETA: 4s - loss: 4.9964e-05 - acc: 1.000 - ETA: 4s - loss: 4.6848e-05 - acc: 1.000 - ETA: 4s - loss: 4.3278e-05 - acc: 1.000 - ETA: 4s - loss: 4.0199e-05 - acc: 1.000 - ETA: 4s - loss: 3.8161e-05 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9992 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.998 - ETA: 3s - loss: 0.0025 - acc: 0.998 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 797us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.5503 - val_acc: 0.8479 Epoch 01505: val_loss did not improve from 0.55729 Epoch 1506/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.9275e-07 - acc: 1.000 - ETA: 4s - loss: 2.5392e-07 - acc: 1.000 - ETA: 5s - loss: 0.0069 - acc: 0.9937 - ETA: 4s - loss: 0.0046 - acc: 0.995 - ETA: 4s - loss: 0.0433 - acc: 0.993 - ETA: 4s - loss: 0.0365 - acc: 0.994 - ETA: 4s - loss: 0.0301 - acc: 0.995 - ETA: 4s - loss: 0.0257 - acc: 0.996 - ETA: 4s - loss: 0.0231 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.997 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0192 - acc: 0.998 - ETA: 0s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0185 - acc: 0.998 - ETA: 0s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - 5s 794us/step - loss: 0.0164 - acc: 0.9987 - val_loss: 1.5427 - val_acc: 0.8431 Epoch 01506: val_loss did not improve from 0.55729 Epoch 1507/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4319e-07 - acc: 1.000 - ETA: 5s - loss: 2.0787e-07 - acc: 1.000 - ETA: 5s - loss: 1.7931e-07 - acc: 1.000 - ETA: 4s - loss: 1.6652e-07 - acc: 1.000 - ETA: 4s - loss: 1.6031e-07 - acc: 1.000 - ETA: 4s - loss: 1.5316e-07 - acc: 1.000 - ETA: 4s - loss: 1.4813e-07 - acc: 1.000 - ETA: 4s - loss: 1.4459e-07 - acc: 1.000 - ETA: 4s - loss: 7.8684e-07 - acc: 1.000 - ETA: 4s - loss: 7.3270e-07 - acc: 1.000 - ETA: 4s - loss: 0.0176 - acc: 0.9988 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.999 - ETA: 1s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.999 - ETA: 0s - loss: 0.0164 - acc: 0.999 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - 5s 800us/step - loss: 0.0166 - acc: 0.9990 - val_loss: 1.5878 - val_acc: 0.8455 Epoch 01507: val_loss did not improve from 0.55729 Epoch 1508/2000 6680/6680 [==============================] - ETA: 3s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.3556e-05 - acc: 1.000 - ETA: 4s - loss: 1.0197e-05 - acc: 1.000 - ETA: 4s - loss: 7.8661e-06 - acc: 1.000 - ETA: 4s - loss: 6.3180e-06 - acc: 1.000 - ETA: 4s - loss: 0.0523 - acc: 0.9958 - ETA: 4s - loss: 0.0464 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.996 - ETA: 4s - loss: 0.0369 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 805us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.5419 - val_acc: 0.8479 Epoch 01508: val_loss did not improve from 0.55729 Epoch 1509/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5556e-07 - acc: 1.000 - ETA: 5s - loss: 1.8738e-07 - acc: 1.000 - ETA: 4s - loss: 1.6863e-07 - acc: 1.000 - ETA: 4s - loss: 1.5875e-07 - acc: 1.000 - ETA: 4s - loss: 1.5105e-07 - acc: 1.000 - ETA: 4s - loss: 1.5225e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.4861e-07 - acc: 1.000 - ETA: 4s - loss: 0.0189 - acc: 0.9985 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 800us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6584 - val_acc: 0.8491 Epoch 01509: val_loss did not improve from 0.55729 Epoch 1510/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3438e-07 - acc: 1.000 - ETA: 4s - loss: 1.3073e-07 - acc: 1.000 - ETA: 4s - loss: 1.6172e-07 - acc: 1.000 - ETA: 4s - loss: 1.5592e-07 - acc: 1.000 - ETA: 4s - loss: 1.5360e-07 - acc: 1.000 - ETA: 4s - loss: 1.5994e-07 - acc: 1.000 - ETA: 4s - loss: 1.5624e-07 - acc: 1.000 - ETA: 4s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - 5s 797us/step - loss: 0.0132 - acc: 0.9991 - val_loss: 1.6434 - val_acc: 0.8443 Epoch 01510: val_loss did not improve from 0.55729 Epoch 1511/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 5s - loss: 1.1948e-07 - acc: 1.000 - ETA: 4s - loss: 1.1941e-07 - acc: 1.000 - ETA: 4s - loss: 1.1937e-07 - acc: 1.000 - ETA: 4s - loss: 3.0402e-05 - acc: 1.000 - ETA: 4s - loss: 2.6909e-05 - acc: 1.000 - ETA: 4s - loss: 2.3771e-05 - acc: 1.000 - ETA: 4s - loss: 2.0988e-05 - acc: 1.000 - ETA: 4s - loss: 1.9296e-05 - acc: 1.000 - ETA: 4s - loss: 1.7513e-05 - acc: 1.000 - ETA: 4s - loss: 1.6335e-05 - acc: 1.000 - ETA: 4s - loss: 0.0081 - acc: 0.9990 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 798us/step - loss: 0.0106 - acc: 0.9987 - val_loss: 1.7064 - val_acc: 0.8419 Epoch 01511: val_loss did not improve from 0.55729 Epoch 1512/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3039e-07 - acc: 1.000 - ETA: 5s - loss: 1.6429e-07 - acc: 1.000 - ETA: 4s - loss: 2.0484e-05 - acc: 1.000 - ETA: 4s - loss: 1.6840e-05 - acc: 1.000 - ETA: 4s - loss: 4.0549e-05 - acc: 1.000 - ETA: 4s - loss: 3.3519e-05 - acc: 1.000 - ETA: 4s - loss: 2.9696e-05 - acc: 1.000 - ETA: 4s - loss: 2.5753e-05 - acc: 1.000 - ETA: 4s - loss: 2.2738e-05 - acc: 1.000 - ETA: 4s - loss: 2.0358e-05 - acc: 1.000 - ETA: 4s - loss: 1.9168e-05 - acc: 1.000 - ETA: 4s - loss: 1.7504e-05 - acc: 1.000 - ETA: 4s - loss: 0.0165 - acc: 0.9990 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - 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acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - 5s 795us/step - loss: 0.0083 - acc: 0.9991 - val_loss: 1.5693 - val_acc: 0.8455 Epoch 01512: val_loss did not improve from 0.55729 Epoch 1513/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6059e-05 - acc: 1.000 - ETA: 4s - loss: 7.5670e-06 - acc: 1.000 - ETA: 5s - loss: 4.7745e-06 - acc: 1.000 - ETA: 4s - loss: 1.8718e-05 - acc: 1.000 - ETA: 4s - loss: 1.4084e-05 - acc: 1.000 - ETA: 4s - loss: 1.1879e-05 - acc: 1.000 - ETA: 4s - loss: 2.3432e-05 - acc: 1.000 - ETA: 4s - loss: 1.9980e-05 - acc: 1.000 - ETA: 4s - loss: 1.7995e-05 - acc: 1.000 - ETA: 4s - loss: 0.0217 - acc: 0.9985 - ETA: 4s - loss: 0.0407 - acc: 0.997 - ETA: 4s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.998 - ETA: 4s - loss: 0.0291 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - 5s 795us/step - loss: 0.0141 - acc: 0.9991 - val_loss: 1.5511 - val_acc: 0.8491 Epoch 01513: val_loss did not improve from 0.55729 Epoch 1514/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3763e-07 - acc: 1.000 - ETA: 4s - loss: 1.3272e-07 - acc: 1.000 - ETA: 4s - loss: 1.3066e-07 - acc: 1.000 - ETA: 4s - loss: 1.7090e-05 - acc: 1.000 - ETA: 4s - loss: 1.5132e-05 - acc: 1.000 - ETA: 4s - loss: 1.3223e-05 - acc: 1.000 - ETA: 4s - loss: 1.2039e-05 - acc: 1.000 - ETA: 4s - loss: 1.0761e-05 - acc: 1.000 - ETA: 4s - loss: 9.7233e-06 - acc: 1.000 - ETA: 4s - loss: 9.0685e-06 - acc: 1.000 - ETA: 4s - loss: 9.5895e-06 - acc: 1.000 - ETA: 4s - loss: 0.0053 - acc: 0.9990 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - 5s 794us/step - loss: 0.0087 - acc: 0.9990 - val_loss: 1.5304 - val_acc: 0.8479 Epoch 01514: val_loss did not improve from 0.55729 Epoch 1515/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1258 - acc: 0.9875 - ETA: 5s - loss: 0.1870 - acc: 0.985 - ETA: 5s - loss: 0.1190 - acc: 0.990 - ETA: 4s - loss: 0.0873 - acc: 0.993 - ETA: 4s - loss: 0.0689 - acc: 0.994 - ETA: 4s - loss: 0.0595 - acc: 0.995 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0436 - acc: 0.996 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0327 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 797us/step - loss: 0.0112 - acc: 0.9993 - val_loss: 1.5015 - val_acc: 0.8515 Epoch 01515: val_loss did not improve from 0.55729 Epoch 1516/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2040e-07 - acc: 1.000 - ETA: 4s - loss: 2.3842e-07 - acc: 1.000 - ETA: 4s - loss: 2.8579e-05 - acc: 1.000 - ETA: 4s - loss: 2.1464e-05 - acc: 1.000 - ETA: 4s - loss: 1.8094e-05 - acc: 1.000 - ETA: 4s - loss: 1.9346e-05 - acc: 1.000 - ETA: 4s - loss: 1.6498e-05 - acc: 1.000 - ETA: 4s - loss: 1.4908e-05 - acc: 1.000 - ETA: 4s - loss: 1.3168e-05 - acc: 1.000 - ETA: 4s - loss: 1.1795e-05 - acc: 1.000 - ETA: 4s - loss: 1.0684e-05 - acc: 1.000 - ETA: 4s - loss: 1.0010e-05 - acc: 1.000 - ETA: 4s - loss: 9.2024e-06 - acc: 1.000 - ETA: 4s - loss: 8.6787e-06 - acc: 1.000 - ETA: 4s - loss: 8.0689e-06 - acc: 1.000 - ETA: 4s - loss: 7.5391e-06 - acc: 1.000 - ETA: 4s - loss: 7.1991e-06 - acc: 1.000 - ETA: 4s - loss: 6.7766e-06 - acc: 1.000 - ETA: 4s - loss: 6.4017e-06 - acc: 1.000 - ETA: 3s - loss: 6.0667e-06 - acc: 1.000 - ETA: 3s - loss: 5.7656e-06 - acc: 1.000 - ETA: 3s - loss: 6.6229e-05 - acc: 1.000 - ETA: 3s - loss: 6.9415e-05 - acc: 1.000 - ETA: 3s - loss: 6.6336e-05 - acc: 1.000 - ETA: 3s - loss: 6.3518e-05 - acc: 1.000 - ETA: 3s - loss: 6.0930e-05 - acc: 1.000 - ETA: 3s - loss: 5.9126e-05 - acc: 1.000 - ETA: 3s - loss: 5.7052e-05 - acc: 1.000 - ETA: 3s - loss: 6.3323e-05 - acc: 1.000 - ETA: 3s - loss: 6.1638e-05 - acc: 1.000 - ETA: 3s - loss: 5.9517e-05 - acc: 1.000 - ETA: 3s - loss: 5.7537e-05 - acc: 1.000 - ETA: 3s - loss: 5.6136e-05 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 5s 794us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.6139 - val_acc: 0.8527 Epoch 01516: val_loss did not improve from 0.55729 Epoch 1517/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 4s - loss: 1.4570e-07 - acc: 1.000 - ETA: 4s - loss: 1.5150e-07 - acc: 1.000 - ETA: 4s - loss: 1.4342e-07 - acc: 1.000 - ETA: 4s - loss: 2.0176e-07 - acc: 1.000 - ETA: 4s - loss: 1.8999e-07 - acc: 1.000 - ETA: 4s - loss: 2.3279e-07 - acc: 1.000 - ETA: 4s - loss: 2.2121e-07 - acc: 1.000 - ETA: 4s - loss: 2.0955e-07 - acc: 1.000 - ETA: 4s - loss: 2.0357e-07 - acc: 1.000 - ETA: 4s - loss: 1.9656e-07 - acc: 1.000 - ETA: 4s - loss: 2.0058e-07 - acc: 1.000 - ETA: 4s - loss: 1.9586e-07 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9991 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 796us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.5159 - val_acc: 0.8515 Epoch 01517: val_loss did not improve from 0.55729 Epoch 1518/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.4240e-07 - acc: 1.000 - ETA: 4s - loss: 2.0385e-07 - acc: 1.000 - ETA: 5s - loss: 1.7211e-07 - acc: 1.000 - ETA: 4s - loss: 1.5572e-07 - acc: 1.000 - ETA: 4s - loss: 2.1439e-07 - acc: 1.000 - ETA: 4s - loss: 1.9936e-07 - acc: 1.000 - ETA: 4s - loss: 4.9370e-04 - acc: 1.000 - ETA: 4s - loss: 4.3675e-04 - acc: 1.000 - ETA: 4s - loss: 3.7854e-04 - acc: 1.000 - ETA: 4s - loss: 3.3402e-04 - acc: 1.000 - ETA: 4s - loss: 3.0694e-04 - acc: 1.000 - ETA: 4s - loss: 2.7701e-04 - acc: 1.000 - ETA: 4s - loss: 2.5438e-04 - acc: 1.000 - ETA: 4s - loss: 2.3365e-04 - acc: 1.000 - ETA: 4s - loss: 2.2018e-04 - acc: 1.000 - ETA: 4s - loss: 2.0446e-04 - acc: 1.000 - ETA: 4s - loss: 1.9407e-04 - acc: 1.000 - ETA: 4s - loss: 1.8176e-04 - acc: 1.000 - ETA: 4s - loss: 1.7091e-04 - acc: 1.000 - ETA: 4s - loss: 1.6359e-04 - acc: 1.000 - ETA: 4s - loss: 1.5476e-04 - acc: 1.000 - ETA: 3s - loss: 0.0167 - acc: 0.9987 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - 5s 796us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.5712 - val_acc: 0.8443 Epoch 01518: val_loss did not improve from 0.55729 Epoch 1519/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 4s - loss: 1.2269e-07 - acc: 1.000 - ETA: 4s - loss: 1.2199e-07 - acc: 1.000 - ETA: 4s - loss: 0.0424 - acc: 0.9974 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 806us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.6534 - val_acc: 0.8467 Epoch 01519: val_loss did not improve from 0.55729 Epoch 1520/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.0269e-04 - acc: 1.000 - ETA: 4s - loss: 3.5068e-04 - acc: 1.000 - ETA: 4s - loss: 2.8495e-04 - acc: 1.000 - ETA: 4s - loss: 2.2800e-04 - acc: 1.000 - ETA: 4s - loss: 1.9002e-04 - acc: 1.000 - ETA: 4s - loss: 1.6892e-04 - acc: 1.000 - ETA: 4s - loss: 0.0270 - acc: 0.9983 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0156 - 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acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - 5s 799us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.6336 - val_acc: 0.8443 Epoch 01520: val_loss did not improve from 0.55729 Epoch 1521/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.8650e-06 - acc: 1.000 - ETA: 5s - loss: 1.5022e-06 - acc: 1.000 - ETA: 5s - loss: 1.1256e-06 - acc: 1.000 - ETA: 4s - loss: 8.6395e-07 - acc: 1.000 - ETA: 4s - loss: 7.0716e-07 - acc: 1.000 - ETA: 4s - loss: 6.2726e-07 - acc: 1.000 - ETA: 4s - loss: 1.8666e-06 - acc: 1.000 - ETA: 4s - loss: 2.2786e-06 - acc: 1.000 - ETA: 4s - loss: 2.0702e-06 - acc: 1.000 - ETA: 4s - loss: 1.8657e-06 - acc: 1.000 - ETA: 4s - loss: 4.7024e-06 - acc: 1.000 - ETA: 4s - loss: 4.2950e-06 - acc: 1.000 - ETA: 4s - loss: 4.0799e-06 - acc: 1.000 - ETA: 4s - loss: 3.7757e-06 - acc: 1.000 - ETA: 4s - loss: 2.5888e-05 - acc: 1.000 - ETA: 4s - loss: 5.2120e-04 - acc: 1.000 - ETA: 4s - loss: 4.9638e-04 - acc: 1.000 - ETA: 4s - loss: 4.6676e-04 - acc: 1.000 - ETA: 4s - loss: 4.4047e-04 - acc: 1.000 - ETA: 4s - loss: 4.2262e-04 - acc: 1.000 - ETA: 3s - loss: 4.0096e-04 - acc: 1.000 - ETA: 3s - loss: 3.8142e-04 - acc: 1.000 - ETA: 3s - loss: 0.0097 - acc: 0.9994 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 803us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5713 - val_acc: 0.8551 Epoch 01521: val_loss did not improve from 0.55729 Epoch 1522/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.9301e-06 - acc: 1.000 - ETA: 5s - loss: 2.9123e-06 - acc: 1.000 - ETA: 5s - loss: 0.0049 - acc: 0.9958 - ETA: 5s - loss: 0.0058 - acc: 0.996 - ETA: 4s - loss: 0.0046 - acc: 0.997 - ETA: 4s - loss: 0.0039 - acc: 0.997 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 6s 845us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6334 - val_acc: 0.8443 Epoch 01522: val_loss did not improve from 0.55729 Epoch 1523/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.7328e-07 - acc: 1.000 - ETA: 5s - loss: 1.6183e-07 - acc: 1.000 - ETA: 5s - loss: 2.1962e-07 - acc: 1.000 - ETA: 5s - loss: 3.0995e-07 - acc: 1.000 - ETA: 5s - loss: 4.1700e-06 - acc: 1.000 - ETA: 5s - loss: 3.6228e-06 - acc: 1.000 - ETA: 5s - loss: 3.2068e-06 - acc: 1.000 - ETA: 5s - loss: 2.8764e-06 - acc: 1.000 - ETA: 5s - loss: 2.6841e-06 - acc: 1.000 - ETA: 5s - loss: 2.4578e-06 - acc: 1.000 - ETA: 5s - loss: 2.2794e-06 - acc: 1.000 - ETA: 5s - loss: 2.3297e-06 - acc: 1.000 - ETA: 4s - loss: 2.1755e-06 - acc: 1.000 - ETA: 4s - loss: 2.0421e-06 - acc: 1.000 - ETA: 4s - loss: 1.9243e-06 - acc: 1.000 - ETA: 4s - loss: 1.8470e-06 - acc: 1.000 - ETA: 4s - loss: 1.7528e-06 - acc: 1.000 - ETA: 4s - loss: 1.6705e-06 - acc: 1.000 - ETA: 4s - loss: 1.5943e-06 - acc: 1.000 - ETA: 4s - loss: 1.5251e-06 - acc: 1.000 - ETA: 4s - loss: 1.4622e-06 - acc: 1.000 - ETA: 4s - loss: 1.4047e-06 - acc: 1.000 - ETA: 4s - loss: 1.3519e-06 - acc: 1.000 - ETA: 4s - loss: 1.3032e-06 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9994 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 6s 834us/step - loss: 0.0136 - acc: 0.9990 - val_loss: 1.5925 - val_acc: 0.8491 Epoch 01523: val_loss did not improve from 0.55729 Epoch 1524/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8908e-07 - acc: 1.000 - ETA: 4s - loss: 1.5318e-07 - acc: 1.000 - ETA: 5s - loss: 1.4044e-07 - acc: 1.000 - ETA: 4s - loss: 1.3337e-07 - acc: 1.000 - ETA: 4s - loss: 1.3053e-07 - acc: 1.000 - ETA: 4s - loss: 1.3082e-07 - acc: 1.000 - ETA: 4s - loss: 1.3009e-07 - acc: 1.000 - ETA: 4s - loss: 1.3312e-07 - acc: 1.000 - ETA: 4s - loss: 1.3173e-07 - acc: 1.000 - ETA: 4s - loss: 8.6901e-07 - acc: 1.000 - ETA: 4s - loss: 9.7009e-07 - acc: 1.000 - ETA: 4s - loss: 8.9068e-07 - acc: 1.000 - ETA: 4s - loss: 8.2360e-07 - acc: 1.000 - ETA: 4s - loss: 7.8047e-07 - acc: 1.000 - ETA: 4s - loss: 7.3057e-07 - acc: 1.000 - ETA: 4s - loss: 6.9070e-07 - acc: 1.000 - ETA: 4s - loss: 8.2888e-07 - acc: 1.000 - ETA: 4s - loss: 7.8530e-07 - acc: 1.000 - ETA: 4s - loss: 0.0013 - acc: 0.9993 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - 5s 794us/step - loss: 0.0152 - acc: 0.9987 - val_loss: 1.5770 - val_acc: 0.8479 Epoch 01524: val_loss did not improve from 0.55729 Epoch 1525/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0237e-06 - acc: 1.000 - ETA: 5s - loss: 1.0715e-06 - acc: 1.000 - ETA: 4s - loss: 7.6646e-07 - acc: 1.000 - ETA: 4s - loss: 6.0577e-07 - acc: 1.000 - ETA: 4s - loss: 5.4118e-07 - acc: 1.000 - ETA: 4s - loss: 4.8477e-07 - acc: 1.000 - ETA: 4s - loss: 4.9096e-07 - acc: 1.000 - ETA: 4s - loss: 5.4173e-07 - acc: 1.000 - ETA: 4s - loss: 6.0238e-07 - acc: 1.000 - ETA: 4s - loss: 5.5152e-07 - acc: 1.000 - ETA: 4s - loss: 5.1989e-07 - acc: 1.000 - ETA: 4s - loss: 4.8652e-07 - acc: 1.000 - ETA: 4s - loss: 4.6456e-07 - acc: 1.000 - ETA: 4s - loss: 4.5777e-07 - acc: 1.000 - ETA: 4s - loss: 4.3930e-07 - acc: 1.000 - ETA: 4s - loss: 4.1821e-07 - acc: 1.000 - ETA: 4s - loss: 4.3342e-07 - acc: 1.000 - ETA: 4s - loss: 4.1467e-07 - acc: 1.000 - ETA: 4s - loss: 4.0200e-07 - acc: 1.000 - ETA: 4s - loss: 3.8692e-07 - acc: 1.000 - ETA: 3s - loss: 3.7334e-07 - acc: 1.000 - ETA: 3s - loss: 3.6853e-07 - acc: 1.000 - ETA: 3s - loss: 3.5711e-07 - acc: 1.000 - ETA: 3s - loss: 3.4649e-07 - acc: 1.000 - ETA: 3s - loss: 3.3989e-07 - acc: 1.000 - ETA: 3s - loss: 3.5102e-07 - acc: 1.000 - ETA: 3s - loss: 3.4175e-07 - acc: 1.000 - ETA: 3s - loss: 3.3319e-07 - acc: 1.000 - ETA: 3s - loss: 3.2719e-07 - acc: 1.000 - ETA: 3s - loss: 3.1989e-07 - acc: 1.000 - ETA: 3s - loss: 1.7836e-06 - acc: 1.000 - ETA: 3s - loss: 1.7277e-06 - acc: 1.000 - ETA: 3s - loss: 1.6881e-06 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 798us/step - loss: 0.0105 - acc: 0.9987 - val_loss: 1.6075 - val_acc: 0.8479 Epoch 01525: val_loss did not improve from 0.55729 Epoch 1526/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 1.6510e-07 - acc: 1.000 - ETA: 5s - loss: 6.1627e-07 - acc: 1.000 - ETA: 5s - loss: 4.9771e-07 - acc: 1.000 - ETA: 4s - loss: 0.0504 - acc: 0.9969 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 794us/step - loss: 0.0092 - acc: 0.9993 - val_loss: 1.5447 - val_acc: 0.8575 Epoch 01526: val_loss did not improve from 0.55729 Epoch 1527/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4638e-05 - acc: 1.000 - ETA: 5s - loss: 3.0277e-06 - acc: 1.000 - ETA: 5s - loss: 1.7738e-06 - acc: 1.000 - ETA: 5s - loss: 1.3621e-06 - acc: 1.000 - ETA: 4s - loss: 1.2183e-06 - acc: 1.000 - ETA: 4s - loss: 2.1259e-06 - acc: 1.000 - ETA: 4s - loss: 1.0560e-04 - acc: 1.000 - ETA: 4s - loss: 9.0586e-05 - acc: 1.000 - ETA: 4s - loss: 1.5164e-04 - acc: 1.000 - ETA: 4s - loss: 1.3433e-04 - acc: 1.000 - ETA: 4s - loss: 1.2376e-04 - acc: 1.000 - ETA: 4s - loss: 1.1199e-04 - acc: 1.000 - ETA: 4s - loss: 1.0227e-04 - acc: 1.000 - ETA: 4s - loss: 9.6014e-05 - acc: 1.000 - ETA: 4s - loss: 8.8780e-05 - acc: 1.000 - ETA: 4s - loss: 8.2736e-05 - acc: 1.000 - ETA: 4s - loss: 7.8605e-05 - acc: 1.000 - ETA: 4s - loss: 7.3700e-05 - acc: 1.000 - ETA: 4s - loss: 6.9466e-05 - acc: 1.000 - ETA: 4s - loss: 6.6538e-05 - acc: 1.000 - ETA: 4s - loss: 6.2996e-05 - acc: 1.000 - ETA: 3s - loss: 5.9819e-05 - acc: 1.000 - ETA: 3s - loss: 5.6943e-05 - acc: 1.000 - ETA: 3s - loss: 5.4961e-05 - acc: 1.000 - ETA: 3s - loss: 5.2670e-05 - acc: 1.000 - ETA: 3s - loss: 5.0434e-05 - acc: 1.000 - ETA: 3s - loss: 4.8878e-05 - acc: 1.000 - ETA: 3s - loss: 4.7415e-05 - acc: 1.000 - ETA: 3s - loss: 4.5596e-05 - acc: 1.000 - ETA: 3s - loss: 4.3917e-05 - acc: 1.000 - ETA: 3s - loss: 4.3705e-05 - acc: 1.000 - ETA: 3s - loss: 4.2203e-05 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 795us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.5919 - val_acc: 0.8455 Epoch 01527: val_loss did not improve from 0.55729 Epoch 1528/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2091e-07 - acc: 1.000 - ETA: 5s - loss: 1.2246e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2391e-07 - acc: 1.000 - ETA: 4s - loss: 1.2327e-07 - acc: 1.000 - ETA: 4s - loss: 1.2265e-07 - acc: 1.000 - ETA: 4s - loss: 1.2229e-07 - acc: 1.000 - ETA: 4s - loss: 1.2372e-07 - acc: 1.000 - ETA: 4s - loss: 1.3604e-07 - acc: 1.000 - ETA: 4s - loss: 1.3478e-07 - acc: 1.000 - ETA: 4s - loss: 1.3337e-07 - acc: 1.000 - ETA: 4s - loss: 1.3219e-07 - acc: 1.000 - ETA: 4s - loss: 1.4368e-07 - acc: 1.000 - ETA: 4s - loss: 1.4246e-07 - acc: 1.000 - ETA: 4s - loss: 1.4088e-07 - acc: 1.000 - ETA: 4s - loss: 1.3960e-07 - acc: 1.000 - ETA: 4s - loss: 1.3843e-07 - acc: 1.000 - ETA: 4s - loss: 1.3810e-07 - acc: 1.000 - ETA: 3s - loss: 1.3717e-07 - acc: 1.000 - ETA: 3s - loss: 1.3626e-07 - acc: 1.000 - ETA: 3s - loss: 1.3673e-07 - acc: 1.000 - ETA: 3s - loss: 9.9887e-05 - acc: 1.000 - ETA: 3s - loss: 9.5452e-05 - acc: 1.000 - ETA: 3s - loss: 9.1396e-05 - acc: 1.000 - ETA: 3s - loss: 8.8573e-05 - acc: 1.000 - ETA: 3s - loss: 8.5070e-05 - acc: 1.000 - ETA: 3s - loss: 8.1834e-05 - acc: 1.000 - ETA: 3s - loss: 7.9564e-05 - acc: 1.000 - ETA: 3s - loss: 7.6728e-05 - acc: 1.000 - ETA: 3s - loss: 7.4086e-05 - acc: 1.000 - ETA: 3s - loss: 7.1620e-05 - acc: 1.000 - ETA: 3s - loss: 6.9341e-05 - acc: 1.000 - ETA: 3s - loss: 6.7180e-05 - acc: 1.000 - ETA: 3s - loss: 6.5851e-05 - acc: 1.000 - ETA: 3s - loss: 6.3905e-05 - acc: 1.000 - ETA: 2s - loss: 6.2171e-05 - acc: 1.000 - ETA: 2s - loss: 6.0860e-05 - acc: 1.000 - ETA: 2s - loss: 5.9196e-05 - acc: 1.000 - ETA: 2s - loss: 5.8007e-05 - acc: 1.000 - ETA: 2s - loss: 5.6864e-05 - acc: 1.000 - ETA: 2s - loss: 5.5410e-05 - acc: 1.000 - ETA: 2s - loss: 5.4028e-05 - acc: 1.000 - ETA: 2s - loss: 5.2715e-05 - acc: 1.000 - ETA: 2s - loss: 5.1463e-05 - acc: 1.000 - ETA: 2s - loss: 0.0020 - acc: 0.9997 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 794us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.5479 - val_acc: 0.8527 Epoch 01528: val_loss did not improve from 0.55729 Epoch 1529/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.3438e-07 - acc: 1.000 - ETA: 4s - loss: 2.3875e-07 - acc: 1.000 - ETA: 4s - loss: 2.0380e-07 - acc: 1.000 - ETA: 4s - loss: 1.8670e-07 - acc: 1.000 - ETA: 4s - loss: 2.3320e-07 - acc: 1.000 - ETA: 4s - loss: 1.0827e-06 - acc: 1.000 - ETA: 4s - loss: 9.4508e-07 - acc: 1.000 - ETA: 4s - loss: 8.6555e-07 - acc: 1.000 - ETA: 4s - loss: 8.4692e-07 - acc: 1.000 - ETA: 4s - loss: 8.1401e-07 - acc: 1.000 - ETA: 4s - loss: 7.4938e-07 - acc: 1.000 - ETA: 4s - loss: 6.9600e-07 - acc: 1.000 - ETA: 4s - loss: 6.5158e-07 - acc: 1.000 - ETA: 4s - loss: 6.2200e-07 - acc: 1.000 - ETA: 4s - loss: 5.8743e-07 - acc: 1.000 - ETA: 4s - loss: 5.6567e-07 - acc: 1.000 - ETA: 4s - loss: 5.4086e-07 - acc: 1.000 - ETA: 4s - loss: 8.0184e-07 - acc: 1.000 - ETA: 4s - loss: 7.7340e-07 - acc: 1.000 - ETA: 3s - loss: 7.3967e-07 - acc: 1.000 - ETA: 3s - loss: 9.8785e-07 - acc: 1.000 - ETA: 3s - loss: 9.4787e-07 - acc: 1.000 - ETA: 3s - loss: 9.1939e-07 - acc: 1.000 - ETA: 3s - loss: 8.8422e-07 - acc: 1.000 - ETA: 3s - loss: 8.5201e-07 - acc: 1.000 - ETA: 3s - loss: 8.2240e-07 - acc: 1.000 - ETA: 3s - loss: 7.9509e-07 - acc: 1.000 - ETA: 3s - loss: 7.7636e-07 - acc: 1.000 - ETA: 3s - loss: 7.5246e-07 - acc: 1.000 - ETA: 3s - loss: 7.3236e-07 - acc: 1.000 - ETA: 3s - loss: 8.2231e-07 - acc: 1.000 - ETA: 3s - loss: 9.1482e-07 - acc: 1.000 - ETA: 3s - loss: 8.9949e-07 - acc: 1.000 - ETA: 3s - loss: 8.7532e-07 - acc: 1.000 - ETA: 3s - loss: 8.5258e-07 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9996 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - 5s 794us/step - loss: 0.0065 - acc: 0.9991 - val_loss: 1.6328 - val_acc: 0.8455 Epoch 01529: val_loss did not improve from 0.55729 Epoch 1530/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6993e-04 - acc: 1.000 - ETA: 5s - loss: 6.7628e-05 - acc: 1.000 - ETA: 5s - loss: 3.3894e-05 - acc: 1.000 - ETA: 5s - loss: 6.9076e-04 - acc: 1.000 - ETA: 4s - loss: 0.0021 - acc: 1.0000 - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.3064e-04 - acc: 1.000 - ETA: 4s - loss: 0.0220 - acc: 0.9987 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 804us/step - loss: 0.0105 - acc: 0.9993 - val_loss: 1.5995 - val_acc: 0.8407 Epoch 01530: val_loss did not improve from 0.55729 Epoch 1531/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 8.2081e-06 - acc: 1.000 - ETA: 4s - loss: 4.6130e-06 - acc: 1.000 - ETA: 4s - loss: 3.4928e-06 - acc: 1.000 - ETA: 4s - loss: 2.6542e-06 - acc: 1.000 - ETA: 4s - loss: 2.1565e-06 - acc: 1.000 - ETA: 4s - loss: 1.8503e-06 - acc: 1.000 - ETA: 4s - loss: 1.6053e-06 - acc: 1.000 - ETA: 4s - loss: 1.4658e-06 - acc: 1.000 - ETA: 4s - loss: 3.8538e-06 - acc: 1.000 - ETA: 4s - loss: 3.4607e-06 - acc: 1.000 - ETA: 4s - loss: 3.2166e-06 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.9989 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0151 - acc: 0.997 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 5s 796us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.5728 - val_acc: 0.8419 Epoch 01531: val_loss did not improve from 0.55729 Epoch 1532/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.5944e-07 - acc: 1.000 - ETA: 4s - loss: 1.4653e-07 - acc: 1.000 - ETA: 4s - loss: 2.5407e-07 - acc: 1.000 - ETA: 4s - loss: 2.3127e-07 - acc: 1.000 - ETA: 4s - loss: 2.2339e-07 - acc: 1.000 - ETA: 4s - loss: 2.0796e-07 - acc: 1.000 - ETA: 4s - loss: 1.9650e-07 - acc: 1.000 - ETA: 4s - loss: 1.8767e-07 - acc: 1.000 - ETA: 4s - loss: 1.8227e-07 - acc: 1.000 - ETA: 4s - loss: 1.7754e-07 - acc: 1.000 - ETA: 4s - loss: 1.9339e-07 - acc: 1.000 - ETA: 4s - loss: 1.8758e-07 - acc: 1.000 - ETA: 4s - loss: 0.0133 - acc: 0.9991 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 795us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.6229 - val_acc: 0.8431 Epoch 01532: val_loss did not improve from 0.55729 Epoch 1533/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.5401e-07 - acc: 1.000 - ETA: 5s - loss: 4.1707e-05 - acc: 1.000 - ETA: 4s - loss: 2.7847e-05 - acc: 1.000 - ETA: 4s - loss: 2.0915e-05 - acc: 1.000 - ETA: 4s - loss: 1.6757e-05 - acc: 1.000 - ETA: 4s - loss: 1.3988e-05 - acc: 1.000 - ETA: 4s - loss: 1.2455e-05 - acc: 1.000 - ETA: 4s - loss: 1.0924e-05 - acc: 1.000 - ETA: 4s - loss: 9.6908e-06 - acc: 1.000 - ETA: 4s - loss: 8.8286e-06 - acc: 1.000 - ETA: 4s - loss: 8.2252e-06 - acc: 1.000 - ETA: 4s - loss: 7.5203e-06 - acc: 1.000 - ETA: 4s - loss: 6.9282e-06 - acc: 1.000 - ETA: 4s - loss: 6.5490e-06 - acc: 1.000 - ETA: 4s - loss: 1.4266e-05 - acc: 1.000 - ETA: 4s - loss: 1.3338e-05 - acc: 1.000 - ETA: 4s - loss: 1.2730e-05 - acc: 1.000 - ETA: 4s - loss: 1.0873e-04 - acc: 1.000 - ETA: 4s - loss: 1.0272e-04 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9993 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0232 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0207 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - 5s 796us/step - loss: 0.0156 - acc: 0.9988 - val_loss: 1.5848 - val_acc: 0.8479 Epoch 01533: val_loss did not improve from 0.55729 Epoch 1534/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.1567e-04 - acc: 1.000 - ETA: 4s - loss: 1.3549e-04 - acc: 1.000 - ETA: 4s - loss: 9.3847e-05 - acc: 1.000 - ETA: 4s - loss: 7.6277e-05 - acc: 1.000 - ETA: 4s - loss: 6.3400e-05 - acc: 1.000 - ETA: 4s - loss: 5.2959e-05 - acc: 1.000 - ETA: 4s - loss: 4.5411e-05 - acc: 1.000 - ETA: 4s - loss: 4.1281e-05 - acc: 1.000 - ETA: 4s - loss: 3.6586e-05 - acc: 1.000 - ETA: 4s - loss: 3.3707e-05 - acc: 1.000 - ETA: 4s - loss: 3.0510e-05 - acc: 1.000 - ETA: 4s - loss: 2.7871e-05 - acc: 1.000 - ETA: 4s - loss: 2.5654e-05 - acc: 1.000 - ETA: 4s - loss: 2.4575e-05 - acc: 1.000 - ETA: 4s - loss: 2.3293e-05 - acc: 1.000 - ETA: 4s - loss: 2.1862e-05 - acc: 1.000 - ETA: 4s - loss: 2.0511e-05 - acc: 1.000 - ETA: 4s - loss: 2.1251e-05 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9993 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 800us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.6399 - val_acc: 0.8455 Epoch 01534: val_loss did not improve from 0.55729 Epoch 1535/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.0983e-05 - acc: 1.000 - ETA: 4s - loss: 2.4470e-06 - acc: 1.000 - ETA: 4s - loss: 1.5346e-06 - acc: 1.000 - ETA: 4s - loss: 1.1977e-06 - acc: 1.000 - ETA: 4s - loss: 9.8197e-07 - acc: 1.000 - ETA: 4s - loss: 8.0347e-07 - acc: 1.000 - ETA: 4s - loss: 7.9824e-07 - acc: 1.000 - ETA: 4s - loss: 1.5324e-06 - acc: 1.000 - ETA: 4s - loss: 1.4166e-06 - acc: 1.000 - ETA: 4s - loss: 1.3637e-06 - acc: 1.000 - ETA: 4s - loss: 1.2583e-06 - acc: 1.000 - ETA: 4s - loss: 8.7179e-05 - acc: 1.000 - ETA: 4s - loss: 7.9441e-05 - acc: 1.000 - ETA: 4s - loss: 7.2966e-05 - acc: 1.000 - ETA: 4s - loss: 6.8774e-05 - acc: 1.000 - ETA: 4s - loss: 6.3870e-05 - acc: 1.000 - ETA: 4s - loss: 6.0730e-05 - acc: 1.000 - ETA: 4s - loss: 5.6882e-05 - acc: 1.000 - ETA: 4s - loss: 5.3499e-05 - acc: 1.000 - ETA: 4s - loss: 5.1263e-05 - acc: 1.000 - ETA: 4s - loss: 4.8499e-05 - acc: 1.000 - ETA: 3s - loss: 4.6247e-05 - acc: 1.000 - ETA: 3s - loss: 4.3997e-05 - acc: 1.000 - ETA: 3s - loss: 4.2449e-05 - acc: 1.000 - ETA: 3s - loss: 4.0547e-05 - acc: 1.000 - ETA: 3s - loss: 3.9271e-05 - acc: 1.000 - ETA: 3s - loss: 3.7659e-05 - acc: 1.000 - ETA: 3s - loss: 3.6161e-05 - acc: 1.000 - ETA: 3s - loss: 3.5111e-05 - acc: 1.000 - ETA: 3s - loss: 3.3859e-05 - acc: 1.000 - ETA: 3s - loss: 3.2939e-05 - acc: 1.000 - ETA: 3s - loss: 3.2083e-05 - acc: 1.000 - ETA: 3s - loss: 3.0996e-05 - acc: 1.000 - ETA: 3s - loss: 2.9996e-05 - acc: 1.000 - ETA: 3s - loss: 2.9274e-05 - acc: 1.000 - ETA: 3s - loss: 2.8363e-05 - acc: 1.000 - ETA: 3s - loss: 2.7508e-05 - acc: 1.000 - ETA: 3s - loss: 2.6702e-05 - acc: 1.000 - ETA: 3s - loss: 0.0058 - acc: 0.9996 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 801us/step - loss: 0.0089 - acc: 0.9990 - val_loss: 1.6646 - val_acc: 0.8443 Epoch 01535: val_loss did not improve from 0.55729 Epoch 1536/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0319 - acc: 0.9900 - ETA: 5s - loss: 0.0418 - acc: 0.987 - ETA: 5s - loss: 0.0279 - acc: 0.991 - ETA: 4s - loss: 0.0211 - acc: 0.993 - ETA: 4s - loss: 0.0169 - acc: 0.995 - ETA: 4s - loss: 0.0345 - acc: 0.993 - ETA: 4s - loss: 0.0294 - acc: 0.994 - ETA: 4s - loss: 0.0256 - acc: 0.995 - ETA: 4s - loss: 0.0227 - acc: 0.995 - ETA: 4s - loss: 0.0203 - acc: 0.996 - ETA: 4s - loss: 0.0189 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.996 - ETA: 4s - loss: 0.0162 - acc: 0.996 - ETA: 4s - loss: 0.0150 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 800us/step - loss: 0.0141 - acc: 0.9987 - val_loss: 1.6104 - val_acc: 0.8479 Epoch 01536: val_loss did not improve from 0.55729 Epoch 1537/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 4s - loss: 7.9652e-07 - acc: 1.000 - ETA: 4s - loss: 6.6702e-07 - acc: 1.000 - ETA: 4s - loss: 5.6079e-07 - acc: 1.000 - ETA: 4s - loss: 4.8490e-07 - acc: 1.000 - ETA: 4s - loss: 3.2561e-04 - acc: 1.000 - ETA: 4s - loss: 2.9306e-04 - acc: 1.000 - ETA: 4s - loss: 2.5860e-04 - acc: 1.000 - ETA: 4s - loss: 2.3139e-04 - acc: 1.000 - ETA: 4s - loss: 2.0938e-04 - acc: 1.000 - ETA: 4s - loss: 1.9543e-04 - acc: 1.000 - ETA: 4s - loss: 2.1035e-04 - acc: 1.000 - ETA: 4s - loss: 1.9822e-04 - acc: 1.000 - ETA: 4s - loss: 1.8407e-04 - acc: 1.000 - ETA: 4s - loss: 1.7472e-04 - acc: 1.000 - ETA: 4s - loss: 1.6364e-04 - acc: 1.000 - ETA: 4s - loss: 1.5388e-04 - acc: 1.000 - ETA: 4s - loss: 1.4806e-04 - acc: 1.000 - ETA: 4s - loss: 1.4006e-04 - acc: 1.000 - ETA: 3s - loss: 1.3300e-04 - acc: 1.000 - ETA: 3s - loss: 2.0281e-04 - acc: 1.000 - ETA: 3s - loss: 1.9327e-04 - acc: 1.000 - ETA: 3s - loss: 1.8459e-04 - acc: 1.000 - ETA: 3s - loss: 1.7858e-04 - acc: 1.000 - ETA: 3s - loss: 1.7114e-04 - acc: 1.000 - ETA: 3s - loss: 1.6600e-04 - acc: 1.000 - ETA: 3s - loss: 1.5956e-04 - acc: 1.000 - ETA: 3s - loss: 1.5486e-04 - acc: 1.000 - ETA: 3s - loss: 1.5073e-04 - acc: 1.000 - ETA: 3s - loss: 1.4544e-04 - acc: 1.000 - ETA: 3s - loss: 1.4076e-04 - acc: 1.000 - ETA: 3s - loss: 1.3615e-04 - acc: 1.000 - ETA: 3s - loss: 1.3288e-04 - acc: 1.000 - ETA: 3s - loss: 1.2977e-04 - acc: 1.000 - ETA: 3s - loss: 1.2680e-04 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 0.9996 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 799us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6414 - val_acc: 0.8419 Epoch 01537: val_loss did not improve from 0.55729 Epoch 1538/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 2.2501e-07 - acc: 1.000 - ETA: 5s - loss: 1.9995e-07 - acc: 1.000 - ETA: 4s - loss: 1.7842e-07 - acc: 1.000 - ETA: 4s - loss: 9.4495e-05 - acc: 1.000 - ETA: 4s - loss: 8.1625e-05 - acc: 1.000 - ETA: 4s - loss: 0.0163 - acc: 0.9981 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0185 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 797us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.5789 - val_acc: 0.8395 Epoch 01538: val_loss did not improve from 0.55729 Epoch 1539/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2033e-07 - acc: 1.000 - ETA: 5s - loss: 2.4248e-07 - acc: 1.000 - ETA: 5s - loss: 7.0952e-07 - acc: 1.000 - ETA: 5s - loss: 5.8331e-07 - acc: 1.000 - ETA: 4s - loss: 4.9893e-07 - acc: 1.000 - ETA: 4s - loss: 4.4051e-07 - acc: 1.000 - ETA: 4s - loss: 4.0768e-07 - acc: 1.000 - ETA: 4s - loss: 6.3888e-07 - acc: 1.000 - ETA: 4s - loss: 6.5439e-07 - acc: 1.000 - ETA: 4s - loss: 6.1500e-07 - acc: 1.000 - ETA: 4s - loss: 3.7105e-06 - acc: 1.000 - ETA: 4s - loss: 3.4113e-06 - acc: 1.000 - ETA: 4s - loss: 3.2181e-06 - acc: 1.000 - ETA: 4s - loss: 6.1611e-06 - acc: 1.000 - ETA: 4s - loss: 5.7516e-06 - acc: 1.000 - ETA: 4s - loss: 5.4898e-06 - acc: 1.000 - ETA: 4s - loss: 5.1649e-06 - acc: 1.000 - ETA: 4s - loss: 4.9464e-06 - acc: 1.000 - ETA: 4s - loss: 5.0594e-06 - acc: 1.000 - ETA: 3s - loss: 4.8081e-06 - acc: 1.000 - ETA: 3s - loss: 4.5884e-06 - acc: 1.000 - ETA: 3s - loss: 4.5358e-06 - acc: 1.000 - ETA: 3s - loss: 4.5866e-06 - acc: 1.000 - ETA: 3s - loss: 0.0089 - acc: 0.9995 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 800us/step - loss: 0.0100 - acc: 0.9993 - val_loss: 1.6148 - val_acc: 0.8455 Epoch 01539: val_loss did not improve from 0.55729 Epoch 1540/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2457e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0309 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.998 - ETA: 3s - loss: 0.0271 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 5s 799us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.5750 - val_acc: 0.8479 Epoch 01540: val_loss did not improve from 0.55729 Epoch 1541/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9626e-06 - acc: 1.000 - ETA: 5s - loss: 1.0409e-06 - acc: 1.000 - ETA: 4s - loss: 7.6497e-07 - acc: 1.000 - ETA: 4s - loss: 6.9145e-07 - acc: 1.000 - ETA: 4s - loss: 6.2713e-07 - acc: 1.000 - ETA: 4s - loss: 5.3880e-07 - acc: 1.000 - ETA: 4s - loss: 4.9726e-07 - acc: 1.000 - ETA: 4s - loss: 5.8773e-07 - acc: 1.000 - ETA: 4s - loss: 5.3261e-07 - acc: 1.000 - ETA: 4s - loss: 4.8956e-07 - acc: 1.000 - ETA: 4s - loss: 4.8165e-07 - acc: 1.000 - ETA: 4s - loss: 4.4957e-07 - acc: 1.000 - ETA: 4s - loss: 6.0197e-07 - acc: 1.000 - ETA: 4s - loss: 5.6908e-07 - acc: 1.000 - ETA: 4s - loss: 5.3695e-07 - acc: 1.000 - ETA: 4s - loss: 5.1611e-07 - acc: 1.000 - ETA: 4s - loss: 4.9091e-07 - acc: 1.000 - ETA: 4s - loss: 5.0617e-07 - acc: 1.000 - ETA: 4s - loss: 4.8959e-07 - acc: 1.000 - ETA: 4s - loss: 4.6981e-07 - acc: 1.000 - ETA: 3s - loss: 4.5615e-07 - acc: 1.000 - ETA: 3s - loss: 4.4006e-07 - acc: 1.000 - ETA: 3s - loss: 4.2524e-07 - acc: 1.000 - ETA: 3s - loss: 4.1266e-07 - acc: 1.000 - ETA: 3s - loss: 4.0815e-07 - acc: 1.000 - ETA: 3s - loss: 3.9753e-07 - acc: 1.000 - ETA: 3s - loss: 3.8822e-07 - acc: 1.000 - ETA: 3s - loss: 3.8183e-07 - acc: 1.000 - ETA: 3s - loss: 3.8873e-07 - acc: 1.000 - ETA: 3s - loss: 3.7993e-07 - acc: 1.000 - ETA: 3s - loss: 3.8387e-07 - acc: 1.000 - ETA: 3s - loss: 3.7716e-07 - acc: 1.000 - ETA: 3s - loss: 3.6927e-07 - acc: 1.000 - ETA: 3s - loss: 3.6133e-07 - acc: 1.000 - ETA: 3s - loss: 3.5399e-07 - acc: 1.000 - ETA: 3s - loss: 3.5072e-07 - acc: 1.000 - ETA: 3s - loss: 3.4396e-07 - acc: 1.000 - ETA: 3s - loss: 3.3914e-07 - acc: 1.000 - ETA: 2s - loss: 3.3303e-07 - acc: 1.000 - ETA: 2s - loss: 3.2867e-07 - acc: 1.000 - ETA: 2s - loss: 3.2312e-07 - acc: 1.000 - ETA: 2s - loss: 3.1936e-07 - acc: 1.000 - ETA: 2s - loss: 3.1612e-07 - acc: 1.000 - ETA: 2s - loss: 6.2524e-07 - acc: 1.000 - ETA: 2s - loss: 6.1312e-07 - acc: 1.000 - ETA: 2s - loss: 6.0436e-07 - acc: 1.000 - ETA: 2s - loss: 5.9316e-07 - acc: 1.000 - ETA: 2s - loss: 5.9063e-07 - acc: 1.000 - ETA: 2s - loss: 5.8035e-07 - acc: 1.000 - ETA: 2s - loss: 5.7033e-07 - acc: 1.000 - ETA: 2s - loss: 1.7031e-05 - acc: 1.000 - ETA: 2s - loss: 0.0018 - acc: 0.9997 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0017 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 800us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.6144 - val_acc: 0.8455 Epoch 01541: val_loss did not improve from 0.55729 Epoch 1542/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0744 - acc: 0.995 - ETA: 4s - loss: 0.0625 - acc: 0.996 - ETA: 4s - loss: 0.0817 - acc: 0.994 - ETA: 4s - loss: 0.0740 - acc: 0.995 - ETA: 4s - loss: 0.0658 - acc: 0.995 - ETA: 4s - loss: 0.0592 - acc: 0.996 - ETA: 4s - loss: 0.0538 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0464 - acc: 0.997 - ETA: 4s - loss: 0.0439 - acc: 0.997 - ETA: 4s - loss: 0.0416 - acc: 0.997 - ETA: 4s - loss: 0.0388 - acc: 0.997 - ETA: 4s - loss: 0.0364 - acc: 0.997 - ETA: 4s - loss: 0.0348 - acc: 0.997 - ETA: 4s - loss: 0.0330 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.998 - ETA: 3s - loss: 0.0306 - acc: 0.998 - ETA: 3s - loss: 0.0291 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.998 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 805us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5496 - val_acc: 0.8551 Epoch 01542: val_loss did not improve from 0.55729 Epoch 1543/2000 6680/6680 [==============================] - ETA: 5s - loss: 3.7879e-06 - acc: 1.000 - ETA: 5s - loss: 8.5296e-07 - acc: 1.000 - ETA: 5s - loss: 5.8078e-07 - acc: 1.000 - ETA: 5s - loss: 5.6788e-07 - acc: 1.000 - ETA: 5s - loss: 4.9472e-07 - acc: 1.000 - ETA: 5s - loss: 6.2272e-07 - acc: 1.000 - ETA: 4s - loss: 5.5501e-07 - acc: 1.000 - ETA: 4s - loss: 4.8796e-07 - acc: 1.000 - ETA: 4s - loss: 4.5126e-07 - acc: 1.000 - ETA: 4s - loss: 4.9590e-07 - acc: 1.000 - ETA: 4s - loss: 4.6964e-07 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9975 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 6s 831us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.6134 - val_acc: 0.8419 Epoch 01543: val_loss did not improve from 0.55729 Epoch 1544/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2020e-07 - acc: 1.000 - ETA: 5s - loss: 1.2199e-07 - acc: 1.000 - ETA: 5s - loss: 0.0429 - acc: 0.9972 - ETA: 5s - loss: 0.0351 - acc: 0.997 - ETA: 5s - loss: 0.0297 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0464 - acc: 0.997 - ETA: 4s - loss: 0.0415 - acc: 0.997 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 5s 805us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5913 - val_acc: 0.8407 Epoch 01544: val_loss did not improve from 0.55729 Epoch 1545/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.9610e-07 - acc: 1.000 - ETA: 5s - loss: 1.0427e-05 - acc: 1.000 - ETA: 5s - loss: 0.0615 - acc: 0.9962 - ETA: 4s - loss: 0.0470 - acc: 0.997 - ETA: 4s - loss: 0.0363 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.998 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - 6s 835us/step - loss: 0.0155 - acc: 0.9987 - val_loss: 1.5584 - val_acc: 0.8491 Epoch 01545: val_loss did not improve from 0.55729 Epoch 1546/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4839e-05 - acc: 1.000 - ETA: 5s - loss: 0.1008 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 5s - 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acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 838us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5255 - val_acc: 0.8491 Epoch 01546: val_loss did not improve from 0.55729 Epoch 1547/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2602e-07 - acc: 1.000 - ETA: 5s - loss: 3.6712e-07 - acc: 1.000 - ETA: 5s - loss: 3.1399e-07 - acc: 1.000 - ETA: 5s - loss: 2.7997e-07 - acc: 1.000 - ETA: 4s - loss: 2.5645e-07 - acc: 1.000 - ETA: 4s - loss: 2.3929e-07 - acc: 1.000 - ETA: 4s - loss: 2.2661e-07 - acc: 1.000 - ETA: 4s - loss: 4.4302e-07 - acc: 1.000 - ETA: 4s - loss: 4.1453e-07 - acc: 1.000 - ETA: 4s - loss: 5.9503e-07 - acc: 1.000 - ETA: 4s - loss: 5.4861e-07 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9989 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 6s 854us/step - loss: 0.0148 - acc: 0.9987 - val_loss: 1.4923 - val_acc: 0.8491 Epoch 01547: val_loss did not improve from 0.55729 Epoch 1548/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.2884e-07 - acc: 1.000 - ETA: 5s - loss: 4.1341e-07 - acc: 1.000 - ETA: 5s - loss: 1.1849e-05 - acc: 1.000 - ETA: 5s - loss: 9.6006e-06 - acc: 1.000 - ETA: 5s - loss: 2.1496e-04 - acc: 1.000 - ETA: 5s - loss: 1.8273e-04 - acc: 1.000 - ETA: 5s - loss: 1.5891e-04 - acc: 1.000 - ETA: 5s - loss: 1.3539e-04 - acc: 1.000 - ETA: 5s - loss: 1.8486e-04 - acc: 1.000 - ETA: 4s - loss: 1.6826e-04 - acc: 1.000 - ETA: 4s - loss: 1.5009e-04 - acc: 1.000 - ETA: 4s - loss: 1.4147e-04 - acc: 1.000 - ETA: 4s - loss: 1.3167e-04 - acc: 1.000 - ETA: 4s - loss: 1.2047e-04 - acc: 1.000 - ETA: 4s - loss: 1.1339e-04 - acc: 1.000 - ETA: 4s - loss: 1.3884e-04 - acc: 1.000 - ETA: 4s - loss: 1.3141e-04 - acc: 1.000 - ETA: 4s - loss: 1.2474e-04 - acc: 1.000 - ETA: 4s - loss: 1.1871e-04 - acc: 1.000 - ETA: 4s - loss: 1.1185e-04 - acc: 1.000 - ETA: 4s - loss: 1.0715e-04 - acc: 1.000 - ETA: 4s - loss: 1.0269e-04 - acc: 1.000 - ETA: 4s - loss: 9.8588e-05 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 6s 847us/step - loss: 0.0104 - acc: 0.9990 - val_loss: 1.6094 - val_acc: 0.8431 Epoch 01548: val_loss did not improve from 0.55729 Epoch 1549/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 6s 861us/step - loss: 0.0149 - acc: 0.9990 - val_loss: 1.5353 - val_acc: 0.8467 Epoch 01549: val_loss did not improve from 0.55729 Epoch 1550/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.8059 - acc: 0.950 - ETA: 6s - loss: 0.4030 - acc: 0.975 - ETA: 5s - loss: 0.2303 - acc: 0.985 - ETA: 5s - loss: 0.1612 - acc: 0.990 - ETA: 5s - loss: 0.1240 - acc: 0.992 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0848 - acc: 0.994 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0645 - acc: 0.996 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0520 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0156 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 6s 859us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.5668 - val_acc: 0.8515 Epoch 01550: val_loss did not improve from 0.55729 Epoch 1551/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 0.2015 - acc: 0.9875 - ETA: 6s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0598 - acc: 0.996 - ETA: 5s - loss: 0.0538 - acc: 0.996 - ETA: 5s - loss: 0.0489 - acc: 0.997 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 5s - loss: 0.0414 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 857us/step - loss: 0.0106 - acc: 0.9993 - val_loss: 1.5640 - val_acc: 0.8443 Epoch 01551: val_loss did not improve from 0.55729 Epoch 1552/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.3076e-07 - acc: 1.000 - ETA: 5s - loss: 1.2978e-07 - acc: 1.000 - ETA: 5s - loss: 1.2751e-07 - acc: 1.000 - ETA: 5s - loss: 0.0064 - acc: 0.9972 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 6s 829us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5647 - val_acc: 0.8539 Epoch 01552: val_loss did not improve from 0.55729 Epoch 1553/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 1.6205e-07 - acc: 1.000 - ETA: 5s - loss: 1.5037e-07 - acc: 1.000 - ETA: 5s - loss: 1.4369e-07 - acc: 1.000 - ETA: 5s - loss: 0.0160 - acc: 0.9971 - ETA: 5s - loss: 0.0130 - acc: 0.997 - ETA: 5s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 820us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.5420 - val_acc: 0.8527 Epoch 01553: val_loss did not improve from 0.55729 Epoch 1554/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2192e-07 - acc: 1.000 - ETA: 5s - loss: 6.0672e-07 - acc: 1.000 - ETA: 5s - loss: 5.2315e-07 - acc: 1.000 - ETA: 5s - loss: 2.9413e-06 - acc: 1.000 - ETA: 4s - loss: 2.5328e-06 - acc: 1.000 - ETA: 4s - loss: 2.2695e-06 - acc: 1.000 - ETA: 4s - loss: 2.0552e-06 - acc: 1.000 - ETA: 4s - loss: 3.2498e-05 - acc: 1.000 - ETA: 4s - loss: 2.9873e-05 - acc: 1.000 - ETA: 4s - loss: 0.0202 - acc: 0.9987 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 6s 824us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.5520 - val_acc: 0.8407 Epoch 01554: val_loss did not improve from 0.55729 Epoch 1555/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0352 - acc: 0.950 - ETA: 5s - loss: 0.0088 - acc: 0.987 - ETA: 5s - loss: 0.0044 - acc: 0.993 - ETA: 5s - loss: 0.0032 - acc: 0.995 - ETA: 4s - loss: 0.0023 - acc: 0.996 - ETA: 5s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.997 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.0410e-04 - acc: 0.998 - ETA: 4s - loss: 8.3955e-04 - acc: 0.998 - ETA: 4s - loss: 7.6655e-04 - acc: 0.998 - ETA: 4s - loss: 7.1963e-04 - acc: 0.999 - ETA: 4s - loss: 6.7569e-04 - acc: 0.999 - ETA: 4s - loss: 6.3952e-04 - acc: 0.999 - ETA: 4s - loss: 5.9691e-04 - acc: 0.999 - ETA: 4s - loss: 5.6849e-04 - acc: 0.999 - ETA: 4s - loss: 5.4267e-04 - acc: 0.999 - ETA: 4s - loss: 5.1167e-04 - acc: 0.999 - ETA: 4s - loss: 4.9072e-04 - acc: 0.999 - ETA: 4s - loss: 4.7135e-04 - acc: 0.999 - ETA: 4s - loss: 4.4780e-04 - acc: 0.999 - ETA: 3s - loss: 4.3161e-04 - acc: 0.999 - ETA: 3s - loss: 4.1178e-04 - acc: 0.999 - ETA: 3s - loss: 3.9807e-04 - acc: 0.999 - ETA: 3s - loss: 3.8138e-04 - acc: 0.999 - ETA: 3s - loss: 3.6959e-04 - acc: 0.999 - ETA: 3s - loss: 3.5851e-04 - acc: 0.999 - ETA: 3s - loss: 3.4472e-04 - acc: 0.999 - ETA: 3s - loss: 3.3509e-04 - acc: 0.999 - ETA: 3s - loss: 3.2302e-04 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.9991 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0019 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0018 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 817us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.5848 - val_acc: 0.8443 Epoch 01555: val_loss did not improve from 0.55729 Epoch 1556/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.5582e-07 - acc: 1.000 - ETA: 5s - loss: 1.5587e-07 - acc: 1.000 - ETA: 5s - loss: 5.5881e-07 - acc: 1.000 - ETA: 5s - loss: 0.0200 - acc: 0.9971 - ETA: 5s - loss: 0.0170 - acc: 0.997 - ETA: 5s - loss: 0.0142 - acc: 0.997 - ETA: 5s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 6s 827us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.6454 - val_acc: 0.8515 Epoch 01556: val_loss did not improve from 0.55729 Epoch 1557/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.0000 - ETA: 5s - loss: 9.2132e-04 - acc: 1.000 - ETA: 5s - loss: 6.7009e-04 - acc: 1.000 - ETA: 5s - loss: 4.9143e-04 - acc: 1.000 - ETA: 5s - loss: 4.0955e-04 - acc: 1.000 - ETA: 5s - loss: 3.5194e-04 - acc: 1.000 - ETA: 4s - loss: 2.9568e-04 - acc: 1.000 - ETA: 4s - loss: 2.6401e-04 - acc: 1.000 - ETA: 4s - loss: 2.3847e-04 - acc: 1.000 - ETA: 4s - loss: 0.0232 - acc: 0.9986 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 821us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.5690 - val_acc: 0.8455 Epoch 01557: val_loss did not improve from 0.55729 Epoch 1558/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.2053e-06 - acc: 1.000 - ETA: 5s - loss: 3.0860e-06 - acc: 1.000 - ETA: 5s - loss: 2.0467e-06 - acc: 1.000 - ETA: 5s - loss: 1.6933e-06 - acc: 1.000 - ETA: 5s - loss: 1.3506e-06 - acc: 1.000 - ETA: 4s - loss: 1.1747e-06 - acc: 1.000 - ETA: 4s - loss: 5.7491e-05 - acc: 1.000 - ETA: 4s - loss: 5.1378e-05 - acc: 1.000 - ETA: 4s - loss: 4.4985e-05 - acc: 1.000 - ETA: 4s - loss: 4.0001e-05 - acc: 1.000 - ETA: 4s - loss: 3.6933e-05 - acc: 1.000 - ETA: 4s - loss: 3.3509e-05 - acc: 1.000 - ETA: 4s - loss: 3.4564e-05 - acc: 1.000 - ETA: 4s - loss: 3.2480e-05 - acc: 1.000 - ETA: 4s - loss: 3.0039e-05 - acc: 1.000 - ETA: 4s - loss: 2.8436e-05 - acc: 1.000 - ETA: 4s - loss: 2.6997e-05 - acc: 1.000 - ETA: 4s - loss: 2.5290e-05 - acc: 1.000 - ETA: 4s - loss: 2.4149e-05 - acc: 1.000 - ETA: 4s - loss: 2.7590e-05 - acc: 1.000 - ETA: 4s - loss: 2.6461e-05 - acc: 1.000 - ETA: 4s - loss: 2.5138e-05 - acc: 1.000 - ETA: 4s - loss: 2.4200e-05 - acc: 1.000 - ETA: 3s - loss: 2.3329e-05 - acc: 1.000 - ETA: 3s - loss: 2.2520e-05 - acc: 1.000 - ETA: 3s - loss: 2.4929e-05 - acc: 1.000 - ETA: 3s - loss: 2.3862e-05 - acc: 1.000 - ETA: 3s - loss: 2.3120e-05 - acc: 1.000 - ETA: 3s - loss: 2.2423e-05 - acc: 1.000 - ETA: 3s - loss: 2.1808e-05 - acc: 1.000 - ETA: 3s - loss: 2.1281e-05 - acc: 1.000 - ETA: 3s - loss: 2.0699e-05 - acc: 1.000 - ETA: 3s - loss: 2.0152e-05 - acc: 1.000 - ETA: 3s - loss: 2.9714e-05 - acc: 1.000 - ETA: 3s - loss: 2.8969e-05 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9996 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 823us/step - loss: 0.0123 - acc: 0.9987 - val_loss: 1.5903 - val_acc: 0.8479 Epoch 01558: val_loss did not improve from 0.55729 Epoch 1559/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 1.5931e-07 - acc: 1.000 - ETA: 4s - loss: 2.8385e-06 - acc: 1.000 - ETA: 5s - loss: 2.4121e-06 - acc: 1.000 - ETA: 4s - loss: 2.1345e-06 - acc: 1.000 - ETA: 4s - loss: 1.8132e-06 - acc: 1.000 - ETA: 4s - loss: 1.5796e-06 - acc: 1.000 - ETA: 4s - loss: 2.7797e-06 - acc: 1.000 - ETA: 4s - loss: 2.5516e-06 - acc: 1.000 - ETA: 4s - loss: 4.2916e-06 - acc: 1.000 - ETA: 4s - loss: 3.9864e-06 - acc: 1.000 - ETA: 4s - loss: 3.7228e-06 - acc: 1.000 - ETA: 4s - loss: 3.4282e-06 - acc: 1.000 - ETA: 4s - loss: 3.1829e-06 - acc: 1.000 - ETA: 4s - loss: 3.0199e-06 - acc: 1.000 - ETA: 4s - loss: 2.8698e-06 - acc: 1.000 - ETA: 4s - loss: 2.6924e-06 - acc: 1.000 - ETA: 4s - loss: 2.6136e-06 - acc: 1.000 - ETA: 4s - loss: 2.4896e-06 - acc: 1.000 - ETA: 4s - loss: 2.3944e-06 - acc: 1.000 - ETA: 4s - loss: 2.3110e-06 - acc: 1.000 - ETA: 4s - loss: 2.2277e-06 - acc: 1.000 - ETA: 3s - loss: 2.1263e-06 - acc: 1.000 - ETA: 3s - loss: 2.1222e-06 - acc: 1.000 - ETA: 3s - loss: 2.0804e-06 - acc: 1.000 - ETA: 3s - loss: 2.0796e-06 - acc: 1.000 - ETA: 3s - loss: 2.0187e-06 - acc: 1.000 - ETA: 3s - loss: 1.9611e-06 - acc: 1.000 - ETA: 3s - loss: 1.9070e-06 - acc: 1.000 - ETA: 3s - loss: 1.8407e-06 - acc: 1.000 - ETA: 3s - loss: 1.7951e-06 - acc: 1.000 - ETA: 3s - loss: 1.7358e-06 - acc: 1.000 - ETA: 3s - loss: 1.6805e-06 - acc: 1.000 - ETA: 3s - loss: 1.6415e-06 - acc: 1.000 - ETA: 3s - loss: 1.5926e-06 - acc: 1.000 - ETA: 3s - loss: 1.5579e-06 - acc: 1.000 - ETA: 3s - loss: 1.5140e-06 - acc: 1.000 - ETA: 3s - loss: 0.0038 - acc: 0.9996 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 822us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.6813 - val_acc: 0.8347 Epoch 01559: val_loss did not improve from 0.55729 Epoch 1560/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5527e-06 - acc: 1.000 - ETA: 5s - loss: 5.1633e-07 - acc: 1.000 - ETA: 5s - loss: 6.3932e-06 - acc: 1.000 - ETA: 5s - loss: 4.6832e-06 - acc: 1.000 - ETA: 4s - loss: 3.6398e-06 - acc: 1.000 - ETA: 5s - loss: 3.7471e-06 - acc: 1.000 - ETA: 4s - loss: 4.8314e-06 - acc: 1.000 - ETA: 4s - loss: 4.2668e-06 - acc: 1.000 - ETA: 4s - loss: 3.8446e-06 - acc: 1.000 - ETA: 4s - loss: 3.3794e-06 - acc: 1.000 - ETA: 4s - loss: 3.0999e-06 - acc: 1.000 - ETA: 4s - loss: 3.8354e-06 - acc: 1.000 - ETA: 4s - loss: 3.4817e-06 - acc: 1.000 - ETA: 4s - loss: 3.2608e-06 - acc: 1.000 - ETA: 4s - loss: 3.0052e-06 - acc: 1.000 - ETA: 4s - loss: 2.8034e-06 - acc: 1.000 - ETA: 4s - loss: 2.6651e-06 - acc: 1.000 - ETA: 4s - loss: 2.6606e-06 - acc: 1.000 - ETA: 4s - loss: 2.5767e-06 - acc: 1.000 - ETA: 4s - loss: 2.4655e-06 - acc: 1.000 - ETA: 4s - loss: 2.3675e-06 - acc: 1.000 - ETA: 4s - loss: 2.2770e-06 - acc: 1.000 - ETA: 4s - loss: 2.1840e-06 - acc: 1.000 - ETA: 4s - loss: 2.1117e-06 - acc: 1.000 - ETA: 4s - loss: 2.0683e-06 - acc: 1.000 - ETA: 3s - loss: 2.1250e-06 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9994 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 6s 826us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.6066 - val_acc: 0.8455 Epoch 01560: val_loss did not improve from 0.55729 Epoch 1561/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 7.6637e-06 - acc: 1.000 - ETA: 5s - loss: 4.8357e-06 - acc: 1.000 - ETA: 5s - loss: 4.9524e-06 - acc: 1.000 - ETA: 5s - loss: 3.9858e-06 - acc: 1.000 - ETA: 4s - loss: 3.1727e-06 - acc: 1.000 - ETA: 4s - loss: 2.7563e-06 - acc: 1.000 - ETA: 4s - loss: 2.3545e-06 - acc: 1.000 - ETA: 4s - loss: 2.1890e-06 - acc: 1.000 - ETA: 4s - loss: 1.9955e-06 - acc: 1.000 - ETA: 4s - loss: 1.7951e-06 - acc: 1.000 - ETA: 4s - loss: 1.6700e-06 - acc: 1.000 - ETA: 4s - loss: 1.5601e-06 - acc: 1.000 - ETA: 4s - loss: 1.4420e-06 - acc: 1.000 - ETA: 4s - loss: 1.3610e-06 - acc: 1.000 - ETA: 4s - loss: 1.2894e-06 - acc: 1.000 - ETA: 4s - loss: 1.2146e-06 - acc: 1.000 - ETA: 4s - loss: 1.1589e-06 - acc: 1.000 - ETA: 4s - loss: 1.1142e-06 - acc: 1.000 - ETA: 4s - loss: 1.0690e-06 - acc: 1.000 - ETA: 4s - loss: 1.0338e-06 - acc: 1.000 - ETA: 4s - loss: 3.7478e-06 - acc: 1.000 - ETA: 4s - loss: 3.6057e-06 - acc: 1.000 - ETA: 4s - loss: 3.4733e-06 - acc: 1.000 - ETA: 3s - loss: 0.0053 - acc: 0.9994 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 822us/step - loss: 0.0121 - acc: 0.9987 - val_loss: 1.6251 - val_acc: 0.8419 Epoch 01561: val_loss did not improve from 0.55729 Epoch 1562/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4656e-04 - acc: 1.000 - ETA: 5s - loss: 8.3819e-05 - acc: 1.000 - ETA: 5s - loss: 5.8921e-05 - acc: 1.000 - ETA: 5s - loss: 5.0702e-05 - acc: 1.000 - ETA: 5s - loss: 4.2946e-05 - acc: 1.000 - ETA: 5s - loss: 3.4381e-05 - acc: 1.000 - ETA: 5s - loss: 2.9972e-05 - acc: 1.000 - ETA: 4s - loss: 2.6034e-05 - acc: 1.000 - ETA: 4s - loss: 2.2741e-05 - acc: 1.000 - ETA: 4s - loss: 2.0745e-05 - acc: 1.000 - ETA: 4s - loss: 1.9120e-05 - acc: 1.000 - ETA: 4s - loss: 1.7288e-05 - acc: 1.000 - ETA: 4s - loss: 1.6226e-05 - acc: 1.000 - ETA: 4s - loss: 1.4884e-05 - acc: 1.000 - ETA: 4s - loss: 1.4017e-05 - acc: 1.000 - ETA: 4s - loss: 1.3403e-05 - acc: 1.000 - ETA: 4s - loss: 1.2704e-05 - acc: 1.000 - ETA: 4s - loss: 1.2075e-05 - acc: 1.000 - ETA: 4s - loss: 1.1508e-05 - acc: 1.000 - ETA: 4s - loss: 1.1106e-05 - acc: 1.000 - ETA: 4s - loss: 1.0486e-05 - acc: 1.000 - ETA: 4s - loss: 1.0226e-05 - acc: 1.000 - ETA: 4s - loss: 9.7122e-06 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9994 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 0.0010 - acc: 0.999 - ETA: 2s - loss: 9.9260e-04 - acc: 0.999 - ETA: 2s - loss: 9.7511e-04 - acc: 0.999 - ETA: 2s - loss: 9.5270e-04 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.9994 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 823us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.5750 - val_acc: 0.8491 Epoch 01562: val_loss did not improve from 0.55729 Epoch 1563/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3581e-07 - acc: 1.000 - ETA: 5s - loss: 1.2978e-07 - acc: 1.000 - ETA: 5s - loss: 1.2751e-07 - acc: 1.000 - ETA: 5s - loss: 1.2633e-07 - acc: 1.000 - ETA: 5s - loss: 2.6199e-07 - acc: 1.000 - ETA: 4s - loss: 2.4301e-07 - acc: 1.000 - ETA: 4s - loss: 2.4220e-07 - acc: 1.000 - ETA: 4s - loss: 0.0080 - acc: 0.9985 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 815us/step - loss: 0.0115 - acc: 0.9988 - val_loss: 1.6638 - val_acc: 0.8395 Epoch 01563: val_loss did not improve from 0.55729 Epoch 1564/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4587e-07 - acc: 1.000 - ETA: 5s - loss: 6.0144e-06 - acc: 1.000 - ETA: 5s - loss: 3.8885e-06 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 5s 814us/step - loss: 0.0120 - acc: 0.9990 - val_loss: 1.5283 - val_acc: 0.8443 Epoch 01564: val_loss did not improve from 0.55729 Epoch 1565/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 3.3714e-07 - acc: 1.000 - ETA: 5s - loss: 2.7852e-07 - acc: 1.000 - ETA: 5s - loss: 5.9478e-07 - acc: 1.000 - ETA: 5s - loss: 1.5755e-05 - acc: 1.000 - ETA: 4s - loss: 1.3406e-05 - acc: 1.000 - ETA: 4s - loss: 1.1492e-05 - acc: 1.000 - ETA: 4s - loss: 1.0355e-05 - acc: 1.000 - ETA: 4s - loss: 9.4090e-06 - acc: 1.000 - ETA: 4s - loss: 8.4184e-06 - acc: 1.000 - ETA: 4s - loss: 0.0403 - acc: 0.9975 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - 5s 818us/step - loss: 0.0136 - acc: 0.9991 - val_loss: 1.6059 - val_acc: 0.8407 Epoch 01565: val_loss did not improve from 0.55729 Epoch 1566/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0797e-07 - acc: 1.000 - ETA: 5s - loss: 2.4140e-07 - acc: 1.000 - ETA: 5s - loss: 1.8903e-07 - acc: 1.000 - ETA: 5s - loss: 1.6473e-07 - acc: 1.000 - ETA: 5s - loss: 1.7967e-07 - acc: 1.000 - ETA: 5s - loss: 1.7987e-07 - acc: 1.000 - ETA: 4s - loss: 1.7072e-07 - acc: 1.000 - ETA: 4s - loss: 1.6429e-07 - acc: 1.000 - ETA: 4s - loss: 1.5997e-07 - acc: 1.000 - ETA: 4s - loss: 1.8852e-07 - acc: 1.000 - ETA: 4s - loss: 1.8241e-07 - acc: 1.000 - ETA: 4s - loss: 1.7576e-07 - acc: 1.000 - ETA: 4s - loss: 1.7780e-07 - acc: 1.000 - ETA: 4s - loss: 1.7259e-07 - acc: 1.000 - ETA: 4s - loss: 1.6925e-07 - acc: 1.000 - ETA: 4s - loss: 1.6631e-07 - acc: 1.000 - ETA: 4s - loss: 1.6288e-07 - acc: 1.000 - ETA: 4s - loss: 1.6062e-07 - acc: 1.000 - ETA: 4s - loss: 1.5883e-07 - acc: 1.000 - ETA: 4s - loss: 1.5639e-07 - acc: 1.000 - ETA: 4s - loss: 1.5804e-07 - acc: 1.000 - ETA: 4s - loss: 1.5808e-07 - acc: 1.000 - ETA: 4s - loss: 1.5603e-07 - acc: 1.000 - ETA: 4s - loss: 1.5701e-07 - acc: 1.000 - ETA: 3s - loss: 4.2131e-07 - acc: 1.000 - ETA: 3s - loss: 4.0941e-07 - acc: 1.000 - ETA: 3s - loss: 3.9665e-07 - acc: 1.000 - ETA: 3s - loss: 3.8497e-07 - acc: 1.000 - ETA: 3s - loss: 2.5154e-06 - acc: 1.000 - ETA: 3s - loss: 2.4486e-06 - acc: 1.000 - ETA: 3s - loss: 2.3601e-06 - acc: 1.000 - ETA: 3s - loss: 2.2978e-06 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 818us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.5539 - val_acc: 0.8431 Epoch 01566: val_loss did not improve from 0.55729 Epoch 1567/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 1.5385e-07 - acc: 1.000 - ETA: 4s - loss: 1.4231e-07 - acc: 1.000 - ETA: 4s - loss: 1.3769e-07 - acc: 1.000 - ETA: 4s - loss: 1.4227e-07 - acc: 1.000 - ETA: 4s - loss: 1.3826e-07 - acc: 1.000 - ETA: 4s - loss: 1.3927e-07 - acc: 1.000 - ETA: 4s - loss: 2.8335e-06 - acc: 1.000 - ETA: 4s - loss: 2.5938e-06 - acc: 1.000 - ETA: 4s - loss: 2.3877e-06 - acc: 1.000 - ETA: 4s - loss: 2.1625e-06 - acc: 1.000 - ETA: 4s - loss: 3.8237e-06 - acc: 1.000 - ETA: 4s - loss: 3.5821e-06 - acc: 1.000 - ETA: 4s - loss: 3.3173e-06 - acc: 1.000 - ETA: 4s - loss: 3.1471e-06 - acc: 1.000 - ETA: 4s - loss: 2.9346e-06 - acc: 1.000 - ETA: 4s - loss: 2.7967e-06 - acc: 1.000 - ETA: 4s - loss: 3.3014e-05 - acc: 1.000 - ETA: 4s - loss: 3.1079e-05 - acc: 1.000 - ETA: 4s - loss: 2.9772e-05 - acc: 1.000 - ETA: 4s - loss: 2.8570e-05 - acc: 1.000 - ETA: 4s - loss: 2.7462e-05 - acc: 1.000 - ETA: 3s - loss: 3.7215e-04 - acc: 1.000 - ETA: 3s - loss: 3.5466e-04 - acc: 1.000 - ETA: 3s - loss: 3.4259e-04 - acc: 1.000 - ETA: 3s - loss: 3.2770e-04 - acc: 1.000 - ETA: 3s - loss: 3.1735e-04 - acc: 1.000 - ETA: 3s - loss: 3.0806e-04 - acc: 1.000 - ETA: 3s - loss: 2.9606e-04 - acc: 1.000 - ETA: 3s - loss: 2.8760e-04 - acc: 1.000 - ETA: 3s - loss: 2.7706e-04 - acc: 1.000 - ETA: 3s - loss: 2.6729e-04 - acc: 1.000 - ETA: 3s - loss: 2.6108e-04 - acc: 1.000 - ETA: 3s - loss: 2.5469e-04 - acc: 1.000 - ETA: 3s - loss: 2.4641e-04 - acc: 1.000 - ETA: 3s - loss: 2.4055e-04 - acc: 1.000 - ETA: 3s - loss: 2.3315e-04 - acc: 1.000 - ETA: 3s - loss: 2.2791e-04 - acc: 1.000 - ETA: 3s - loss: 0.0061 - acc: 0.9996 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - 5s 817us/step - loss: 0.0066 - acc: 0.9993 - val_loss: 1.6344 - val_acc: 0.8491 Epoch 01567: val_loss did not improve from 0.55729 Epoch 1568/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2650e-07 - acc: 1.000 - ETA: 5s - loss: 4.9478e-06 - acc: 1.000 - ETA: 5s - loss: 6.6061e-04 - acc: 1.000 - ETA: 5s - loss: 4.6885e-04 - acc: 1.000 - ETA: 5s - loss: 3.6069e-04 - acc: 1.000 - ETA: 5s - loss: 2.9309e-04 - acc: 1.000 - ETA: 5s - loss: 2.5752e-04 - acc: 1.000 - ETA: 5s - loss: 2.1275e-04 - acc: 1.000 - ETA: 5s - loss: 1.8822e-04 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9983 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.5262e-04 - acc: 0.999 - ETA: 4s - loss: 9.1551e-04 - acc: 0.999 - ETA: 4s - loss: 8.8119e-04 - acc: 0.999 - ETA: 4s - loss: 8.3923e-04 - acc: 0.999 - ETA: 3s - loss: 8.1030e-04 - acc: 0.999 - ETA: 3s - loss: 7.8330e-04 - acc: 0.999 - ETA: 3s - loss: 7.4997e-04 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.9990 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 6s 827us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.5555 - val_acc: 0.8455 Epoch 01568: val_loss did not improve from 0.55729 Epoch 1569/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5845e-05 - acc: 1.000 - ETA: 5s - loss: 4.4524e-06 - acc: 1.000 - ETA: 5s - loss: 2.9038e-06 - acc: 1.000 - ETA: 5s - loss: 1.9985e-06 - acc: 1.000 - ETA: 5s - loss: 1.7027e-06 - acc: 1.000 - ETA: 4s - loss: 1.3696e-06 - acc: 1.000 - ETA: 4s - loss: 1.1993e-06 - acc: 1.000 - ETA: 4s - loss: 1.0831e-06 - acc: 1.000 - ETA: 4s - loss: 9.8419e-07 - acc: 1.000 - ETA: 4s - loss: 9.2834e-07 - acc: 1.000 - ETA: 4s - loss: 8.3868e-07 - acc: 1.000 - ETA: 4s - loss: 7.8334e-07 - acc: 1.000 - ETA: 4s - loss: 7.2184e-07 - acc: 1.000 - ETA: 4s - loss: 3.5014e-05 - acc: 1.000 - ETA: 4s - loss: 3.2920e-05 - acc: 1.000 - ETA: 4s - loss: 3.0718e-05 - acc: 1.000 - ETA: 4s - loss: 2.9110e-05 - acc: 1.000 - ETA: 4s - loss: 2.7747e-05 - acc: 1.000 - ETA: 4s - loss: 2.6021e-05 - acc: 1.000 - ETA: 4s - loss: 2.4861e-05 - acc: 1.000 - ETA: 4s - loss: 2.3467e-05 - acc: 1.000 - ETA: 4s - loss: 2.2523e-05 - acc: 1.000 - ETA: 4s - loss: 2.1374e-05 - acc: 1.000 - ETA: 4s - loss: 2.0589e-05 - acc: 1.000 - ETA: 3s - loss: 2.1021e-05 - acc: 1.000 - ETA: 3s - loss: 2.0310e-05 - acc: 1.000 - ETA: 3s - loss: 1.9644e-05 - acc: 1.000 - ETA: 3s - loss: 1.8822e-05 - acc: 1.000 - ETA: 3s - loss: 1.8250e-05 - acc: 1.000 - ETA: 3s - loss: 1.7849e-05 - acc: 1.000 - ETA: 3s - loss: 1.7350e-05 - acc: 1.000 - ETA: 3s - loss: 1.6872e-05 - acc: 1.000 - ETA: 3s - loss: 1.6274e-05 - acc: 1.000 - ETA: 3s - loss: 1.9386e-05 - acc: 1.000 - ETA: 3s - loss: 1.8739e-05 - acc: 1.000 - ETA: 3s - loss: 1.8282e-05 - acc: 1.000 - ETA: 3s - loss: 1.7846e-05 - acc: 1.000 - ETA: 3s - loss: 1.7298e-05 - acc: 1.000 - ETA: 3s - loss: 1.6908e-05 - acc: 1.000 - ETA: 3s - loss: 1.6414e-05 - acc: 1.000 - ETA: 3s - loss: 1.6166e-05 - acc: 1.000 - ETA: 3s - loss: 2.2530e-05 - acc: 1.000 - ETA: 2s - loss: 2.1916e-05 - acc: 1.000 - ETA: 2s - loss: 2.1341e-05 - acc: 1.000 - ETA: 2s - loss: 2.1083e-05 - acc: 1.000 - ETA: 2s - loss: 2.0994e-05 - acc: 1.000 - ETA: 2s - loss: 2.0603e-05 - acc: 1.000 - ETA: 2s - loss: 2.0597e-05 - acc: 1.000 - ETA: 2s - loss: 3.0230e-05 - acc: 1.000 - ETA: 2s - loss: 2.9701e-05 - acc: 1.000 - ETA: 2s - loss: 2.9022e-05 - acc: 1.000 - ETA: 2s - loss: 2.8373e-05 - acc: 1.000 - ETA: 2s - loss: 2.7906e-05 - acc: 1.000 - ETA: 2s - loss: 2.7307e-05 - acc: 1.000 - ETA: 2s - loss: 2.6874e-05 - acc: 1.000 - ETA: 2s - loss: 2.6316e-05 - acc: 1.000 - ETA: 2s - loss: 2.5913e-05 - acc: 1.000 - ETA: 2s - loss: 0.0030 - acc: 0.9997 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 5s 817us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.5985 - val_acc: 0.8395 Epoch 01569: val_loss did not improve from 0.55729 Epoch 1570/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 1.5438e-07 - acc: 1.000 - ETA: 5s - loss: 7.1772e-05 - acc: 1.000 - ETA: 5s - loss: 1.5790e-04 - acc: 1.000 - ETA: 5s - loss: 1.2410e-04 - acc: 1.000 - ETA: 5s - loss: 9.6613e-05 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9977 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 5s 818us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.6058 - val_acc: 0.8467 Epoch 01570: val_loss did not improve from 0.55729 Epoch 1571/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2501e-07 - acc: 1.000 - ETA: 5s - loss: 1.7248e-07 - acc: 1.000 - ETA: 5s - loss: 1.6445e-07 - acc: 1.000 - ETA: 4s - loss: 1.5239e-07 - acc: 1.000 - ETA: 5s - loss: 1.4686e-07 - acc: 1.000 - ETA: 4s - loss: 1.4319e-07 - acc: 1.000 - ETA: 4s - loss: 1.4293e-07 - acc: 1.000 - ETA: 4s - loss: 1.4401e-07 - acc: 1.000 - ETA: 4s - loss: 1.9429e-07 - acc: 1.000 - ETA: 4s - loss: 1.9695e-07 - acc: 1.000 - ETA: 4s - loss: 2.0352e-07 - acc: 1.000 - ETA: 4s - loss: 9.4004e-04 - acc: 0.998 - ETA: 4s - loss: 8.7451e-04 - acc: 0.998 - ETA: 4s - loss: 8.0313e-04 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.9981 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0340 - acc: 0.997 - ETA: 3s - loss: 0.0329 - acc: 0.997 - ETA: 3s - loss: 0.0318 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0297 - acc: 0.997 - ETA: 3s - loss: 0.0288 - acc: 0.997 - ETA: 3s - loss: 0.0278 - acc: 0.997 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 820us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.5799 - val_acc: 0.8503 Epoch 01571: val_loss did not improve from 0.55729 Epoch 1572/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8835e-05 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 827us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5883 - val_acc: 0.8515 Epoch 01572: val_loss did not improve from 0.55729 Epoch 1573/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0417 - acc: 0.9950 - ETA: 5s - loss: 0.0320 - acc: 0.996 - ETA: 5s - loss: 0.0245 - acc: 0.997 - ETA: 5s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.997 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.999 - ETA: 0s - loss: 0.0157 - acc: 0.999 - ETA: 0s - loss: 0.0155 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - 6s 840us/step - loss: 0.0136 - acc: 0.9991 - val_loss: 1.5365 - val_acc: 0.8539 Epoch 01574: val_loss did not improve from 0.55729 Epoch 1575/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 1.1517e-06 - acc: 1.000 - ETA: 5s - loss: 9.7051e-06 - acc: 1.000 - ETA: 5s - loss: 7.6510e-06 - acc: 1.000 - ETA: 5s - loss: 6.3222e-06 - acc: 1.000 - ETA: 5s - loss: 5.3918e-06 - acc: 1.000 - ETA: 5s - loss: 4.7227e-06 - acc: 1.000 - ETA: 5s - loss: 4.1920e-06 - acc: 1.000 - ETA: 5s - loss: 3.6539e-06 - acc: 1.000 - ETA: 4s - loss: 3.4390e-06 - acc: 1.000 - ETA: 4s - loss: 3.1626e-06 - acc: 1.000 - ETA: 4s - loss: 2.9285e-06 - acc: 1.000 - ETA: 4s - loss: 2.7392e-06 - acc: 1.000 - ETA: 4s - loss: 2.5118e-06 - acc: 1.000 - 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acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 6s 830us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.6334 - val_acc: 0.8479 Epoch 01575: val_loss did not improve from 0.55729 Epoch 1576/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1165e-07 - acc: 1.000 - ETA: 5s - loss: 2.4248e-07 - acc: 1.000 - ETA: 5s - loss: 2.6311e-07 - acc: 1.000 - ETA: 5s - loss: 2.3776e-07 - acc: 1.000 - ETA: 4s - loss: 2.2569e-07 - acc: 1.000 - ETA: 4s - loss: 4.6654e-07 - acc: 1.000 - ETA: 4s - loss: 5.1375e-07 - acc: 1.000 - ETA: 4s - loss: 4.6592e-07 - acc: 1.000 - ETA: 4s - loss: 6.3796e-07 - acc: 1.000 - ETA: 4s - loss: 5.9974e-07 - acc: 1.000 - ETA: 4s - loss: 5.5504e-07 - acc: 1.000 - ETA: 4s - loss: 5.1858e-07 - acc: 1.000 - ETA: 4s - loss: 5.1738e-07 - acc: 1.000 - ETA: 4s - loss: 1.1610e-04 - acc: 1.000 - ETA: 4s - loss: 0.0142 - acc: 0.9991 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - 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acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - 6s 824us/step - loss: 0.0147 - acc: 0.9990 - val_loss: 1.6592 - val_acc: 0.8467 Epoch 01576: val_loss did not improve from 0.55729 Epoch 1577/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 1.6665e-06 - acc: 1.000 - ETA: 5s - loss: 1.2532e-06 - acc: 1.000 - ETA: 5s - loss: 9.7429e-04 - acc: 1.000 - ETA: 5s - loss: 8.0238e-04 - acc: 1.000 - ETA: 4s - loss: 6.5101e-04 - acc: 1.000 - ETA: 4s - loss: 5.4687e-04 - acc: 1.000 - ETA: 4s - loss: 0.0051 - acc: 0.9982 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 818us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.6097 - val_acc: 0.8539 Epoch 01577: val_loss did not improve from 0.55729 Epoch 1578/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.2015e-04 - acc: 1.000 - ETA: 5s - loss: 1.6477e-04 - acc: 1.000 - ETA: 5s - loss: 0.0346 - acc: 0.9944 - ETA: 5s - loss: 0.0260 - acc: 0.995 - ETA: 5s - loss: 0.0195 - acc: 0.996 - ETA: 5s - loss: 0.0173 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 4s - loss: 0.0112 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 818us/step - loss: 0.0128 - acc: 0.9985 - val_loss: 1.6051 - val_acc: 0.8503 Epoch 01578: val_loss did not improve from 0.55729 Epoch 1579/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0540 - acc: 0.995 - ETA: 4s - loss: 0.0473 - acc: 0.995 - ETA: 4s - loss: 0.0405 - acc: 0.996 - ETA: 4s - loss: 0.0866 - acc: 0.993 - ETA: 4s - loss: 0.0767 - acc: 0.994 - ETA: 4s - loss: 0.0706 - acc: 0.994 - ETA: 4s - loss: 0.0639 - acc: 0.995 - ETA: 4s - loss: 0.0596 - acc: 0.995 - ETA: 4s - loss: 0.0548 - acc: 0.995 - ETA: 4s - loss: 0.0516 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.996 - ETA: 4s - loss: 0.0455 - acc: 0.996 - ETA: 4s - loss: 0.0433 - acc: 0.996 - ETA: 4s - loss: 0.0413 - acc: 0.996 - ETA: 4s - loss: 0.0389 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0353 - acc: 0.997 - ETA: 4s - loss: 0.0340 - acc: 0.997 - ETA: 3s - loss: 0.0323 - acc: 0.997 - ETA: 3s - loss: 0.0312 - acc: 0.997 - ETA: 3s - loss: 0.0298 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 1s - loss: 0.0204 - acc: 0.998 - ETA: 1s - loss: 0.0201 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - 5s 816us/step - loss: 0.0151 - acc: 0.9990 - val_loss: 1.5932 - val_acc: 0.8515 Epoch 01579: val_loss did not improve from 0.55729 Epoch 1580/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1975e-07 - acc: 1.000 - ETA: 5s - loss: 1.8392e-07 - acc: 1.000 - ETA: 5s - loss: 1.7252e-07 - acc: 1.000 - ETA: 4s - loss: 1.6491e-07 - acc: 1.000 - ETA: 4s - loss: 1.5759e-07 - acc: 1.000 - ETA: 4s - loss: 1.5646e-07 - acc: 1.000 - ETA: 4s - loss: 1.5295e-07 - acc: 1.000 - ETA: 4s - loss: 1.5524e-07 - acc: 1.000 - ETA: 4s - loss: 1.3481e-06 - acc: 1.000 - ETA: 4s - loss: 1.2595e-06 - acc: 1.000 - ETA: 4s - loss: 1.2066e-06 - acc: 1.000 - ETA: 4s - loss: 1.1160e-06 - acc: 1.000 - ETA: 4s - loss: 1.0394e-06 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9991 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 820us/step - loss: 0.0133 - acc: 0.9985 - val_loss: 1.6232 - val_acc: 0.8455 Epoch 01580: val_loss did not improve from 0.55729 Epoch 1581/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 0.0348 - acc: 0.9937 - ETA: 5s - loss: 0.0253 - acc: 0.995 - ETA: 4s - loss: 0.0186 - acc: 0.996 - ETA: 5s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.997 - ETA: 4s - loss: 0.0099 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.997 - ETA: 4s - loss: 0.0085 - acc: 0.997 - ETA: 4s - loss: 0.0080 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 816us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.6379 - val_acc: 0.8395 Epoch 01581: val_loss did not improve from 0.55729 Epoch 1582/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.9648e-07 - acc: 1.000 - ETA: 5s - loss: 2.1037e-07 - acc: 1.000 - ETA: 5s - loss: 2.3312e-06 - acc: 1.000 - ETA: 5s - loss: 2.1295e-06 - acc: 1.000 - ETA: 5s - loss: 1.9977e-06 - acc: 1.000 - ETA: 4s - loss: 7.3910e-06 - acc: 1.000 - ETA: 4s - loss: 6.7494e-06 - acc: 1.000 - ETA: 4s - loss: 6.0631e-06 - acc: 1.000 - ETA: 4s - loss: 5.6281e-06 - acc: 1.000 - ETA: 4s - loss: 5.2527e-06 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9990 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 821us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5429 - val_acc: 0.8443 Epoch 01582: val_loss did not improve from 0.55729 Epoch 1583/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 8.0450e-06 - acc: 1.000 - ETA: 5s - loss: 5.2336e-06 - acc: 1.000 - ETA: 5s - loss: 4.1803e-06 - acc: 1.000 - ETA: 5s - loss: 3.4636e-06 - acc: 1.000 - ETA: 5s - loss: 2.9640e-06 - acc: 1.000 - ETA: 4s - loss: 6.4458e-05 - acc: 1.000 - ETA: 4s - loss: 5.7309e-05 - acc: 1.000 - ETA: 4s - loss: 5.1591e-05 - acc: 1.000 - ETA: 4s - loss: 4.6920e-05 - acc: 1.000 - ETA: 4s - loss: 4.1934e-05 - acc: 1.000 - ETA: 4s - loss: 3.8798e-05 - acc: 1.000 - ETA: 4s - loss: 3.5282e-05 - acc: 1.000 - ETA: 4s - loss: 3.3038e-05 - acc: 1.000 - ETA: 4s - loss: 3.0478e-05 - acc: 1.000 - ETA: 4s - loss: 2.8792e-05 - acc: 1.000 - ETA: 4s - loss: 2.6935e-05 - acc: 1.000 - ETA: 4s - loss: 2.5618e-05 - acc: 1.000 - ETA: 4s - loss: 2.4049e-05 - acc: 1.000 - ETA: 4s - loss: 2.2993e-05 - acc: 1.000 - ETA: 4s - loss: 2.2062e-05 - acc: 1.000 - ETA: 4s - loss: 2.1184e-05 - acc: 1.000 - ETA: 4s - loss: 2.0118e-05 - acc: 1.000 - ETA: 4s - loss: 1.9386e-05 - acc: 1.000 - ETA: 3s - loss: 1.8706e-05 - acc: 1.000 - ETA: 3s - loss: 1.7871e-05 - acc: 1.000 - ETA: 3s - loss: 1.7303e-05 - acc: 1.000 - ETA: 3s - loss: 1.6766e-05 - acc: 1.000 - ETA: 3s - loss: 1.6099e-05 - acc: 1.000 - ETA: 3s - loss: 1.5629e-05 - acc: 1.000 - ETA: 3s - loss: 1.5186e-05 - acc: 1.000 - ETA: 3s - loss: 1.7429e-05 - acc: 1.000 - ETA: 3s - loss: 1.7011e-05 - acc: 1.000 - ETA: 3s - loss: 1.6429e-05 - acc: 1.000 - ETA: 3s - loss: 1.6017e-05 - acc: 1.000 - ETA: 3s - loss: 1.5626e-05 - acc: 1.000 - ETA: 3s - loss: 1.5140e-05 - acc: 1.000 - ETA: 3s - loss: 1.4790e-05 - acc: 1.000 - ETA: 3s - loss: 1.4349e-05 - acc: 1.000 - ETA: 3s - loss: 1.3934e-05 - acc: 1.000 - ETA: 3s - loss: 3.8835e-04 - acc: 0.999 - ETA: 3s - loss: 3.8031e-04 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.9993 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 820us/step - loss: 0.0131 - acc: 0.9990 - val_loss: 1.5016 - val_acc: 0.8491 Epoch 01583: val_loss did not improve from 0.55729 Epoch 1584/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.1107e-06 - acc: 1.000 - ETA: 5s - loss: 1.3639e-06 - acc: 1.000 - ETA: 4s - loss: 9.4951e-07 - acc: 1.000 - ETA: 4s - loss: 7.8425e-07 - acc: 1.000 - ETA: 5s - loss: 6.7341e-07 - acc: 1.000 - ETA: 4s - loss: 5.7657e-07 - acc: 1.000 - ETA: 4s - loss: 5.2169e-07 - acc: 1.000 - ETA: 4s - loss: 4.8559e-07 - acc: 1.000 - ETA: 4s - loss: 4.5206e-07 - acc: 1.000 - ETA: 4s - loss: 4.1402e-07 - acc: 1.000 - ETA: 4s - loss: 4.4784e-07 - acc: 1.000 - ETA: 4s - loss: 4.1782e-07 - acc: 1.000 - ETA: 4s - loss: 4.0455e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9990 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 816us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.6443 - val_acc: 0.8479 Epoch 01584: val_loss did not improve from 0.55729 Epoch 1585/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2591e-07 - acc: 1.000 - ETA: 5s - loss: 1.2463e-07 - acc: 1.000 - ETA: 5s - loss: 1.2676e-07 - acc: 1.000 - ETA: 5s - loss: 1.2600e-07 - acc: 1.000 - ETA: 5s - loss: 5.3136e-07 - acc: 1.000 - ETA: 4s - loss: 0.0530 - acc: 0.9960 - ETA: 4s - loss: 0.0474 - acc: 0.996 - ETA: 4s - loss: 0.0564 - acc: 0.993 - ETA: 4s - loss: 0.0516 - acc: 0.994 - ETA: 4s - loss: 0.0475 - acc: 0.994 - ETA: 4s - loss: 0.0430 - acc: 0.995 - ETA: 4s - loss: 0.0401 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.995 - ETA: 4s - loss: 0.0485 - acc: 0.995 - ETA: 4s - loss: 0.0450 - acc: 0.995 - ETA: 4s - loss: 0.0427 - acc: 0.995 - ETA: 4s - loss: 0.0400 - acc: 0.996 - ETA: 4s - loss: 0.0382 - acc: 0.996 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0332 - acc: 0.996 - ETA: 4s - loss: 0.0319 - acc: 0.996 - ETA: 3s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0293 - acc: 0.997 - ETA: 3s - loss: 0.0280 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0260 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - 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acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 818us/step - loss: 0.0135 - acc: 0.9987 - val_loss: 1.6040 - val_acc: 0.8503 Epoch 01585: val_loss did not improve from 0.55729 Epoch 1586/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 2.2054e-07 - acc: 1.000 - ETA: 5s - loss: 2.2843e-06 - acc: 1.000 - ETA: 5s - loss: 1.7475e-06 - acc: 1.000 - ETA: 5s - loss: 1.6120e-06 - acc: 1.000 - ETA: 5s - loss: 1.3901e-06 - acc: 1.000 - ETA: 5s - loss: 1.2206e-06 - acc: 1.000 - ETA: 4s - loss: 1.0631e-06 - acc: 1.000 - ETA: 4s - loss: 9.6727e-07 - acc: 1.000 - ETA: 4s - loss: 8.8981e-07 - acc: 1.000 - ETA: 4s - loss: 8.3074e-07 - acc: 1.000 - ETA: 4s - loss: 0.0108 - acc: 0.9987 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 886us/step - loss: 0.0129 - acc: 0.9987 - val_loss: 1.6467 - val_acc: 0.8455 Epoch 01586: val_loss did not improve from 0.55729 Epoch 1587/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 0.2016 - acc: 0.9875 - ETA: 5s - loss: 0.1152 - acc: 0.992 - ETA: 5s - loss: 0.0807 - acc: 0.995 - ETA: 5s - loss: 0.1152 - acc: 0.992 - ETA: 5s - loss: 0.0949 - acc: 0.994 - ETA: 4s - loss: 0.0768 - acc: 0.995 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0597 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 818us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5399 - val_acc: 0.8575 Epoch 01587: val_loss did not improve from 0.55729 Epoch 1588/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.4816e-07 - acc: 1.000 - ETA: 5s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 2.7801e-07 - acc: 1.000 - ETA: 5s - loss: 4.7221e-07 - acc: 1.000 - ETA: 5s - loss: 4.2178e-07 - acc: 1.000 - ETA: 4s - loss: 3.8958e-07 - acc: 1.000 - ETA: 4s - loss: 1.4757e-06 - acc: 1.000 - ETA: 4s - loss: 1.3111e-06 - acc: 1.000 - ETA: 4s - loss: 1.2093e-06 - acc: 1.000 - ETA: 4s - loss: 1.3199e-06 - acc: 1.000 - ETA: 4s - loss: 1.2320e-06 - acc: 1.000 - ETA: 4s - loss: 1.1562e-06 - acc: 1.000 - ETA: 4s - loss: 1.1597e-06 - acc: 1.000 - ETA: 4s - loss: 1.0960e-06 - acc: 1.000 - ETA: 4s - loss: 1.0536e-06 - acc: 1.000 - ETA: 4s - loss: 9.9995e-07 - acc: 1.000 - ETA: 4s - loss: 9.5663e-07 - acc: 1.000 - ETA: 4s - loss: 9.1798e-07 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9993 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 6s 827us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.5519 - val_acc: 0.8455 Epoch 01588: val_loss did not improve from 0.55729 Epoch 1589/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5992e-05 - acc: 1.000 - ETA: 5s - loss: 9.8376e-06 - acc: 1.000 - ETA: 5s - loss: 8.3432e-06 - acc: 1.000 - ETA: 5s - loss: 5.9935e-06 - acc: 1.000 - ETA: 5s - loss: 4.9597e-06 - acc: 1.000 - ETA: 4s - loss: 4.2046e-06 - acc: 1.000 - ETA: 4s - loss: 4.3944e-06 - acc: 1.000 - ETA: 4s - loss: 3.9194e-06 - acc: 1.000 - ETA: 4s - loss: 3.7149e-06 - acc: 1.000 - ETA: 4s - loss: 3.3976e-06 - acc: 1.000 - ETA: 4s - loss: 3.1327e-06 - acc: 1.000 - ETA: 4s - loss: 2.8518e-06 - acc: 1.000 - ETA: 4s - loss: 2.7205e-06 - acc: 1.000 - ETA: 4s - loss: 2.6240e-06 - acc: 1.000 - ETA: 4s - loss: 2.6008e-06 - acc: 1.000 - ETA: 4s - loss: 2.4236e-06 - acc: 1.000 - ETA: 4s - loss: 8.6060e-04 - acc: 0.999 - ETA: 4s - loss: 8.0597e-04 - acc: 0.999 - ETA: 4s - loss: 7.9025e-04 - acc: 0.999 - ETA: 4s - loss: 7.5590e-04 - acc: 0.999 - ETA: 4s - loss: 7.1449e-04 - acc: 0.999 - ETA: 4s - loss: 6.8629e-04 - acc: 0.999 - ETA: 4s - loss: 6.6023e-04 - acc: 0.999 - ETA: 4s - loss: 6.3608e-04 - acc: 0.999 - ETA: 3s - loss: 6.0651e-04 - acc: 0.999 - ETA: 3s - loss: 5.8607e-04 - acc: 0.999 - ETA: 3s - loss: 5.6232e-04 - acc: 0.999 - ETA: 3s - loss: 5.4475e-04 - acc: 0.999 - ETA: 3s - loss: 5.2682e-04 - acc: 0.999 - ETA: 3s - loss: 5.1194e-04 - acc: 0.999 - ETA: 3s - loss: 4.9281e-04 - acc: 0.999 - ETA: 3s - loss: 4.7937e-04 - acc: 0.999 - ETA: 3s - loss: 4.6666e-04 - acc: 0.999 - ETA: 3s - loss: 4.5071e-04 - acc: 0.999 - ETA: 3s - loss: 4.3945e-04 - acc: 0.999 - ETA: 3s - loss: 4.2528e-04 - acc: 0.999 - ETA: 3s - loss: 4.1199e-04 - acc: 0.999 - ETA: 3s - loss: 4.0257e-04 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.9993 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 819us/step - loss: 0.0149 - acc: 0.9985 - val_loss: 1.5968 - val_acc: 0.8539 Epoch 01589: val_loss did not improve from 0.55729 Epoch 1590/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.7583e-07 - acc: 1.000 - ETA: 5s - loss: 1.5460e-07 - acc: 1.000 - ETA: 5s - loss: 2.4661e-07 - acc: 1.000 - ETA: 4s - loss: 2.1514e-07 - acc: 1.000 - ETA: 4s - loss: 2.0877e-07 - acc: 1.000 - ETA: 4s - loss: 1.9683e-07 - acc: 1.000 - ETA: 4s - loss: 7.8292e-06 - acc: 1.000 - ETA: 4s - loss: 7.0316e-06 - acc: 1.000 - ETA: 4s - loss: 6.1938e-06 - acc: 1.000 - ETA: 4s - loss: 5.6898e-06 - acc: 1.000 - ETA: 4s - loss: 5.2760e-06 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9977 - ETA: 4s - loss: 0.0055 - acc: 0.997 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.998 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.998 - ETA: 3s - loss: 0.0028 - acc: 0.998 - ETA: 3s - loss: 0.0027 - acc: 0.998 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 822us/step - loss: 0.0128 - acc: 0.9988 - val_loss: 1.5712 - val_acc: 0.8479 Epoch 01590: val_loss did not improve from 0.55729 Epoch 1591/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2858e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3943e-07 - acc: 1.000 - ETA: 5s - loss: 1.3693e-07 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9976 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 814us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.6887 - val_acc: 0.8443 Epoch 01591: val_loss did not improve from 0.55729 Epoch 1592/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 9.0423e-07 - acc: 1.000 - ETA: 5s - loss: 6.2388e-07 - acc: 1.000 - ETA: 5s - loss: 0.0672 - acc: 0.9958 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0701 - acc: 0.995 - ETA: 4s - loss: 0.0930 - acc: 0.994 - ETA: 4s - loss: 0.0834 - acc: 0.994 - ETA: 4s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0562 - acc: 0.996 - ETA: 4s - loss: 0.0515 - acc: 0.996 - ETA: 4s - loss: 0.0484 - acc: 0.997 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0396 - acc: 0.997 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0361 - acc: 0.997 - ETA: 4s - loss: 0.0346 - acc: 0.997 - ETA: 4s - loss: 0.0327 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 3s - loss: 0.0299 - acc: 0.998 - ETA: 3s - loss: 0.0285 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.998 - ETA: 3s - loss: 0.0286 - acc: 0.998 - ETA: 3s - loss: 0.0277 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 815us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.6471 - val_acc: 0.8419 Epoch 01592: val_loss did not improve from 0.55729 Epoch 1593/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 5.3347e-07 - acc: 1.000 - ETA: 5s - loss: 8.1958e-07 - acc: 1.000 - ETA: 5s - loss: 0.0253 - acc: 0.9964 - ETA: 5s - loss: 0.0197 - acc: 0.997 - ETA: 5s - loss: 0.0169 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - 5s 816us/step - loss: 0.0153 - acc: 0.9987 - val_loss: 1.6728 - val_acc: 0.8563 Epoch 01593: val_loss did not improve from 0.55729 Epoch 1594/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.6951e-06 - acc: 1.000 - ETA: 5s - loss: 1.7291e-06 - acc: 1.000 - ETA: 5s - loss: 1.3101e-06 - acc: 1.000 - ETA: 4s - loss: 1.1181e-06 - acc: 1.000 - ETA: 5s - loss: 9.5857e-07 - acc: 1.000 - ETA: 4s - loss: 1.2124e-06 - acc: 1.000 - ETA: 4s - loss: 1.4717e-06 - acc: 1.000 - ETA: 4s - loss: 1.3578e-06 - acc: 1.000 - ETA: 4s - loss: 1.2416e-06 - acc: 1.000 - ETA: 4s - loss: 6.2293e-06 - acc: 1.000 - ETA: 4s - loss: 5.8420e-06 - acc: 1.000 - ETA: 4s - loss: 5.4336e-06 - acc: 1.000 - ETA: 4s - loss: 4.9719e-06 - acc: 1.000 - ETA: 4s - loss: 5.0039e-06 - acc: 1.000 - ETA: 4s - loss: 1.1081e-05 - acc: 1.000 - ETA: 4s - loss: 1.0298e-05 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9992 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 821us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.7075 - val_acc: 0.8443 Epoch 01594: val_loss did not improve from 0.55729 Epoch 1595/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.2320e-07 - acc: 1.000 - ETA: 5s - loss: 3.3260e-07 - acc: 1.000 - ETA: 5s - loss: 8.0492e-07 - acc: 1.000 - ETA: 5s - loss: 0.0438 - acc: 0.9972 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 5s 823us/step - loss: 0.0145 - acc: 0.9990 - val_loss: 1.7020 - val_acc: 0.8443 Epoch 01595: val_loss did not improve from 0.55729 Epoch 1596/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 7.7011e-07 - acc: 1.000 - ETA: 4s - loss: 4.8910e-07 - acc: 1.000 - ETA: 4s - loss: 2.9177e-06 - acc: 1.000 - ETA: 4s - loss: 2.3683e-06 - acc: 1.000 - ETA: 5s - loss: 1.9945e-06 - acc: 1.000 - ETA: 4s - loss: 1.6565e-06 - acc: 1.000 - ETA: 4s - loss: 1.4209e-06 - acc: 1.000 - ETA: 4s - loss: 1.2863e-06 - acc: 1.000 - ETA: 4s - loss: 1.2456e-06 - acc: 1.000 - ETA: 4s - loss: 1.1529e-06 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9987 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 826us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.6198 - val_acc: 0.8527 Epoch 01596: val_loss did not improve from 0.55729 Epoch 1597/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 2.2135e-07 - acc: 1.000 - ETA: 4s - loss: 1.9610e-07 - acc: 1.000 - ETA: 5s - loss: 1.8328e-07 - acc: 1.000 - ETA: 4s - loss: 1.7413e-07 - acc: 1.000 - ETA: 4s - loss: 1.7223e-07 - acc: 1.000 - ETA: 4s - loss: 2.0808e-07 - acc: 1.000 - ETA: 4s - loss: 2.5515e-07 - acc: 1.000 - ETA: 4s - loss: 2.4333e-07 - acc: 1.000 - ETA: 4s - loss: 2.3026e-07 - acc: 1.000 - ETA: 4s - loss: 3.3525e-06 - acc: 1.000 - ETA: 4s - loss: 0.0049 - acc: 0.9989 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 821us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6180 - val_acc: 0.8527 Epoch 01597: val_loss did not improve from 0.55729 Epoch 1598/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5125e-05 - acc: 1.000 - ETA: 5s - loss: 1.4464e-05 - acc: 1.000 - ETA: 5s - loss: 1.0167e-05 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0404 - acc: 0.997 - ETA: 5s - loss: 0.0374 - acc: 0.995 - ETA: 5s - loss: 0.0332 - acc: 0.996 - ETA: 4s - loss: 0.0289 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.997 - ETA: 4s - loss: 0.0389 - acc: 0.996 - ETA: 4s - loss: 0.0363 - acc: 0.996 - ETA: 4s - loss: 0.0340 - acc: 0.996 - ETA: 4s - loss: 0.0314 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0240 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0196 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 820us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.5669 - val_acc: 0.8467 Epoch 01598: val_loss did not improve from 0.55729 Epoch 1599/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9968e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.3794e-07 - acc: 1.000 - ETA: 5s - loss: 1.3274e-06 - acc: 1.000 - ETA: 5s - loss: 3.2213e-06 - acc: 1.000 - ETA: 5s - loss: 2.5336e-06 - acc: 1.000 - ETA: 5s - loss: 2.0948e-06 - acc: 1.000 - ETA: 4s - loss: 1.7975e-06 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9983 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0026 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 5s 821us/step - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5245 - val_acc: 0.8479 Epoch 01599: val_loss did not improve from 0.55729 Epoch 1600/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 6.3003e-07 - acc: 1.000 - ETA: 5s - loss: 0.0028 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.4864e-04 - acc: 1.000 - ETA: 4s - loss: 8.1314e-04 - acc: 1.000 - ETA: 4s - loss: 7.3446e-04 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9986 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0206 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.996 - ETA: 4s - loss: 0.0264 - acc: 0.996 - ETA: 4s - loss: 0.0253 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.996 - ETA: 4s - loss: 0.0233 - acc: 0.996 - ETA: 4s - loss: 0.0221 - acc: 0.996 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0300 - acc: 0.996 - ETA: 3s - loss: 0.0286 - acc: 0.996 - ETA: 3s - loss: 0.0277 - acc: 0.996 - ETA: 3s - loss: 0.0266 - acc: 0.996 - ETA: 3s - loss: 0.0258 - acc: 0.997 - ETA: 3s - loss: 0.0250 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0268 - acc: 0.997 - ETA: 3s - loss: 0.0262 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 2s - loss: 0.0226 - acc: 0.997 - ETA: 2s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.997 - ETA: 2s - loss: 0.0212 - acc: 0.997 - ETA: 2s - loss: 0.0207 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 6s 839us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.5281 - val_acc: 0.8479 Epoch 01600: val_loss did not improve from 0.55729 Epoch 1601/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 8.0319e-07 - acc: 1.000 - ETA: 5s - loss: 5.1006e-07 - acc: 1.000 - ETA: 5s - loss: 3.9280e-07 - acc: 1.000 - ETA: 5s - loss: 3.3471e-07 - acc: 1.000 - ETA: 5s - loss: 2.9430e-07 - acc: 1.000 - ETA: 5s - loss: 2.6885e-07 - acc: 1.000 - ETA: 5s - loss: 2.9125e-07 - acc: 1.000 - ETA: 5s - loss: 0.0322 - acc: 0.9980 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 6s 831us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.5533 - val_acc: 0.8503 Epoch 01601: val_loss did not improve from 0.55729 Epoch 1602/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.1425e-07 - acc: 1.000 - ETA: 5s - loss: 2.9802e-07 - acc: 1.000 - ETA: 5s - loss: 2.2990e-07 - acc: 1.000 - ETA: 5s - loss: 6.4792e-07 - acc: 1.000 - ETA: 5s - loss: 5.0069e-07 - acc: 1.000 - ETA: 5s - loss: 5.2313e-07 - acc: 1.000 - ETA: 4s - loss: 4.7600e-07 - acc: 1.000 - ETA: 4s - loss: 4.3140e-07 - acc: 1.000 - ETA: 4s - loss: 3.8776e-07 - acc: 1.000 - ETA: 4s - loss: 3.6177e-07 - acc: 1.000 - ETA: 4s - loss: 2.4277e-06 - acc: 1.000 - ETA: 4s - loss: 2.1938e-06 - acc: 1.000 - ETA: 4s - loss: 1.5824e-05 - acc: 1.000 - ETA: 4s - loss: 1.4548e-05 - acc: 1.000 - ETA: 4s - loss: 1.4264e-05 - acc: 1.000 - ETA: 4s - loss: 1.3222e-05 - acc: 1.000 - ETA: 4s - loss: 1.2302e-05 - acc: 1.000 - ETA: 4s - loss: 1.1504e-05 - acc: 1.000 - ETA: 4s - loss: 1.0835e-05 - acc: 1.000 - ETA: 4s - loss: 1.0371e-05 - acc: 1.000 - ETA: 4s - loss: 9.8020e-06 - acc: 1.000 - ETA: 4s - loss: 9.4167e-06 - acc: 1.000 - ETA: 4s - loss: 1.8749e-05 - acc: 1.000 - ETA: 3s - loss: 1.8068e-05 - acc: 1.000 - ETA: 3s - loss: 1.7827e-05 - acc: 1.000 - ETA: 3s - loss: 1.7148e-05 - acc: 1.000 - ETA: 3s - loss: 1.6599e-05 - acc: 1.000 - ETA: 3s - loss: 1.6079e-05 - acc: 1.000 - ETA: 3s - loss: 1.5444e-05 - acc: 1.000 - ETA: 3s - loss: 1.4994e-05 - acc: 1.000 - ETA: 3s - loss: 1.4432e-05 - acc: 1.000 - ETA: 3s - loss: 1.4422e-05 - acc: 1.000 - ETA: 3s - loss: 1.4039e-05 - acc: 1.000 - ETA: 3s - loss: 1.6915e-05 - acc: 1.000 - ETA: 3s - loss: 1.6493e-05 - acc: 1.000 - ETA: 3s - loss: 1.6090e-05 - acc: 1.000 - ETA: 3s - loss: 1.5590e-05 - acc: 1.000 - ETA: 3s - loss: 1.5230e-05 - acc: 1.000 - ETA: 3s - loss: 1.4778e-05 - acc: 1.000 - ETA: 3s - loss: 1.4461e-05 - acc: 1.000 - ETA: 3s - loss: 1.4217e-05 - acc: 1.000 - ETA: 3s - loss: 1.3921e-05 - acc: 1.000 - ETA: 2s - loss: 1.3547e-05 - acc: 1.000 - ETA: 2s - loss: 1.3278e-05 - acc: 1.000 - ETA: 2s - loss: 1.2936e-05 - acc: 1.000 - ETA: 2s - loss: 1.2691e-05 - acc: 1.000 - ETA: 2s - loss: 1.2456e-05 - acc: 1.000 - ETA: 2s - loss: 1.2155e-05 - acc: 1.000 - ETA: 2s - loss: 1.2385e-05 - acc: 1.000 - ETA: 2s - loss: 1.2170e-05 - acc: 1.000 - ETA: 2s - loss: 1.1963e-05 - acc: 1.000 - ETA: 2s - loss: 1.1712e-05 - acc: 1.000 - ETA: 2s - loss: 1.1459e-05 - acc: 1.000 - ETA: 2s - loss: 1.1276e-05 - acc: 1.000 - ETA: 2s - loss: 1.1040e-05 - acc: 1.000 - ETA: 2s - loss: 1.0870e-05 - acc: 1.000 - ETA: 2s - loss: 1.0651e-05 - acc: 1.000 - ETA: 2s - loss: 0.0041 - acc: 0.9997 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - 5s 818us/step - loss: 0.0078 - acc: 0.9994 - val_loss: 1.6035 - val_acc: 0.8515 Epoch 01602: val_loss did not improve from 0.55729 Epoch 1603/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 6.9739e-07 - acc: 1.000 - ETA: 5s - loss: 5.2394e-07 - acc: 1.000 - ETA: 5s - loss: 1.1493e-06 - acc: 1.000 - ETA: 5s - loss: 9.0691e-07 - acc: 1.000 - ETA: 5s - loss: 7.8980e-07 - acc: 1.000 - ETA: 4s - loss: 6.8275e-07 - acc: 1.000 - ETA: 4s - loss: 6.2113e-07 - acc: 1.000 - ETA: 4s - loss: 5.5637e-07 - acc: 1.000 - ETA: 4s - loss: 5.1858e-07 - acc: 1.000 - ETA: 4s - loss: 4.8668e-07 - acc: 1.000 - ETA: 4s - loss: 4.5912e-07 - acc: 1.000 - ETA: 4s - loss: 4.2822e-07 - acc: 1.000 - ETA: 4s - loss: 4.0850e-07 - acc: 1.000 - ETA: 4s - loss: 4.0410e-07 - acc: 1.000 - ETA: 4s - loss: 3.9258e-07 - acc: 1.000 - ETA: 4s - loss: 3.7383e-07 - acc: 1.000 - ETA: 4s - loss: 3.6604e-07 - acc: 1.000 - ETA: 4s - loss: 3.5342e-07 - acc: 1.000 - ETA: 4s - loss: 3.4414e-07 - acc: 1.000 - ETA: 4s - loss: 4.0334e-07 - acc: 1.000 - ETA: 4s - loss: 3.9770e-07 - acc: 1.000 - ETA: 4s - loss: 3.8360e-07 - acc: 1.000 - ETA: 4s - loss: 3.7777e-07 - acc: 1.000 - ETA: 3s - loss: 3.6865e-07 - acc: 1.000 - ETA: 3s - loss: 3.5744e-07 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 818us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.6222 - val_acc: 0.8467 Epoch 01603: val_loss did not improve from 0.55729 Epoch 1604/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 2.0802e-07 - acc: 1.000 - ETA: 5s - loss: 8.4231e-07 - acc: 1.000 - ETA: 5s - loss: 6.1071e-07 - acc: 1.000 - ETA: 5s - loss: 5.8215e-07 - acc: 1.000 - ETA: 4s - loss: 2.0610e-06 - acc: 1.000 - ETA: 4s - loss: 1.7965e-06 - acc: 1.000 - ETA: 4s - loss: 1.5962e-06 - acc: 1.000 - ETA: 4s - loss: 1.3980e-06 - acc: 1.000 - ETA: 4s - loss: 1.3736e-06 - acc: 1.000 - ETA: 4s - loss: 1.4265e-06 - acc: 1.000 - ETA: 4s - loss: 1.3754e-06 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9988 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0129 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - 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ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - 5s 818us/step - loss: 0.0075 - acc: 0.9991 - val_loss: 1.5972 - val_acc: 0.8395 Epoch 01604: val_loss did not improve from 0.55729 Epoch 1605/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.0920e-07 - acc: 1.000 - ETA: 5s - loss: 2.1420e-07 - acc: 1.000 - ETA: 5s - loss: 1.8884e-07 - acc: 1.000 - ETA: 5s - loss: 6.8273e-06 - acc: 1.000 - ETA: 5s - loss: 5.3366e-06 - acc: 1.000 - ETA: 5s - loss: 4.5913e-06 - acc: 1.000 - ETA: 5s - loss: 3.8765e-06 - acc: 1.000 - ETA: 4s - loss: 3.3582e-06 - acc: 1.000 - ETA: 4s - loss: 3.0626e-06 - acc: 1.000 - ETA: 4s - loss: 9.6557e-05 - acc: 1.000 - ETA: 4s - loss: 8.9168e-05 - acc: 1.000 - ETA: 4s - loss: 8.0885e-05 - acc: 1.000 - ETA: 4s - loss: 7.4016e-05 - acc: 1.000 - ETA: 4s - loss: 6.9582e-05 - acc: 1.000 - ETA: 4s - loss: 6.5651e-05 - acc: 1.000 - ETA: 4s - loss: 6.1052e-05 - acc: 1.000 - ETA: 4s - loss: 5.8026e-05 - acc: 1.000 - ETA: 4s - loss: 5.5268e-05 - acc: 1.000 - ETA: 4s - loss: 5.1985e-05 - acc: 1.000 - ETA: 4s - loss: 4.9767e-05 - acc: 1.000 - ETA: 4s - loss: 9.8291e-05 - acc: 1.000 - ETA: 4s - loss: 9.3197e-05 - acc: 1.000 - ETA: 4s - loss: 9.0095e-05 - acc: 1.000 - ETA: 3s - loss: 8.5812e-05 - acc: 1.000 - ETA: 3s - loss: 8.1925e-05 - acc: 1.000 - ETA: 3s - loss: 2.3393e-04 - acc: 1.000 - ETA: 3s - loss: 2.2657e-04 - acc: 1.000 - ETA: 3s - loss: 2.1760e-04 - acc: 1.000 - ETA: 3s - loss: 2.1121e-04 - acc: 1.000 - ETA: 3s - loss: 0.0053 - acc: 0.9995 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - 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acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - 6s 832us/step - loss: 0.0145 - acc: 0.9988 - val_loss: 1.6305 - val_acc: 0.8407 Epoch 01605: val_loss did not improve from 0.55729 Epoch 1606/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 2.1979e-07 - acc: 1.000 - ETA: 5s - loss: 1.7669e-07 - acc: 1.000 - ETA: 5s - loss: 1.6004e-07 - acc: 1.000 - ETA: 5s - loss: 1.4837e-07 - acc: 1.000 - ETA: 5s - loss: 1.4323e-07 - acc: 1.000 - ETA: 5s - loss: 1.4171e-07 - acc: 1.000 - ETA: 5s - loss: 1.3878e-07 - acc: 1.000 - ETA: 4s - loss: 1.4018e-07 - acc: 1.000 - ETA: 4s - loss: 1.4047e-07 - acc: 1.000 - ETA: 4s - loss: 1.5375e-07 - acc: 1.000 - ETA: 4s - loss: 1.9017e-07 - acc: 1.000 - ETA: 4s - loss: 1.9415e-07 - acc: 1.000 - ETA: 4s - loss: 1.8904e-07 - acc: 1.000 - ETA: 4s - loss: 1.8547e-07 - acc: 1.000 - ETA: 4s - loss: 1.8057e-07 - acc: 1.000 - ETA: 4s - loss: 1.7859e-07 - acc: 1.000 - ETA: 4s - loss: 1.8097e-07 - acc: 1.000 - ETA: 4s - loss: 1.7823e-07 - acc: 1.000 - ETA: 4s - loss: 2.9991e-04 - acc: 1.000 - ETA: 4s - loss: 2.8253e-04 - acc: 1.000 - ETA: 4s - loss: 2.7060e-04 - acc: 1.000 - ETA: 4s - loss: 3.6355e-04 - acc: 1.000 - ETA: 4s - loss: 3.4939e-04 - acc: 1.000 - ETA: 4s - loss: 3.3630e-04 - acc: 1.000 - ETA: 4s - loss: 3.2415e-04 - acc: 1.000 - ETA: 3s - loss: 3.0927e-04 - acc: 1.000 - ETA: 3s - loss: 2.9897e-04 - acc: 1.000 - ETA: 3s - loss: 2.8625e-04 - acc: 1.000 - ETA: 3s - loss: 2.7740e-04 - acc: 1.000 - ETA: 3s - loss: 2.6908e-04 - acc: 1.000 - ETA: 3s - loss: 2.6125e-04 - acc: 1.000 - ETA: 3s - loss: 2.5149e-04 - acc: 1.000 - ETA: 3s - loss: 2.4463e-04 - acc: 1.000 - ETA: 3s - loss: 2.3814e-04 - acc: 1.000 - ETA: 3s - loss: 2.3000e-04 - acc: 1.000 - ETA: 3s - loss: 2.2428e-04 - acc: 1.000 - ETA: 3s - loss: 2.1898e-04 - acc: 1.000 - ETA: 3s - loss: 2.1209e-04 - acc: 1.000 - ETA: 3s - loss: 2.0721e-04 - acc: 1.000 - ETA: 3s - loss: 2.0103e-04 - acc: 1.000 - ETA: 3s - loss: 1.9669e-04 - acc: 1.000 - ETA: 3s - loss: 1.9112e-04 - acc: 1.000 - ETA: 3s - loss: 1.8714e-04 - acc: 1.000 - ETA: 2s - loss: 1.8339e-04 - acc: 1.000 - ETA: 2s - loss: 1.7973e-04 - acc: 1.000 - ETA: 2s - loss: 1.7621e-04 - acc: 1.000 - ETA: 2s - loss: 1.7285e-04 - acc: 1.000 - ETA: 2s - loss: 0.0052 - acc: 0.9997 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 6s 829us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.5832 - val_acc: 0.8515 Epoch 01606: val_loss did not improve from 0.55729 Epoch 1607/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.8547e-07 - acc: 1.000 - ETA: 5s - loss: 6.4598e-07 - acc: 1.000 - ETA: 5s - loss: 5.1803e-07 - acc: 1.000 - ETA: 5s - loss: 4.5002e-07 - acc: 1.000 - ETA: 5s - loss: 3.9164e-07 - acc: 1.000 - ETA: 5s - loss: 3.5212e-07 - acc: 1.000 - ETA: 5s - loss: 3.2459e-07 - acc: 1.000 - ETA: 5s - loss: 2.9836e-07 - acc: 1.000 - ETA: 4s - loss: 2.8044e-07 - acc: 1.000 - ETA: 4s - loss: 2.6579e-07 - acc: 1.000 - ETA: 4s - loss: 2.6669e-07 - acc: 1.000 - ETA: 4s - loss: 2.5405e-07 - acc: 1.000 - ETA: 4s - loss: 3.2228e-07 - acc: 1.000 - ETA: 4s - loss: 3.0535e-07 - acc: 1.000 - ETA: 4s - loss: 3.2707e-07 - acc: 1.000 - ETA: 4s - loss: 3.2312e-07 - acc: 1.000 - ETA: 4s - loss: 3.1277e-07 - acc: 1.000 - ETA: 4s - loss: 3.0413e-07 - acc: 1.000 - ETA: 4s - loss: 2.9547e-07 - acc: 1.000 - ETA: 4s - loss: 3.8819e-07 - acc: 1.000 - ETA: 4s - loss: 3.7913e-07 - acc: 1.000 - ETA: 4s - loss: 3.6527e-07 - acc: 1.000 - ETA: 4s - loss: 3.5695e-07 - acc: 1.000 - ETA: 4s - loss: 3.4884e-07 - acc: 1.000 - ETA: 3s - loss: 3.3937e-07 - acc: 1.000 - ETA: 3s - loss: 3.3667e-07 - acc: 1.000 - ETA: 3s - loss: 3.3208e-07 - acc: 1.000 - ETA: 3s - loss: 3.2535e-07 - acc: 1.000 - ETA: 3s - loss: 3.1703e-07 - acc: 1.000 - ETA: 3s - loss: 3.1121e-07 - acc: 1.000 - ETA: 3s - loss: 3.0572e-07 - acc: 1.000 - ETA: 3s - loss: 3.0060e-07 - acc: 1.000 - ETA: 3s - loss: 2.9444e-07 - acc: 1.000 - ETA: 3s - loss: 2.8987e-07 - acc: 1.000 - ETA: 3s - loss: 4.4584e-07 - acc: 1.000 - ETA: 3s - loss: 4.4001e-07 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9996 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 5s 823us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.6019 - val_acc: 0.8527 Epoch 01607: val_loss did not improve from 0.55729 Epoch 1608/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2445e-06 - acc: 1.000 - ETA: 5s - loss: 9.3138e-07 - acc: 1.000 - ETA: 5s - loss: 7.1700e-07 - acc: 1.000 - ETA: 5s - loss: 6.1151e-07 - acc: 1.000 - ETA: 4s - loss: 5.1774e-07 - acc: 1.000 - ETA: 4s - loss: 5.0244e-07 - acc: 1.000 - ETA: 4s - loss: 4.5100e-07 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 5s 815us/step - loss: 0.0094 - acc: 0.9993 - val_loss: 1.6086 - val_acc: 0.8455 Epoch 01608: val_loss did not improve from 0.55729 Epoch 1609/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7981e-07 - acc: 1.000 - ETA: 5s - loss: 1.6809e-07 - acc: 1.000 - ETA: 4s - loss: 1.5811e-07 - acc: 1.000 - ETA: 4s - loss: 1.5308e-07 - acc: 1.000 - ETA: 4s - loss: 1.4809e-07 - acc: 1.000 - ETA: 4s - loss: 1.4511e-07 - acc: 1.000 - ETA: 4s - loss: 1.8154e-06 - acc: 1.000 - ETA: 4s - loss: 1.6973e-06 - acc: 1.000 - ETA: 4s - loss: 1.6033e-06 - acc: 1.000 - ETA: 4s - loss: 1.5036e-06 - acc: 1.000 - ETA: 4s - loss: 1.4117e-06 - acc: 1.000 - ETA: 4s - loss: 1.9015e-06 - acc: 1.000 - ETA: 4s - loss: 1.8060e-06 - acc: 1.000 - ETA: 4s - loss: 1.6864e-06 - acc: 1.000 - ETA: 4s - loss: 1.6067e-06 - acc: 1.000 - ETA: 4s - loss: 1.5124e-06 - acc: 1.000 - ETA: 4s - loss: 1.4491e-06 - acc: 1.000 - ETA: 4s - loss: 1.3731e-06 - acc: 1.000 - ETA: 4s - loss: 1.3064e-06 - acc: 1.000 - ETA: 4s - loss: 1.2601e-06 - acc: 1.000 - ETA: 4s - loss: 1.2178e-06 - acc: 1.000 - ETA: 3s - loss: 1.1655e-06 - acc: 1.000 - ETA: 3s - loss: 1.1294e-06 - acc: 1.000 - ETA: 3s - loss: 1.0850e-06 - acc: 1.000 - ETA: 3s - loss: 1.0547e-06 - acc: 1.000 - ETA: 3s - loss: 1.0171e-06 - acc: 1.000 - ETA: 3s - loss: 0.0027 - acc: 0.9995 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 816us/step - loss: 0.0113 - acc: 0.9987 - val_loss: 1.5779 - val_acc: 0.8467 Epoch 01609: val_loss did not improve from 0.55729 Epoch 1610/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 4.3273e-06 - acc: 1.000 - ETA: 5s - loss: 2.7258e-06 - acc: 1.000 - ETA: 5s - loss: 2.0176e-06 - acc: 1.000 - ETA: 4s - loss: 1.5138e-06 - acc: 1.000 - ETA: 5s - loss: 1.3280e-06 - acc: 1.000 - ETA: 4s - loss: 1.1553e-06 - acc: 1.000 - ETA: 4s - loss: 1.0508e-06 - acc: 1.000 - ETA: 4s - loss: 9.2121e-07 - acc: 1.000 - ETA: 4s - loss: 8.4379e-07 - acc: 1.000 - ETA: 4s - loss: 7.7137e-07 - acc: 1.000 - ETA: 4s - loss: 1.4351e-06 - acc: 1.000 - ETA: 4s - loss: 1.3125e-06 - acc: 1.000 - ETA: 4s - loss: 1.2329e-06 - acc: 1.000 - ETA: 4s - loss: 1.1765e-06 - acc: 1.000 - ETA: 4s - loss: 1.1542e-06 - acc: 1.000 - ETA: 4s - loss: 1.0986e-06 - acc: 1.000 - ETA: 4s - loss: 1.0325e-06 - acc: 1.000 - ETA: 4s - loss: 9.7489e-07 - acc: 1.000 - ETA: 4s - loss: 9.3609e-07 - acc: 1.000 - ETA: 4s - loss: 0.0141 - acc: 0.9986 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 813us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.6144 - val_acc: 0.8467 Epoch 01610: val_loss did not improve from 0.55729 Epoch 1611/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.7431e-06 - acc: 1.000 - ETA: 5s - loss: 1.7592e-06 - acc: 1.000 - ETA: 5s - loss: 1.2716e-06 - acc: 1.000 - ETA: 5s - loss: 1.0411e-06 - acc: 1.000 - ETA: 4s - loss: 1.1921e-06 - acc: 1.000 - ETA: 4s - loss: 1.0465e-06 - acc: 1.000 - ETA: 4s - loss: 9.0466e-07 - acc: 1.000 - ETA: 4s - loss: 8.0271e-07 - acc: 1.000 - ETA: 4s - loss: 7.2247e-07 - acc: 1.000 - ETA: 4s - loss: 6.7356e-07 - acc: 1.000 - ETA: 4s - loss: 6.3198e-07 - acc: 1.000 - ETA: 4s - loss: 5.9004e-07 - acc: 1.000 - ETA: 4s - loss: 0.0043 - acc: 0.9989 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 814us/step - loss: 0.0128 - acc: 0.9988 - val_loss: 1.5805 - val_acc: 0.8407 Epoch 01611: val_loss did not improve from 0.55729 Epoch 1612/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4704e-07 - acc: 1.000 - ETA: 5s - loss: 2.4557e-07 - acc: 1.000 - ETA: 5s - loss: 1.9893e-07 - acc: 1.000 - ETA: 5s - loss: 2.6757e-06 - acc: 1.000 - ETA: 5s - loss: 2.1648e-06 - acc: 1.000 - ETA: 4s - loss: 1.7853e-06 - acc: 1.000 - ETA: 4s - loss: 1.5660e-06 - acc: 1.000 - ETA: 4s - loss: 1.3624e-06 - acc: 1.000 - ETA: 4s - loss: 1.2501e-06 - acc: 1.000 - ETA: 4s - loss: 1.9364e-06 - acc: 1.000 - ETA: 4s - loss: 1.7864e-06 - acc: 1.000 - ETA: 4s - loss: 1.6614e-06 - acc: 1.000 - ETA: 4s - loss: 1.5669e-06 - acc: 1.000 - ETA: 4s - loss: 1.4730e-06 - acc: 1.000 - ETA: 4s - loss: 1.3649e-06 - acc: 1.000 - ETA: 4s - loss: 3.2608e-06 - acc: 1.000 - ETA: 4s - loss: 3.1012e-06 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9992 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 812us/step - loss: 0.0125 - acc: 0.9988 - val_loss: 1.6191 - val_acc: 0.8395 Epoch 01612: val_loss did not improve from 0.55729 Epoch 1613/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 0.0673 - acc: 0.9875 - ETA: 5s - loss: 0.0394 - acc: 0.992 - ETA: 5s - loss: 0.0251 - acc: 0.995 - ETA: 4s - loss: 0.0184 - acc: 0.996 - ETA: 5s - loss: 0.0153 - acc: 0.997 - ETA: 4s - loss: 0.0125 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0409 - acc: 0.997 - ETA: 4s - loss: 0.0385 - acc: 0.997 - ETA: 4s - loss: 0.0364 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 3s - loss: 0.0333 - acc: 0.997 - ETA: 3s - loss: 0.0321 - acc: 0.997 - ETA: 3s - loss: 0.0306 - acc: 0.997 - ETA: 3s - loss: 0.0296 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0273 - acc: 0.998 - ETA: 3s - loss: 0.0265 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 2s - loss: 0.0231 - acc: 0.998 - ETA: 2s - loss: 0.0227 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 812us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.6394 - val_acc: 0.8455 Epoch 01613: val_loss did not improve from 0.55729 Epoch 1614/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 2.1979e-07 - acc: 1.000 - ETA: 5s - loss: 1.8676e-07 - acc: 1.000 - ETA: 5s - loss: 1.7325e-07 - acc: 1.000 - ETA: 4s - loss: 1.6187e-07 - acc: 1.000 - ETA: 4s - loss: 1.5660e-07 - acc: 1.000 - ETA: 4s - loss: 1.5736e-07 - acc: 1.000 - ETA: 4s - loss: 1.5230e-07 - acc: 1.000 - ETA: 4s - loss: 1.4920e-07 - acc: 1.000 - ETA: 4s - loss: 1.4620e-07 - acc: 1.000 - ETA: 4s - loss: 1.4931e-07 - acc: 1.000 - ETA: 4s - loss: 1.6537e-07 - acc: 1.000 - ETA: 4s - loss: 0.0090 - acc: 0.9989 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 812us/step - loss: 0.0143 - acc: 0.9987 - val_loss: 1.5020 - val_acc: 0.8563 Epoch 01614: val_loss did not improve from 0.55729 Epoch 1615/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0262 - acc: 0.9875 - ETA: 5s - loss: 0.0150 - acc: 0.992 - ETA: 5s - loss: 0.0095 - acc: 0.995 - ETA: 5s - loss: 0.0374 - acc: 0.992 - ETA: 5s - loss: 0.0291 - acc: 0.994 - ETA: 4s - loss: 0.0249 - acc: 0.995 - ETA: 4s - loss: 0.0218 - acc: 0.996 - ETA: 4s - loss: 0.0195 - acc: 0.996 - ETA: 4s - loss: 0.0176 - acc: 0.996 - ETA: 4s - loss: 0.0359 - acc: 0.995 - ETA: 4s - loss: 0.0331 - acc: 0.996 - ETA: 4s - loss: 0.0299 - acc: 0.996 - ETA: 4s - loss: 0.0279 - acc: 0.996 - ETA: 4s - loss: 0.0257 - acc: 0.996 - ETA: 4s - loss: 0.0242 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0182 - acc: 0.997 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 814us/step - loss: 0.0118 - acc: 0.9987 - val_loss: 1.5264 - val_acc: 0.8479 Epoch 01615: val_loss did not improve from 0.55729 Epoch 1616/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0802e-07 - acc: 1.000 - ETA: 5s - loss: 1.9819e-07 - acc: 1.000 - ETA: 5s - loss: 0.0312 - acc: 0.9955 - ETA: 5s - loss: 0.0229 - acc: 0.996 - ETA: 5s - loss: 0.0191 - acc: 0.997 - ETA: 5s - loss: 0.0163 - acc: 0.997 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 817us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.5494 - val_acc: 0.8575 Epoch 01616: val_loss did not improve from 0.55729 Epoch 1617/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.4471e-07 - acc: 1.000 - ETA: 5s - loss: 4.4928e-07 - acc: 1.000 - ETA: 5s - loss: 3.7384e-07 - acc: 1.000 - ETA: 5s - loss: 6.0248e-06 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 9.4740e-04 - acc: 1.000 - ETA: 4s - loss: 8.4941e-04 - acc: 1.000 - ETA: 4s - loss: 7.4646e-04 - acc: 1.000 - ETA: 4s - loss: 6.6578e-04 - acc: 1.000 - ETA: 4s - loss: 6.1585e-04 - acc: 1.000 - ETA: 4s - loss: 5.5998e-04 - acc: 1.000 - ETA: 4s - loss: 5.2424e-04 - acc: 1.000 - ETA: 4s - loss: 0.0074 - acc: 0.9990 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 835us/step - loss: 0.0122 - acc: 0.9988 - val_loss: 1.5940 - val_acc: 0.8491 Epoch 01617: val_loss did not improve from 0.55729 Epoch 1618/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.4518e-07 - acc: 1.000 - ETA: 5s - loss: 1.4037e-07 - acc: 1.000 - ETA: 5s - loss: 1.3432e-07 - acc: 1.000 - ETA: 5s - loss: 1.6409e-07 - acc: 1.000 - ETA: 5s - loss: 1.5736e-07 - acc: 1.000 - ETA: 5s - loss: 1.6158e-07 - acc: 1.000 - ETA: 5s - loss: 2.6227e-05 - acc: 1.000 - ETA: 5s - loss: 2.3526e-05 - acc: 1.000 - ETA: 5s - loss: 2.1353e-05 - acc: 1.000 - ETA: 5s - loss: 1.9533e-05 - acc: 1.000 - ETA: 5s - loss: 2.2596e-05 - acc: 1.000 - ETA: 5s - loss: 2.0952e-05 - acc: 1.000 - ETA: 4s - loss: 1.9531e-05 - acc: 1.000 - ETA: 4s - loss: 1.8292e-05 - acc: 1.000 - ETA: 4s - loss: 1.7202e-05 - acc: 1.000 - ETA: 4s - loss: 1.6235e-05 - acc: 1.000 - ETA: 4s - loss: 1.5372e-05 - acc: 1.000 - ETA: 4s - loss: 1.4596e-05 - acc: 1.000 - ETA: 4s - loss: 1.3678e-05 - acc: 1.000 - ETA: 4s - loss: 1.3061e-05 - acc: 1.000 - ETA: 4s - loss: 1.8645e-05 - acc: 1.000 - ETA: 4s - loss: 1.7630e-05 - acc: 1.000 - ETA: 4s - loss: 1.6939e-05 - acc: 1.000 - ETA: 4s - loss: 1.6300e-05 - acc: 1.000 - ETA: 4s - loss: 1.5521e-05 - acc: 1.000 - ETA: 4s - loss: 7.6539e-05 - acc: 1.000 - ETA: 4s - loss: 7.3992e-05 - acc: 1.000 - ETA: 3s - loss: 7.0856e-05 - acc: 1.000 - ETA: 3s - loss: 7.2338e-05 - acc: 1.000 - ETA: 3s - loss: 6.9479e-05 - acc: 1.000 - ETA: 3s - loss: 0.0092 - acc: 0.9990 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 6s 827us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6136 - val_acc: 0.8455 Epoch 01618: val_loss did not improve from 0.55729 Epoch 1619/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.7088e-07 - acc: 1.000 - ETA: 5s - loss: 7.6891e-07 - acc: 1.000 - ETA: 5s - loss: 4.4741e-07 - acc: 1.000 - ETA: 5s - loss: 5.0041e-07 - acc: 1.000 - ETA: 5s - loss: 4.1894e-07 - acc: 1.000 - ETA: 5s - loss: 3.9164e-07 - acc: 1.000 - ETA: 5s - loss: 3.3975e-07 - acc: 1.000 - ETA: 5s - loss: 3.1218e-07 - acc: 1.000 - ETA: 4s - loss: 2.8461e-07 - acc: 1.000 - ETA: 4s - loss: 2.6861e-07 - acc: 1.000 - ETA: 4s - loss: 2.5196e-07 - acc: 1.000 - ETA: 4s - loss: 2.4336e-07 - acc: 1.000 - ETA: 4s - loss: 2.3161e-07 - acc: 1.000 - ETA: 4s - loss: 2.2412e-07 - acc: 1.000 - ETA: 4s - loss: 2.2302e-07 - acc: 1.000 - ETA: 4s - loss: 3.0531e-07 - acc: 1.000 - ETA: 4s - loss: 2.9516e-07 - acc: 1.000 - ETA: 4s - loss: 2.8616e-07 - acc: 1.000 - ETA: 4s - loss: 2.7548e-07 - acc: 1.000 - ETA: 4s - loss: 2.8345e-07 - acc: 1.000 - ETA: 4s - loss: 2.7638e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9993 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 6s 825us/step - loss: 0.0128 - acc: 0.9988 - val_loss: 1.6081 - val_acc: 0.8527 Epoch 01619: val_loss did not improve from 0.55729 Epoch 1620/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4480e-07 - acc: 1.000 - ETA: 5s - loss: 6.1014e-05 - acc: 1.000 - ETA: 5s - loss: 0.0806 - acc: 0.9950 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0303 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 821us/step - loss: 0.0116 - acc: 0.9993 - val_loss: 1.6185 - val_acc: 0.8455 Epoch 01620: val_loss did not improve from 0.55729 Epoch 1621/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9882e-07 - acc: 1.000 - ETA: 5s - loss: 3.0642e-07 - acc: 1.000 - ETA: 5s - loss: 2.6780e-07 - acc: 1.000 - ETA: 5s - loss: 0.0272 - acc: 0.9971 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0193 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 6s 824us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.5885 - val_acc: 0.8443 Epoch 01621: val_loss did not improve from 0.55729 Epoch 1622/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 4.7759e-07 - acc: 1.000 - ETA: 5s - loss: 3.7985e-07 - acc: 1.000 - ETA: 4s - loss: 3.1472e-07 - acc: 1.000 - ETA: 5s - loss: 2.8213e-07 - acc: 1.000 - ETA: 4s - loss: 2.5332e-07 - acc: 1.000 - ETA: 4s - loss: 2.3723e-07 - acc: 1.000 - ETA: 4s - loss: 2.4066e-07 - acc: 1.000 - ETA: 4s - loss: 2.2548e-07 - acc: 1.000 - ETA: 4s - loss: 2.3203e-07 - acc: 1.000 - ETA: 4s - loss: 2.2321e-07 - acc: 1.000 - ETA: 4s - loss: 2.2199e-07 - acc: 1.000 - ETA: 4s - loss: 2.2718e-07 - acc: 1.000 - ETA: 4s - loss: 2.2041e-07 - acc: 1.000 - ETA: 4s - loss: 2.1283e-07 - acc: 1.000 - ETA: 4s - loss: 2.8037e-07 - acc: 1.000 - ETA: 4s - loss: 2.7912e-07 - acc: 1.000 - ETA: 4s - loss: 2.7125e-07 - acc: 1.000 - ETA: 4s - loss: 4.3182e-07 - acc: 1.000 - ETA: 4s - loss: 4.2179e-07 - acc: 1.000 - ETA: 4s - loss: 4.0474e-07 - acc: 1.000 - ETA: 4s - loss: 3.9316e-07 - acc: 1.000 - ETA: 4s - loss: 5.0082e-07 - acc: 1.000 - ETA: 4s - loss: 4.8669e-07 - acc: 1.000 - ETA: 3s - loss: 4.6939e-07 - acc: 1.000 - ETA: 3s - loss: 4.5546e-07 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 823us/step - loss: 0.0116 - acc: 0.9993 - val_loss: 1.5877 - val_acc: 0.8479 Epoch 01622: val_loss did not improve from 0.55729 Epoch 1623/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5236e-07 - acc: 1.000 - ETA: 5s - loss: 3.3216e-07 - acc: 1.000 - ETA: 5s - loss: 2.8696e-07 - acc: 1.000 - ETA: 5s - loss: 2.4968e-07 - acc: 1.000 - ETA: 5s - loss: 2.8681e-07 - acc: 1.000 - ETA: 4s - loss: 2.6000e-07 - acc: 1.000 - ETA: 4s - loss: 2.4491e-07 - acc: 1.000 - ETA: 4s - loss: 2.3275e-07 - acc: 1.000 - ETA: 4s - loss: 2.2233e-07 - acc: 1.000 - ETA: 4s - loss: 3.3512e-07 - acc: 1.000 - ETA: 4s - loss: 3.1782e-07 - acc: 1.000 - ETA: 4s - loss: 3.0458e-07 - acc: 1.000 - ETA: 4s - loss: 2.9405e-07 - acc: 1.000 - ETA: 4s - loss: 3.4778e-07 - acc: 1.000 - ETA: 4s - loss: 3.3531e-07 - acc: 1.000 - ETA: 4s - loss: 3.2413e-07 - acc: 1.000 - ETA: 4s - loss: 3.1405e-07 - acc: 1.000 - ETA: 4s - loss: 3.0492e-07 - acc: 1.000 - ETA: 4s - loss: 2.9665e-07 - acc: 1.000 - ETA: 4s - loss: 2.8904e-07 - acc: 1.000 - ETA: 4s - loss: 2.8206e-07 - acc: 1.000 - ETA: 4s - loss: 2.7564e-07 - acc: 1.000 - ETA: 4s - loss: 2.7200e-07 - acc: 1.000 - ETA: 4s - loss: 2.6822e-07 - acc: 1.000 - ETA: 4s - loss: 2.6297e-07 - acc: 1.000 - ETA: 3s - loss: 2.5806e-07 - acc: 1.000 - ETA: 3s - loss: 2.5401e-07 - acc: 1.000 - ETA: 3s - loss: 2.4971e-07 - acc: 1.000 - ETA: 3s - loss: 2.4567e-07 - acc: 1.000 - ETA: 3s - loss: 2.5583e-07 - acc: 1.000 - ETA: 3s - loss: 2.5172e-07 - acc: 1.000 - ETA: 3s - loss: 2.4800e-07 - acc: 1.000 - ETA: 3s - loss: 2.4336e-07 - acc: 1.000 - ETA: 3s - loss: 2.4009e-07 - acc: 1.000 - ETA: 3s - loss: 2.3605e-07 - acc: 1.000 - ETA: 3s - loss: 2.3315e-07 - acc: 1.000 - ETA: 3s - loss: 2.4309e-07 - acc: 1.000 - ETA: 3s - loss: 2.4282e-07 - acc: 1.000 - ETA: 3s - loss: 2.5732e-07 - acc: 1.000 - ETA: 3s - loss: 0.0060 - acc: 0.9996 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 6s 829us/step - loss: 0.0088 - acc: 0.9991 - val_loss: 1.5470 - val_acc: 0.8503 Epoch 01623: val_loss did not improve from 0.55729 Epoch 1624/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9206e-07 - acc: 1.000 - ETA: 5s - loss: 1.6242e-07 - acc: 1.000 - ETA: 5s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 1.5768e-07 - acc: 1.000 - ETA: 4s - loss: 1.0565e-06 - acc: 1.000 - ETA: 5s - loss: 9.0128e-07 - acc: 1.000 - ETA: 4s - loss: 7.5908e-07 - acc: 1.000 - ETA: 4s - loss: 6.8230e-07 - acc: 1.000 - ETA: 4s - loss: 6.0463e-07 - acc: 1.000 - ETA: 4s - loss: 5.3706e-06 - acc: 1.000 - ETA: 4s - loss: 4.7997e-06 - acc: 1.000 - ETA: 4s - loss: 4.4616e-06 - acc: 1.000 - ETA: 4s - loss: 4.0747e-06 - acc: 1.000 - ETA: 4s - loss: 3.8168e-06 - acc: 1.000 - ETA: 4s - loss: 3.5210e-06 - acc: 1.000 - ETA: 4s - loss: 0.0152 - acc: 0.9991 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - 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ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 821us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.5943 - val_acc: 0.8455 Epoch 01624: val_loss did not improve from 0.55729 Epoch 1625/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2432e-07 - acc: 1.000 - ETA: 5s - loss: 1.5885e-07 - acc: 1.000 - ETA: 5s - loss: 1.8500e-07 - acc: 1.000 - ETA: 5s - loss: 0.0451 - acc: 0.9969 - ETA: 5s - loss: 0.0380 - acc: 0.997 - ETA: 5s - loss: 0.0314 - acc: 0.997 - ETA: 5s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0496 - acc: 0.996 - ETA: 4s - loss: 0.0587 - acc: 0.995 - ETA: 4s - loss: 0.0522 - acc: 0.995 - ETA: 4s - loss: 0.0482 - acc: 0.996 - ETA: 4s - loss: 0.0437 - acc: 0.996 - ETA: 4s - loss: 0.0409 - acc: 0.996 - ETA: 4s - loss: 0.0384 - acc: 0.996 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.997 - ETA: 4s - loss: 0.0269 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 6s 828us/step - loss: 0.0149 - acc: 0.9987 - val_loss: 1.6227 - val_acc: 0.8491 Epoch 01625: val_loss did not improve from 0.55729 Epoch 1626/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2115e-06 - acc: 1.000 - ETA: 5s - loss: 7.4337e-07 - acc: 1.000 - ETA: 5s - loss: 5.5672e-07 - acc: 1.000 - ETA: 5s - loss: 8.1725e-07 - acc: 1.000 - ETA: 5s - loss: 6.9722e-07 - acc: 1.000 - ETA: 5s - loss: 5.1572e-06 - acc: 1.000 - ETA: 5s - loss: 4.5167e-06 - acc: 1.000 - ETA: 4s - loss: 3.8881e-06 - acc: 1.000 - ETA: 4s - loss: 3.5113e-06 - acc: 1.000 - ETA: 4s - loss: 3.1132e-06 - acc: 1.000 - ETA: 4s - loss: 5.1889e-05 - acc: 1.000 - ETA: 4s - loss: 0.0202 - acc: 0.9987 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - 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ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 6s 832us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.5460 - val_acc: 0.8515 Epoch 01626: val_loss did not improve from 0.55729 Epoch 1627/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 1.9744e-07 - acc: 1.000 - ETA: 5s - loss: 1.7610e-07 - acc: 1.000 - ETA: 5s - loss: 0.0336 - acc: 0.9964 - ETA: 5s - loss: 0.0585 - acc: 0.994 - ETA: 4s - loss: 0.0502 - acc: 0.995 - ETA: 4s - loss: 0.0421 - acc: 0.996 - ETA: 4s - loss: 0.0376 - acc: 0.996 - ETA: 4s - loss: 0.0329 - acc: 0.996 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.996 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0275 - acc: 0.997 - ETA: 4s - loss: 0.0258 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0270 - acc: 0.997 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0253 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0251 - acc: 0.997 - ETA: 3s - loss: 0.0242 - acc: 0.997 - ETA: 3s - loss: 0.0236 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 2s - loss: 0.0223 - acc: 0.997 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0259 - acc: 0.997 - ETA: 2s - loss: 0.0252 - acc: 0.997 - ETA: 2s - loss: 0.0246 - acc: 0.997 - ETA: 2s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0237 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0218 - acc: 0.998 - ETA: 1s - loss: 0.0216 - acc: 0.998 - ETA: 1s - loss: 0.0213 - acc: 0.998 - ETA: 1s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0203 - acc: 0.998 - ETA: 1s - loss: 0.0200 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0195 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 822us/step - loss: 0.0143 - acc: 0.9988 - val_loss: 1.5615 - val_acc: 0.8575 Epoch 01627: val_loss did not improve from 0.55729 Epoch 1628/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 6.3405e-07 - acc: 1.000 - ETA: 5s - loss: 1.0103e-06 - acc: 1.000 - ETA: 5s - loss: 7.7109e-07 - acc: 1.000 - ETA: 4s - loss: 6.2527e-07 - acc: 1.000 - ETA: 5s - loss: 5.4093e-07 - acc: 1.000 - ETA: 4s - loss: 8.1350e-07 - acc: 1.000 - ETA: 4s - loss: 7.3342e-07 - acc: 1.000 - ETA: 4s - loss: 6.6517e-07 - acc: 1.000 - ETA: 4s - loss: 6.2164e-07 - acc: 1.000 - ETA: 4s - loss: 5.7740e-07 - acc: 1.000 - ETA: 4s - loss: 5.2995e-07 - acc: 1.000 - ETA: 4s - loss: 5.3726e-07 - acc: 1.000 - ETA: 4s - loss: 5.0354e-07 - acc: 1.000 - ETA: 4s - loss: 4.7952e-07 - acc: 1.000 - ETA: 4s - loss: 4.5833e-07 - acc: 1.000 - ETA: 4s - loss: 1.1398e-06 - acc: 1.000 - ETA: 4s - loss: 0.0117 - acc: 0.9992 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 820us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.6697 - val_acc: 0.8467 Epoch 01628: val_loss did not improve from 0.55729 Epoch 1629/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4603e-07 - acc: 1.000 - ETA: 4s - loss: 1.4126e-07 - acc: 1.000 - ETA: 5s - loss: 1.3299e-07 - acc: 1.000 - ETA: 4s - loss: 4.5811e-05 - acc: 1.000 - ETA: 4s - loss: 3.9786e-05 - acc: 1.000 - ETA: 5s - loss: 3.3175e-05 - acc: 1.000 - ETA: 4s - loss: 2.7340e-05 - acc: 1.000 - ETA: 4s - loss: 2.4076e-05 - acc: 1.000 - ETA: 4s - loss: 2.0773e-05 - acc: 1.000 - ETA: 4s - loss: 1.8880e-05 - acc: 1.000 - ETA: 4s - loss: 1.7773e-05 - acc: 1.000 - ETA: 4s - loss: 1.6379e-05 - acc: 1.000 - ETA: 4s - loss: 1.5194e-05 - acc: 1.000 - ETA: 4s - loss: 1.3879e-05 - acc: 1.000 - ETA: 4s - loss: 3.5495e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9990 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9923e-04 - acc: 0.999 - ETA: 3s - loss: 9.6197e-04 - acc: 0.999 - ETA: 3s - loss: 9.3016e-04 - acc: 0.999 - ETA: 3s - loss: 8.9058e-04 - acc: 0.999 - ETA: 3s - loss: 8.6304e-04 - acc: 0.999 - ETA: 3s - loss: 8.3717e-04 - acc: 0.999 - ETA: 3s - loss: 8.1279e-04 - acc: 0.999 - ETA: 3s - loss: 7.8241e-04 - acc: 0.999 - ETA: 3s - loss: 7.6113e-04 - acc: 0.999 - ETA: 3s - loss: 7.3488e-04 - acc: 0.999 - ETA: 3s - loss: 7.1604e-04 - acc: 0.999 - ETA: 3s - loss: 6.9241e-04 - acc: 0.999 - ETA: 3s - loss: 6.7566e-04 - acc: 0.999 - ETA: 3s - loss: 6.5474e-04 - acc: 0.999 - ETA: 3s - loss: 6.6167e-04 - acc: 0.999 - ETA: 3s - loss: 6.4686e-04 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.9993 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 818us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.6390 - val_acc: 0.8479 Epoch 01629: val_loss did not improve from 0.55729 Epoch 1630/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4848e-06 - acc: 1.000 - ETA: 5s - loss: 0.0012 - acc: 1.0000 - ETA: 5s - loss: 8.4124e-04 - acc: 1.000 - ETA: 5s - loss: 6.1736e-04 - acc: 1.000 - ETA: 5s - loss: 5.1461e-04 - acc: 1.000 - ETA: 5s - loss: 4.4112e-04 - acc: 1.000 - ETA: 5s - loss: 3.8602e-04 - acc: 1.000 - ETA: 4s - loss: 3.3091e-04 - acc: 1.000 - ETA: 4s - loss: 2.9891e-04 - acc: 1.000 - ETA: 4s - loss: 2.6476e-04 - acc: 1.000 - ETA: 4s - loss: 2.4389e-04 - acc: 1.000 - ETA: 4s - loss: 0.0183 - acc: 0.9976 - ETA: 4s - loss: 0.0167 - acc: 0.997 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 820us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.6057 - val_acc: 0.8563 Epoch 01630: val_loss did not improve from 0.55729 Epoch 1631/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.2730e-07 - acc: 1.000 - ETA: 5s - loss: 8.3326e-06 - acc: 1.000 - ETA: 5s - loss: 6.5726e-06 - acc: 1.000 - ETA: 5s - loss: 5.1895e-06 - acc: 1.000 - ETA: 4s - loss: 4.7991e-06 - acc: 1.000 - ETA: 4s - loss: 4.7795e-06 - acc: 1.000 - ETA: 4s - loss: 4.2627e-06 - acc: 1.000 - ETA: 4s - loss: 3.9365e-06 - acc: 1.000 - ETA: 4s - loss: 5.5799e-06 - acc: 1.000 - ETA: 4s - loss: 5.3281e-06 - acc: 1.000 - ETA: 4s - loss: 4.9470e-06 - acc: 1.000 - ETA: 4s - loss: 4.5179e-06 - acc: 1.000 - ETA: 4s - loss: 4.2429e-06 - acc: 1.000 - ETA: 4s - loss: 3.9259e-06 - acc: 1.000 - ETA: 4s - loss: 3.7298e-06 - acc: 1.000 - ETA: 4s - loss: 3.5444e-06 - acc: 1.000 - ETA: 4s - loss: 3.3244e-06 - acc: 1.000 - ETA: 4s - loss: 3.1405e-06 - acc: 1.000 - ETA: 4s - loss: 3.0091e-06 - acc: 1.000 - ETA: 4s - loss: 2.8508e-06 - acc: 1.000 - ETA: 4s - loss: 3.2579e-06 - acc: 1.000 - ETA: 4s - loss: 3.1388e-06 - acc: 1.000 - ETA: 4s - loss: 2.9976e-06 - acc: 1.000 - ETA: 3s - loss: 2.8973e-06 - acc: 1.000 - ETA: 3s - loss: 2.8039e-06 - acc: 1.000 - ETA: 3s - loss: 2.7163e-06 - acc: 1.000 - ETA: 3s - loss: 2.7233e-06 - acc: 1.000 - ETA: 3s - loss: 3.0508e-06 - acc: 1.000 - ETA: 3s - loss: 2.9637e-06 - acc: 1.000 - ETA: 3s - loss: 2.8817e-06 - acc: 1.000 - ETA: 3s - loss: 2.8042e-06 - acc: 1.000 - ETA: 3s - loss: 2.7353e-06 - acc: 1.000 - ETA: 3s - loss: 2.7032e-06 - acc: 1.000 - ETA: 3s - loss: 2.6364e-06 - acc: 1.000 - ETA: 3s - loss: 0.0068 - acc: 0.9996 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 6s 831us/step - loss: 0.0093 - acc: 0.9993 - val_loss: 1.6196 - val_acc: 0.8491 Epoch 01631: val_loss did not improve from 0.55729 Epoch 1632/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9297e-07 - acc: 1.000 - ETA: 5s - loss: 2.1187e-07 - acc: 1.000 - ETA: 5s - loss: 1.8716e-07 - acc: 1.000 - ETA: 4s - loss: 1.7740e-07 - acc: 1.000 - ETA: 4s - loss: 1.4904e-04 - acc: 1.000 - ETA: 4s - loss: 1.3186e-04 - acc: 1.000 - ETA: 4s - loss: 1.1430e-04 - acc: 1.000 - ETA: 4s - loss: 1.0392e-04 - acc: 1.000 - ETA: 4s - loss: 9.5277e-05 - acc: 1.000 - ETA: 4s - loss: 8.8275e-05 - acc: 1.000 - ETA: 4s - loss: 8.0083e-05 - acc: 1.000 - ETA: 4s - loss: 7.4868e-05 - acc: 1.000 - ETA: 4s - loss: 0.0323 - acc: 0.9980 - ETA: 4s - loss: 0.0305 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 818us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.6162 - val_acc: 0.8503 Epoch 01632: val_loss did not improve from 0.55729 Epoch 1633/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8775e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 818us/step - loss: 0.0133 - acc: 0.9990 - val_loss: 1.6495 - val_acc: 0.8371 Epoch 01633: val_loss did not improve from 0.55729 Epoch 1634/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2246e-07 - acc: 1.000 - ETA: 4s - loss: 4.5559e-07 - acc: 1.000 - ETA: 5s - loss: 4.0549e-07 - acc: 1.000 - ETA: 4s - loss: 3.5344e-07 - acc: 1.000 - ETA: 4s - loss: 3.2533e-07 - acc: 1.000 - ETA: 4s - loss: 5.4202e-07 - acc: 1.000 - ETA: 4s - loss: 2.7134e-05 - acc: 1.000 - ETA: 4s - loss: 2.4819e-05 - acc: 1.000 - ETA: 4s - loss: 2.2286e-05 - acc: 1.000 - ETA: 4s - loss: 2.0703e-05 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 818us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.6065 - val_acc: 0.8431 Epoch 01634: val_loss did not improve from 0.55729 Epoch 1635/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.3326e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.3986e-07 - acc: 1.000 - ETA: 5s - loss: 1.3621e-07 - acc: 1.000 - ETA: 4s - loss: 0.0768 - acc: 0.9952 - ETA: 4s - loss: 0.0672 - acc: 0.995 - ETA: 4s - loss: 0.0597 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - 5s 821us/step - loss: 0.0132 - acc: 0.9991 - val_loss: 1.5155 - val_acc: 0.8551 Epoch 01635: val_loss did not improve from 0.55729 Epoch 1636/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.6433e-07 - acc: 1.000 - ETA: 5s - loss: 3.6694e-07 - acc: 1.000 - ETA: 5s - loss: 2.9938e-07 - acc: 1.000 - ETA: 5s - loss: 2.9079e-07 - acc: 1.000 - ETA: 5s - loss: 2.5266e-07 - acc: 1.000 - ETA: 5s - loss: 4.2689e-07 - acc: 1.000 - ETA: 5s - loss: 3.8868e-07 - acc: 1.000 - ETA: 5s - loss: 3.5874e-07 - acc: 1.000 - ETA: 4s - loss: 3.3528e-07 - acc: 1.000 - ETA: 4s - loss: 3.1407e-07 - acc: 1.000 - ETA: 4s - loss: 2.9843e-07 - acc: 1.000 - ETA: 4s - loss: 2.8633e-07 - acc: 1.000 - ETA: 4s - loss: 2.7114e-07 - acc: 1.000 - ETA: 4s - loss: 3.4019e-07 - acc: 1.000 - ETA: 4s - loss: 3.2719e-07 - acc: 1.000 - ETA: 4s - loss: 3.1607e-07 - acc: 1.000 - ETA: 4s - loss: 3.0784e-07 - acc: 1.000 - ETA: 4s - loss: 4.0777e-07 - acc: 1.000 - ETA: 4s - loss: 3.9515e-07 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - 5s 823us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.6224 - val_acc: 0.8455 Epoch 01636: val_loss did not improve from 0.55729 Epoch 1637/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2474e-07 - acc: 1.000 - ETA: 5s - loss: 4.8285e-06 - acc: 1.000 - ETA: 5s - loss: 3.8253e-06 - acc: 1.000 - ETA: 5s - loss: 3.1781e-06 - acc: 1.000 - ETA: 5s - loss: 3.1987e-06 - acc: 1.000 - ETA: 4s - loss: 2.7215e-06 - acc: 1.000 - ETA: 4s - loss: 2.4326e-06 - acc: 1.000 - ETA: 4s - loss: 2.7913e-06 - acc: 1.000 - ETA: 4s - loss: 2.5559e-06 - acc: 1.000 - ETA: 4s - loss: 2.3000e-06 - acc: 1.000 - ETA: 4s - loss: 2.1404e-06 - acc: 1.000 - ETA: 4s - loss: 1.9783e-06 - acc: 1.000 - ETA: 4s - loss: 1.8621e-06 - acc: 1.000 - ETA: 4s - loss: 1.7596e-06 - acc: 1.000 - ETA: 4s - loss: 1.6415e-06 - acc: 1.000 - ETA: 4s - loss: 1.5627e-06 - acc: 1.000 - ETA: 4s - loss: 1.5008e-06 - acc: 1.000 - ETA: 4s - loss: 1.4655e-06 - acc: 1.000 - ETA: 4s - loss: 1.3875e-06 - acc: 1.000 - ETA: 4s - loss: 1.3348e-06 - acc: 1.000 - ETA: 4s - loss: 1.2720e-06 - acc: 1.000 - ETA: 4s - loss: 1.2282e-06 - acc: 1.000 - ETA: 4s - loss: 1.2113e-06 - acc: 1.000 - ETA: 3s - loss: 1.1729e-06 - acc: 1.000 - ETA: 3s - loss: 1.1370e-06 - acc: 1.000 - ETA: 3s - loss: 3.0067e-05 - acc: 1.000 - ETA: 3s - loss: 2.8806e-05 - acc: 1.000 - ETA: 3s - loss: 2.7928e-05 - acc: 1.000 - ETA: 3s - loss: 2.7102e-05 - acc: 1.000 - ETA: 3s - loss: 2.6191e-05 - acc: 1.000 - ETA: 3s - loss: 2.5473e-05 - acc: 1.000 - ETA: 3s - loss: 2.4792e-05 - acc: 1.000 - ETA: 3s - loss: 2.4143e-05 - acc: 1.000 - ETA: 3s - loss: 2.3527e-05 - acc: 1.000 - ETA: 3s - loss: 2.2944e-05 - acc: 1.000 - ETA: 3s - loss: 2.2214e-05 - acc: 1.000 - ETA: 3s - loss: 0.0064 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 6s 825us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.4805 - val_acc: 0.8515 Epoch 01637: val_loss did not improve from 0.55729 Epoch 1638/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.0649e-07 - acc: 1.000 - ETA: 5s - loss: 3.8751e-05 - acc: 1.000 - ETA: 5s - loss: 3.0174e-05 - acc: 1.000 - ETA: 4s - loss: 2.2498e-05 - acc: 1.000 - ETA: 5s - loss: 1.8769e-05 - acc: 1.000 - ETA: 4s - loss: 1.6104e-05 - acc: 1.000 - ETA: 4s - loss: 1.3548e-05 - acc: 1.000 - ETA: 4s - loss: 1.2158e-05 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 820us/step - loss: 0.0142 - acc: 0.9990 - val_loss: 1.6061 - val_acc: 0.8563 Epoch 01638: val_loss did not improve from 0.55729 Epoch 1639/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.5896e-07 - acc: 1.000 - ETA: 5s - loss: 3.1591e-07 - acc: 1.000 - ETA: 5s - loss: 2.5874e-07 - acc: 1.000 - ETA: 5s - loss: 2.2884e-07 - acc: 1.000 - ETA: 5s - loss: 0.0411 - acc: 0.9972 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0618 - acc: 0.996 - ETA: 4s - loss: 0.0552 - acc: 0.996 - ETA: 4s - loss: 0.0483 - acc: 0.996 - ETA: 4s - loss: 0.0441 - acc: 0.997 - ETA: 4s - loss: 0.0509 - acc: 0.996 - ETA: 4s - loss: 0.0472 - acc: 0.996 - ETA: 4s - loss: 0.0431 - acc: 0.996 - ETA: 4s - loss: 0.0405 - acc: 0.996 - ETA: 4s - loss: 0.0374 - acc: 0.997 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - 6s 836us/step - loss: 0.0169 - acc: 0.9988 - val_loss: 1.5624 - val_acc: 0.8515 Epoch 01639: val_loss did not improve from 0.55729 Epoch 1640/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 4.0197e-07 - acc: 1.000 - ETA: 5s - loss: 3.3677e-07 - acc: 1.000 - ETA: 5s - loss: 3.0377e-07 - acc: 1.000 - ETA: 5s - loss: 3.1972e-07 - acc: 1.000 - ETA: 5s - loss: 2.8326e-07 - acc: 1.000 - ETA: 5s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 827us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5531 - val_acc: 0.8539 Epoch 01640: val_loss did not improve from 0.55729 Epoch 1641/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4173e-07 - acc: 1.000 - ETA: 4s - loss: 1.3851e-07 - acc: 1.000 - ETA: 4s - loss: 1.3542e-07 - acc: 1.000 - ETA: 4s - loss: 1.3368e-07 - acc: 1.000 - ETA: 4s - loss: 1.3228e-07 - acc: 1.000 - ETA: 4s - loss: 1.3079e-07 - acc: 1.000 - ETA: 4s - loss: 1.3223e-07 - acc: 1.000 - ETA: 4s - loss: 1.3170e-07 - acc: 1.000 - ETA: 4s - loss: 1.3087e-07 - acc: 1.000 - ETA: 4s - loss: 1.2991e-07 - acc: 1.000 - ETA: 4s - loss: 1.2953e-07 - acc: 1.000 - ETA: 4s - loss: 1.2896e-07 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9991 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 6s 826us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.6432 - val_acc: 0.8455 Epoch 01641: val_loss did not improve from 0.55729 Epoch 1642/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4126e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 0.0815 - acc: 0.9909 - ETA: 4s - loss: 0.0598 - acc: 0.993 - ETA: 5s - loss: 0.0498 - acc: 0.994 - ETA: 4s - loss: 0.0408 - acc: 0.995 - ETA: 4s - loss: 0.0359 - acc: 0.996 - ETA: 4s - loss: 0.0320 - acc: 0.996 - ETA: 4s - loss: 0.0280 - acc: 0.996 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 821us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.6146 - val_acc: 0.8443 Epoch 01642: val_loss did not improve from 0.55729 Epoch 1643/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 1.6876e-07 - acc: 1.000 - ETA: 5s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.5551e-07 - acc: 1.000 - ETA: 5s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.5646e-07 - acc: 1.000 - ETA: 5s - loss: 1.5343e-07 - acc: 1.000 - ETA: 4s - loss: 1.5112e-07 - acc: 1.000 - ETA: 4s - loss: 1.4853e-07 - acc: 1.000 - ETA: 4s - loss: 1.4663e-07 - acc: 1.000 - ETA: 4s - loss: 1.4506e-07 - acc: 1.000 - ETA: 4s - loss: 1.3117e-06 - acc: 1.000 - ETA: 4s - loss: 1.2400e-06 - acc: 1.000 - ETA: 4s - loss: 1.3475e-06 - acc: 1.000 - ETA: 4s - loss: 1.3351e-06 - acc: 1.000 - ETA: 4s - loss: 1.2722e-06 - acc: 1.000 - ETA: 4s - loss: 1.2482e-06 - acc: 1.000 - ETA: 4s - loss: 1.1953e-06 - acc: 1.000 - ETA: 4s - loss: 1.1471e-06 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9993 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 6s 830us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.6068 - val_acc: 0.8455 Epoch 01643: val_loss did not improve from 0.55729 Epoch 1644/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1612 - acc: 0.9900 - ETA: 5s - loss: 0.0895 - acc: 0.994 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - 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acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 6s 858us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.6017 - val_acc: 0.8467 Epoch 01644: val_loss did not improve from 0.55729 Epoch 1645/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4273e-07 - acc: 1.000 - ETA: 5s - loss: 2.5460e-07 - acc: 1.000 - ETA: 5s - loss: 4.7178e-07 - acc: 1.000 - ETA: 5s - loss: 3.9042e-07 - acc: 1.000 - ETA: 5s - loss: 3.3956e-07 - acc: 1.000 - ETA: 5s - loss: 3.1324e-07 - acc: 1.000 - ETA: 5s - loss: 6.3468e-07 - acc: 1.000 - ETA: 5s - loss: 5.7283e-07 - acc: 1.000 - ETA: 5s - loss: 5.1735e-07 - acc: 1.000 - ETA: 5s - loss: 0.0085 - acc: 0.9984 - ETA: 5s - loss: 0.0078 - acc: 0.998 - ETA: 5s - loss: 0.0284 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0242 - acc: 0.998 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0259 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 903us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.5118 - val_acc: 0.8575 Epoch 01645: val_loss did not improve from 0.55729 Epoch 1646/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 6s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2772e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2379e-07 - acc: 1.000 - ETA: 5s - loss: 0.0346 - acc: 0.9969 - ETA: 5s - loss: 0.0292 - acc: 0.997 - ETA: 5s - loss: 0.0252 - acc: 0.997 - ETA: 5s - loss: 0.0222 - acc: 0.998 - ETA: 5s - loss: 0.0198 - acc: 0.998 - ETA: 5s - loss: 0.0179 - acc: 0.998 - ETA: 5s - loss: 0.0163 - acc: 0.998 - ETA: 5s - loss: 0.0150 - acc: 0.998 - ETA: 5s - loss: 0.0139 - acc: 0.998 - ETA: 5s - loss: 0.0129 - acc: 0.998 - ETA: 5s - loss: 0.0120 - acc: 0.998 - ETA: 5s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - 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acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 871us/step - loss: 0.0125 - acc: 0.9990 - val_loss: 1.5640 - val_acc: 0.8539 Epoch 01646: val_loss did not improve from 0.55729 Epoch 1647/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.0017e-06 - acc: 1.000 - ETA: 5s - loss: 4.4457e-06 - acc: 1.000 - ETA: 5s - loss: 3.2658e-06 - acc: 1.000 - ETA: 5s - loss: 2.5915e-06 - acc: 1.000 - ETA: 5s - loss: 2.2287e-06 - acc: 1.000 - ETA: 5s - loss: 4.0697e-06 - acc: 1.000 - ETA: 5s - loss: 3.5544e-06 - acc: 1.000 - ETA: 5s - loss: 3.1580e-06 - acc: 1.000 - ETA: 5s - loss: 2.9915e-06 - acc: 1.000 - ETA: 5s - loss: 2.7418e-06 - acc: 1.000 - ETA: 4s - loss: 0.0230 - acc: 0.9986 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - 6s 841us/step - loss: 0.0084 - acc: 0.9994 - val_loss: 1.5461 - val_acc: 0.8515 Epoch 01647: val_loss did not improve from 0.55729 Epoch 1648/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.8818e-07 - acc: 1.000 - ETA: 5s - loss: 1.7610e-07 - acc: 1.000 - ETA: 5s - loss: 1.7030e-07 - acc: 1.000 - ETA: 5s - loss: 2.0743e-06 - acc: 1.000 - ETA: 5s - loss: 1.7025e-06 - acc: 1.000 - ETA: 4s - loss: 1.4544e-06 - acc: 1.000 - ETA: 4s - loss: 1.3116e-06 - acc: 1.000 - ETA: 4s - loss: 1.1627e-06 - acc: 1.000 - ETA: 4s - loss: 1.1523e-06 - acc: 1.000 - ETA: 4s - loss: 1.0739e-06 - acc: 1.000 - ETA: 4s - loss: 1.0389e-06 - acc: 1.000 - ETA: 4s - loss: 9.7762e-07 - acc: 1.000 - ETA: 4s - loss: 9.2397e-07 - acc: 1.000 - ETA: 4s - loss: 8.7663e-07 - acc: 1.000 - ETA: 4s - loss: 8.3505e-07 - acc: 1.000 - ETA: 4s - loss: 7.8681e-07 - acc: 1.000 - ETA: 4s - loss: 7.5398e-07 - acc: 1.000 - ETA: 4s - loss: 7.2422e-07 - acc: 1.000 - ETA: 4s - loss: 9.2162e-07 - acc: 1.000 - ETA: 4s - loss: 8.9008e-07 - acc: 1.000 - ETA: 4s - loss: 8.5848e-07 - acc: 1.000 - ETA: 4s - loss: 8.2012e-07 - acc: 1.000 - ETA: 4s - loss: 7.9383e-07 - acc: 1.000 - ETA: 4s - loss: 7.6949e-07 - acc: 1.000 - ETA: 3s - loss: 7.3959e-07 - acc: 1.000 - ETA: 3s - loss: 7.1232e-07 - acc: 1.000 - ETA: 3s - loss: 6.9339e-07 - acc: 1.000 - ETA: 3s - loss: 6.6995e-07 - acc: 1.000 - ETA: 3s - loss: 6.5472e-07 - acc: 1.000 - ETA: 3s - loss: 6.3950e-07 - acc: 1.000 - ETA: 3s - loss: 6.2023e-07 - acc: 1.000 - ETA: 3s - loss: 6.0669e-07 - acc: 1.000 - ETA: 3s - loss: 5.9386e-07 - acc: 1.000 - ETA: 3s - loss: 5.8062e-07 - acc: 1.000 - ETA: 3s - loss: 5.6918e-07 - acc: 1.000 - ETA: 3s - loss: 5.5830e-07 - acc: 1.000 - ETA: 3s - loss: 0.0063 - acc: 0.9996 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 6s 828us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.5986 - val_acc: 0.8491 Epoch 01648: val_loss did not improve from 0.55729 Epoch 1649/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.3976e-06 - acc: 1.000 - ETA: 5s - loss: 2.7584e-06 - acc: 1.000 - ETA: 5s - loss: 2.1928e-06 - acc: 1.000 - ETA: 4s - loss: 1.6523e-06 - acc: 1.000 - ETA: 5s - loss: 1.3975e-06 - acc: 1.000 - ETA: 4s - loss: 1.1655e-06 - acc: 1.000 - ETA: 4s - loss: 1.0399e-06 - acc: 1.000 - ETA: 4s - loss: 9.1293e-07 - acc: 1.000 - ETA: 4s - loss: 1.0018e-06 - acc: 1.000 - ETA: 4s - loss: 9.2614e-07 - acc: 1.000 - ETA: 4s - loss: 8.4368e-07 - acc: 1.000 - ETA: 4s - loss: 8.5076e-07 - acc: 1.000 - ETA: 4s - loss: 7.9803e-07 - acc: 1.000 - ETA: 4s - loss: 7.5647e-07 - acc: 1.000 - ETA: 4s - loss: 7.4154e-07 - acc: 1.000 - ETA: 4s - loss: 7.3801e-07 - acc: 1.000 - ETA: 4s - loss: 7.0655e-07 - acc: 1.000 - ETA: 4s - loss: 6.6926e-07 - acc: 1.000 - ETA: 4s - loss: 6.4430e-07 - acc: 1.000 - ETA: 4s - loss: 8.9376e-07 - acc: 1.000 - ETA: 4s - loss: 8.5409e-07 - acc: 1.000 - ETA: 4s - loss: 8.2509e-07 - acc: 1.000 - ETA: 4s - loss: 8.7667e-07 - acc: 1.000 - ETA: 3s - loss: 8.4929e-07 - acc: 1.000 - ETA: 3s - loss: 8.1572e-07 - acc: 1.000 - ETA: 3s - loss: 8.9090e-07 - acc: 1.000 - ETA: 3s - loss: 8.5895e-07 - acc: 1.000 - ETA: 3s - loss: 8.3607e-07 - acc: 1.000 - ETA: 3s - loss: 8.1456e-07 - acc: 1.000 - ETA: 3s - loss: 7.9431e-07 - acc: 1.000 - ETA: 3s - loss: 7.6907e-07 - acc: 1.000 - ETA: 3s - loss: 7.5287e-07 - acc: 1.000 - ETA: 3s - loss: 7.3063e-07 - acc: 1.000 - ETA: 3s - loss: 7.1516e-07 - acc: 1.000 - ETA: 3s - loss: 7.1104e-07 - acc: 1.000 - ETA: 3s - loss: 6.9209e-07 - acc: 1.000 - ETA: 3s - loss: 6.8184e-07 - acc: 1.000 - ETA: 3s - loss: 6.6548e-07 - acc: 1.000 - ETA: 3s - loss: 6.5325e-07 - acc: 1.000 - ETA: 3s - loss: 6.4156e-07 - acc: 1.000 - ETA: 3s - loss: 6.5637e-07 - acc: 1.000 - ETA: 3s - loss: 6.4622e-07 - acc: 1.000 - ETA: 2s - loss: 6.3579e-07 - acc: 1.000 - ETA: 2s - loss: 0.0053 - acc: 0.9997 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 821us/step - loss: 0.0115 - acc: 0.9993 - val_loss: 1.6278 - val_acc: 0.8419 Epoch 01649: val_loss did not improve from 0.55729 Epoch 1650/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.3300e-07 - acc: 1.000 - ETA: 5s - loss: 5.3305e-07 - acc: 1.000 - ETA: 5s - loss: 3.8364e-07 - acc: 1.000 - ETA: 5s - loss: 3.2762e-07 - acc: 1.000 - ETA: 5s - loss: 2.9259e-07 - acc: 1.000 - ETA: 5s - loss: 2.9147e-07 - acc: 1.000 - ETA: 5s - loss: 4.8424e-07 - acc: 1.000 - ETA: 4s - loss: 4.3016e-07 - acc: 1.000 - ETA: 4s - loss: 3.9906e-07 - acc: 1.000 - ETA: 4s - loss: 3.8306e-07 - acc: 1.000 - ETA: 4s - loss: 3.6191e-07 - acc: 1.000 - ETA: 4s - loss: 3.3925e-07 - acc: 1.000 - ETA: 4s - loss: 3.2424e-07 - acc: 1.000 - ETA: 4s - loss: 3.1991e-07 - acc: 1.000 - ETA: 4s - loss: 0.0154 - acc: 0.9990 - ETA: 4s - loss: 0.0296 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 6s 824us/step - loss: 0.0141 - acc: 0.9987 - val_loss: 1.6127 - val_acc: 0.8515 Epoch 01650: val_loss did not improve from 0.55729 Epoch 1651/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0174e-05 - acc: 1.000 - ETA: 5s - loss: 5.8648e-06 - acc: 1.000 - ETA: 5s - loss: 4.2490e-06 - acc: 1.000 - ETA: 5s - loss: 3.2969e-06 - acc: 1.000 - ETA: 5s - loss: 1.1183e-05 - acc: 1.000 - ETA: 5s - loss: 9.5236e-06 - acc: 1.000 - ETA: 4s - loss: 7.9562e-06 - acc: 1.000 - ETA: 4s - loss: 7.0854e-06 - acc: 1.000 - ETA: 4s - loss: 0.0015 - acc: 0.9984 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.5151e-04 - acc: 0.999 - ETA: 4s - loss: 8.9556e-04 - acc: 0.999 - ETA: 4s - loss: 8.3045e-04 - acc: 0.999 - ETA: 4s - loss: 7.8756e-04 - acc: 0.999 - ETA: 4s - loss: 7.3676e-04 - acc: 0.999 - ETA: 4s - loss: 7.0279e-04 - acc: 0.999 - ETA: 4s - loss: 6.7180e-04 - acc: 0.999 - ETA: 4s - loss: 6.3452e-04 - acc: 0.999 - ETA: 4s - loss: 6.0915e-04 - acc: 0.999 - ETA: 4s - loss: 5.7831e-04 - acc: 0.999 - ETA: 4s - loss: 5.5716e-04 - acc: 0.999 - ETA: 3s - loss: 5.3127e-04 - acc: 0.999 - ETA: 3s - loss: 5.1337e-04 - acc: 0.999 - ETA: 3s - loss: 4.9288e-04 - acc: 0.999 - ETA: 3s - loss: 4.7757e-04 - acc: 0.999 - ETA: 3s - loss: 4.5847e-04 - acc: 0.999 - ETA: 3s - loss: 4.4512e-04 - acc: 0.999 - ETA: 3s - loss: 4.2848e-04 - acc: 0.999 - ETA: 3s - loss: 4.1681e-04 - acc: 0.999 - ETA: 3s - loss: 4.0219e-04 - acc: 0.999 - ETA: 3s - loss: 3.9188e-04 - acc: 0.999 - ETA: 3s - loss: 3.7893e-04 - acc: 0.999 - ETA: 3s - loss: 3.7162e-04 - acc: 0.999 - ETA: 3s - loss: 3.6397e-04 - acc: 0.999 - ETA: 3s - loss: 3.5601e-04 - acc: 0.999 - ETA: 3s - loss: 3.4539e-04 - acc: 0.999 - ETA: 3s - loss: 3.3783e-04 - acc: 0.999 - ETA: 3s - loss: 3.3091e-04 - acc: 0.999 - ETA: 3s - loss: 3.2201e-04 - acc: 0.999 - ETA: 2s - loss: 3.1564e-04 - acc: 0.999 - ETA: 2s - loss: 4.9995e-04 - acc: 0.999 - ETA: 2s - loss: 4.9025e-04 - acc: 0.999 - ETA: 2s - loss: 4.7785e-04 - acc: 0.999 - ETA: 2s - loss: 4.6606e-04 - acc: 0.999 - ETA: 2s - loss: 4.5769e-04 - acc: 0.999 - ETA: 2s - loss: 4.4952e-04 - acc: 0.999 - ETA: 2s - loss: 4.3907e-04 - acc: 0.999 - ETA: 2s - loss: 9.6959e-04 - acc: 0.999 - ETA: 2s - loss: 9.4793e-04 - acc: 0.999 - ETA: 2s - loss: 9.3231e-04 - acc: 0.999 - ETA: 2s - loss: 9.1230e-04 - acc: 0.999 - ETA: 2s - loss: 8.9783e-04 - acc: 0.999 - ETA: 2s - loss: 8.8380e-04 - acc: 0.999 - ETA: 2s - loss: 8.6576e-04 - acc: 0.999 - ETA: 2s - loss: 8.5294e-04 - acc: 0.999 - ETA: 2s - loss: 8.4029e-04 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.9993 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - 5s 818us/step - loss: 0.0080 - acc: 0.9991 - val_loss: 1.6317 - val_acc: 0.8443 Epoch 01651: val_loss did not improve from 0.55729 Epoch 1652/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0496 - acc: 0.9875 - ETA: 5s - loss: 0.0283 - acc: 0.992 - ETA: 5s - loss: 0.0198 - acc: 0.995 - ETA: 5s - loss: 0.0142 - acc: 0.996 - ETA: 5s - loss: 0.0117 - acc: 0.997 - ETA: 4s - loss: 0.0094 - acc: 0.997 - ETA: 4s - loss: 0.0083 - acc: 0.997 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0048 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 817us/step - loss: 0.0089 - acc: 0.9990 - val_loss: 1.7201 - val_acc: 0.8407 Epoch 01652: val_loss did not improve from 0.55729 Epoch 1653/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4273e-07 - acc: 1.000 - ETA: 5s - loss: 1.7107e-07 - acc: 1.000 - ETA: 5s - loss: 1.6317e-07 - acc: 1.000 - ETA: 5s - loss: 1.4851e-07 - acc: 1.000 - ETA: 5s - loss: 1.4285e-07 - acc: 1.000 - ETA: 4s - loss: 1.5529e-07 - acc: 1.000 - ETA: 4s - loss: 5.2631e-07 - acc: 1.000 - ETA: 4s - loss: 4.6827e-07 - acc: 1.000 - ETA: 4s - loss: 0.0264 - acc: 0.9983 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0196 - acc: 0.998 - ETA: 0s - loss: 0.0193 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - 5s 820us/step - loss: 0.0168 - acc: 0.9987 - val_loss: 1.6219 - val_acc: 0.8455 Epoch 01653: val_loss did not improve from 0.55729 Epoch 1654/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2352e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 5.2751e-07 - acc: 1.000 - ETA: 5s - loss: 7.0136e-07 - acc: 1.000 - ETA: 5s - loss: 5.8493e-07 - acc: 1.000 - ETA: 5s - loss: 5.1062e-07 - acc: 1.000 - ETA: 5s - loss: 8.7125e-07 - acc: 1.000 - ETA: 5s - loss: 7.7725e-07 - acc: 1.000 - ETA: 5s - loss: 7.0457e-07 - acc: 1.000 - ETA: 4s - loss: 6.6702e-07 - acc: 1.000 - ETA: 4s - loss: 6.1868e-07 - acc: 1.000 - ETA: 4s - loss: 6.3344e-07 - acc: 1.000 - ETA: 4s - loss: 0.0197 - acc: 0.9988 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - 5s 822us/step - loss: 0.0140 - acc: 0.9987 - val_loss: 1.6676 - val_acc: 0.8395 Epoch 01654: val_loss did not improve from 0.55729 Epoch 1655/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 3.8222e-07 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 4s - loss: 8.1990e-04 - acc: 1.000 - ETA: 5s - loss: 6.8327e-04 - acc: 1.000 - ETA: 4s - loss: 5.8568e-04 - acc: 1.000 - ETA: 4s - loss: 0.0327 - acc: 0.9980 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 6s 828us/step - loss: 0.0099 - acc: 0.9990 - val_loss: 1.5518 - val_acc: 0.8515 Epoch 01655: val_loss did not improve from 0.55729 Epoch 1656/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.4424e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 3.0615e-07 - acc: 1.000 - ETA: 5s - loss: 3.2842e-07 - acc: 1.000 - ETA: 5s - loss: 3.0001e-07 - acc: 1.000 - ETA: 5s - loss: 2.7418e-07 - acc: 1.000 - ETA: 4s - loss: 3.1925e-07 - acc: 1.000 - ETA: 4s - loss: 2.9781e-07 - acc: 1.000 - ETA: 4s - loss: 2.8053e-07 - acc: 1.000 - ETA: 4s - loss: 3.4827e-07 - acc: 1.000 - ETA: 4s - loss: 3.3018e-07 - acc: 1.000 - ETA: 4s - loss: 6.2054e-05 - acc: 1.000 - ETA: 4s - loss: 5.6676e-05 - acc: 1.000 - ETA: 4s - loss: 5.3214e-05 - acc: 1.000 - ETA: 4s - loss: 5.0151e-05 - acc: 1.000 - ETA: 4s - loss: 4.7422e-05 - acc: 1.000 - ETA: 4s - loss: 4.5553e-05 - acc: 1.000 - ETA: 4s - loss: 4.2700e-05 - acc: 1.000 - ETA: 4s - loss: 4.1249e-05 - acc: 1.000 - ETA: 4s - loss: 3.9448e-05 - acc: 1.000 - ETA: 4s - loss: 3.7786e-05 - acc: 1.000 - ETA: 4s - loss: 3.6259e-05 - acc: 1.000 - ETA: 4s - loss: 3.4890e-05 - acc: 1.000 - ETA: 4s - loss: 3.3185e-05 - acc: 1.000 - ETA: 4s - loss: 3.2006e-05 - acc: 1.000 - ETA: 4s - loss: 3.0908e-05 - acc: 1.000 - ETA: 3s - loss: 2.9639e-05 - acc: 1.000 - ETA: 3s - loss: 2.8697e-05 - acc: 1.000 - ETA: 3s - loss: 0.0045 - acc: 0.9995 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 832us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.5972 - val_acc: 0.8491 Epoch 01656: val_loss did not improve from 0.55729 Epoch 1657/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.0361e-06 - acc: 1.000 - ETA: 5s - loss: 2.9305e-06 - acc: 1.000 - ETA: 5s - loss: 2.0949e-06 - acc: 1.000 - ETA: 5s - loss: 1.6403e-06 - acc: 1.000 - ETA: 5s - loss: 0.0504 - acc: 0.9969 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 6s 826us/step - loss: 0.0129 - acc: 0.9991 - val_loss: 1.5645 - val_acc: 0.8503 Epoch 01657: val_loss did not improve from 0.55729 Epoch 1658/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2500e-07 - acc: 1.000 - ETA: 5s - loss: 1.2446e-07 - acc: 1.000 - ETA: 5s - loss: 1.5398e-07 - acc: 1.000 - ETA: 4s - loss: 1.6689e-07 - acc: 1.000 - ETA: 4s - loss: 1.6228e-07 - acc: 1.000 - ETA: 4s - loss: 1.5736e-07 - acc: 1.000 - ETA: 4s - loss: 1.5434e-07 - acc: 1.000 - ETA: 4s - loss: 1.5100e-07 - acc: 1.000 - ETA: 4s - loss: 1.4934e-07 - acc: 1.000 - ETA: 4s - loss: 2.4457e-07 - acc: 1.000 - ETA: 4s - loss: 2.4284e-07 - acc: 1.000 - ETA: 4s - loss: 2.3609e-07 - acc: 1.000 - ETA: 4s - loss: 2.3020e-07 - acc: 1.000 - ETA: 4s - loss: 2.5073e-07 - acc: 1.000 - ETA: 4s - loss: 2.4457e-07 - acc: 1.000 - ETA: 4s - loss: 2.3896e-07 - acc: 1.000 - ETA: 4s - loss: 2.3382e-07 - acc: 1.000 - ETA: 4s - loss: 2.2944e-07 - acc: 1.000 - ETA: 4s - loss: 2.2509e-07 - acc: 1.000 - ETA: 4s - loss: 2.2107e-07 - acc: 1.000 - ETA: 4s - loss: 3.0482e-07 - acc: 1.000 - ETA: 4s - loss: 2.9834e-07 - acc: 1.000 - ETA: 3s - loss: 2.9231e-07 - acc: 1.000 - ETA: 3s - loss: 2.8666e-07 - acc: 1.000 - ETA: 3s - loss: 2.8137e-07 - acc: 1.000 - ETA: 3s - loss: 2.8349e-07 - acc: 1.000 - ETA: 3s - loss: 2.7907e-07 - acc: 1.000 - ETA: 3s - loss: 2.7450e-07 - acc: 1.000 - ETA: 3s - loss: 0.0074 - acc: 0.9995 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 6s 827us/step - loss: 0.0092 - acc: 0.9993 - val_loss: 1.5835 - val_acc: 0.8455 Epoch 01658: val_loss did not improve from 0.55729 Epoch 1659/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2094e-05 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 1.0000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.9629e-04 - acc: 1.000 - ETA: 4s - loss: 8.5398e-04 - acc: 1.000 - ETA: 4s - loss: 7.7135e-04 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 1.0000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 9.9635e-04 - acc: 1.000 - ETA: 4s - loss: 9.2842e-04 - acc: 1.000 - ETA: 4s - loss: 8.5106e-04 - acc: 1.000 - ETA: 4s - loss: 8.0101e-04 - acc: 1.000 - ETA: 4s - loss: 7.5651e-04 - acc: 1.000 - ETA: 4s - loss: 7.0435e-04 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9992 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 822us/step - loss: 0.0115 - acc: 0.9988 - val_loss: 1.6679 - val_acc: 0.8395 Epoch 01659: val_loss did not improve from 0.55729 Epoch 1660/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2100e-07 - acc: 1.000 - ETA: 5s - loss: 1.2033e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2875e-07 - acc: 1.000 - ETA: 5s - loss: 1.5679e-07 - acc: 1.000 - ETA: 4s - loss: 1.4996e-07 - acc: 1.000 - ETA: 4s - loss: 1.4627e-07 - acc: 1.000 - ETA: 4s - loss: 1.4891e-07 - acc: 1.000 - ETA: 4s - loss: 1.4612e-07 - acc: 1.000 - ETA: 4s - loss: 1.5911e-07 - acc: 1.000 - ETA: 4s - loss: 1.5604e-07 - acc: 1.000 - ETA: 4s - loss: 5.3428e-07 - acc: 1.000 - ETA: 4s - loss: 5.0721e-07 - acc: 1.000 - ETA: 4s - loss: 4.8374e-07 - acc: 1.000 - ETA: 4s - loss: 4.6311e-07 - acc: 1.000 - ETA: 4s - loss: 4.4852e-07 - acc: 1.000 - ETA: 4s - loss: 4.2830e-07 - acc: 1.000 - ETA: 4s - loss: 6.8880e-07 - acc: 1.000 - ETA: 4s - loss: 6.6329e-07 - acc: 1.000 - ETA: 4s - loss: 6.3621e-07 - acc: 1.000 - ETA: 4s - loss: 6.4062e-07 - acc: 1.000 - ETA: 4s - loss: 6.2456e-07 - acc: 1.000 - ETA: 3s - loss: 6.2831e-07 - acc: 1.000 - ETA: 3s - loss: 6.1012e-07 - acc: 1.000 - ETA: 3s - loss: 5.8916e-07 - acc: 1.000 - ETA: 3s - loss: 5.9113e-07 - acc: 1.000 - ETA: 3s - loss: 5.8253e-07 - acc: 1.000 - ETA: 3s - loss: 0.0041 - acc: 0.9995 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 819us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6596 - val_acc: 0.8443 Epoch 01660: val_loss did not improve from 0.55729 Epoch 1661/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 0.0284 - acc: 0.9937 - ETA: 5s - loss: 0.0207 - acc: 0.995 - ETA: 5s - loss: 0.0162 - acc: 0.996 - ETA: 5s - loss: 0.0126 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 6s 827us/step - loss: 0.0143 - acc: 0.9984 - val_loss: 1.5729 - val_acc: 0.8467 Epoch 01661: val_loss did not improve from 0.55729 Epoch 1662/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 1.0528e-06 - acc: 1.000 - ETA: 5s - loss: 6.5269e-07 - acc: 1.000 - ETA: 5s - loss: 4.5870e-07 - acc: 1.000 - ETA: 4s - loss: 1.8326e-06 - acc: 1.000 - ETA: 5s - loss: 1.5470e-06 - acc: 1.000 - ETA: 4s - loss: 1.2874e-06 - acc: 1.000 - ETA: 4s - loss: 1.3599e-06 - acc: 1.000 - ETA: 4s - loss: 2.0268e-06 - acc: 1.000 - ETA: 4s - loss: 1.7930e-06 - acc: 1.000 - ETA: 4s - loss: 1.6504e-06 - acc: 1.000 - ETA: 4s - loss: 1.5295e-06 - acc: 1.000 - ETA: 4s - loss: 1.3954e-06 - acc: 1.000 - ETA: 4s - loss: 1.3152e-06 - acc: 1.000 - ETA: 4s - loss: 1.2180e-06 - acc: 1.000 - ETA: 4s - loss: 1.1546e-06 - acc: 1.000 - ETA: 4s - loss: 1.0807e-06 - acc: 1.000 - ETA: 4s - loss: 1.0343e-06 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9992 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - 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acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0187 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - 5s 818us/step - loss: 0.0169 - acc: 0.9985 - val_loss: 1.5784 - val_acc: 0.8491 Epoch 01662: val_loss did not improve from 0.55729 Epoch 1663/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.0789e-06 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 0s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 5s 815us/step - loss: 0.0148 - acc: 0.9987 - val_loss: 1.6745 - val_acc: 0.8467 Epoch 01663: val_loss did not improve from 0.55729 Epoch 1664/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.7145e-07 - acc: 1.000 - ETA: 5s - loss: 5.9122e-07 - acc: 1.000 - ETA: 5s - loss: 4.9554e-07 - acc: 1.000 - ETA: 5s - loss: 3.9916e-07 - acc: 1.000 - ETA: 5s - loss: 3.5416e-07 - acc: 1.000 - ETA: 5s - loss: 3.2386e-07 - acc: 1.000 - ETA: 4s - loss: 2.9219e-07 - acc: 1.000 - ETA: 4s - loss: 1.0185e-06 - acc: 1.000 - ETA: 4s - loss: 9.6072e-07 - acc: 1.000 - ETA: 4s - loss: 7.5803e-06 - acc: 1.000 - ETA: 4s - loss: 7.0071e-06 - acc: 1.000 - ETA: 4s - loss: 6.5152e-06 - acc: 1.000 - ETA: 4s - loss: 5.9740e-06 - acc: 1.000 - ETA: 4s - loss: 5.6331e-06 - acc: 1.000 - ETA: 4s - loss: 5.2174e-06 - acc: 1.000 - ETA: 4s - loss: 4.8912e-06 - acc: 1.000 - ETA: 4s - loss: 4.5907e-06 - acc: 1.000 - ETA: 4s - loss: 4.3812e-06 - acc: 1.000 - ETA: 4s - loss: 4.1305e-06 - acc: 1.000 - ETA: 4s - loss: 4.0277e-06 - acc: 1.000 - ETA: 4s - loss: 3.8220e-06 - acc: 1.000 - ETA: 4s - loss: 3.6828e-06 - acc: 1.000 - ETA: 3s - loss: 3.5116e-06 - acc: 1.000 - ETA: 3s - loss: 3.3939e-06 - acc: 1.000 - ETA: 3s - loss: 3.2507e-06 - acc: 1.000 - ETA: 3s - loss: 3.1496e-06 - acc: 1.000 - ETA: 3s - loss: 3.1637e-06 - acc: 1.000 - ETA: 3s - loss: 3.0751e-06 - acc: 1.000 - ETA: 3s - loss: 2.9641e-06 - acc: 1.000 - ETA: 3s - loss: 2.8843e-06 - acc: 1.000 - ETA: 3s - loss: 2.8095e-06 - acc: 1.000 - ETA: 3s - loss: 2.7156e-06 - acc: 1.000 - ETA: 3s - loss: 2.6278e-06 - acc: 1.000 - ETA: 3s - loss: 2.5663e-06 - acc: 1.000 - ETA: 3s - loss: 2.5071e-06 - acc: 1.000 - ETA: 3s - loss: 2.4368e-06 - acc: 1.000 - ETA: 3s - loss: 2.4163e-06 - acc: 1.000 - ETA: 3s - loss: 2.3484e-06 - acc: 1.000 - ETA: 3s - loss: 2.2999e-06 - acc: 1.000 - ETA: 3s - loss: 2.2541e-06 - acc: 1.000 - ETA: 2s - loss: 2.2175e-06 - acc: 1.000 - ETA: 2s - loss: 2.1752e-06 - acc: 1.000 - ETA: 2s - loss: 2.1240e-06 - acc: 1.000 - ETA: 2s - loss: 2.0853e-06 - acc: 1.000 - ETA: 2s - loss: 2.0696e-06 - acc: 1.000 - ETA: 2s - loss: 2.0345e-06 - acc: 1.000 - ETA: 2s - loss: 1.9998e-06 - acc: 1.000 - ETA: 2s - loss: 1.9558e-06 - acc: 1.000 - ETA: 2s - loss: 1.9237e-06 - acc: 1.000 - ETA: 2s - loss: 1.8834e-06 - acc: 1.000 - ETA: 2s - loss: 1.8680e-06 - acc: 1.000 - ETA: 2s - loss: 1.8392e-06 - acc: 1.000 - ETA: 2s - loss: 1.8113e-06 - acc: 1.000 - ETA: 2s - loss: 1.7854e-06 - acc: 1.000 - ETA: 2s - loss: 1.7507e-06 - acc: 1.000 - ETA: 2s - loss: 1.7260e-06 - acc: 1.000 - ETA: 2s - loss: 1.7026e-06 - acc: 1.000 - ETA: 2s - loss: 1.6712e-06 - acc: 1.000 - ETA: 2s - loss: 1.6485e-06 - acc: 1.000 - ETA: 1s - loss: 1.6264e-06 - acc: 1.000 - ETA: 1s - loss: 1.5999e-06 - acc: 1.000 - ETA: 1s - loss: 1.6077e-06 - acc: 1.000 - ETA: 1s - loss: 1.7318e-06 - acc: 1.000 - ETA: 1s - loss: 1.7100e-06 - acc: 1.000 - ETA: 1s - loss: 1.6889e-06 - acc: 1.000 - ETA: 1s - loss: 1.6615e-06 - acc: 1.000 - ETA: 1s - loss: 2.1175e-06 - acc: 1.000 - ETA: 1s - loss: 2.0919e-06 - acc: 1.000 - ETA: 1s - loss: 2.0671e-06 - acc: 1.000 - ETA: 1s - loss: 2.0429e-06 - acc: 1.000 - ETA: 1s - loss: 2.0116e-06 - acc: 1.000 - ETA: 1s - loss: 1.9887e-06 - acc: 1.000 - ETA: 1s - loss: 1.9664e-06 - acc: 1.000 - ETA: 1s - loss: 1.9376e-06 - acc: 1.000 - ETA: 1s - loss: 2.0044e-06 - acc: 1.000 - ETA: 1s - loss: 0.0028 - acc: 0.9998 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 819us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5628 - val_acc: 0.8539 Epoch 01664: val_loss did not improve from 0.55729 Epoch 1665/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 5s 814us/step - loss: 0.0125 - acc: 0.9988 - val_loss: 1.6272 - val_acc: 0.8491 Epoch 01665: val_loss did not improve from 0.55729 Epoch 1666/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2091e-07 - acc: 1.000 - ETA: 5s - loss: 1.5140e-07 - acc: 1.000 - ETA: 5s - loss: 1.6647e-07 - acc: 1.000 - ETA: 5s - loss: 1.5813e-07 - acc: 1.000 - ETA: 4s - loss: 1.9698e-07 - acc: 1.000 - ETA: 4s - loss: 1.9049e-07 - acc: 1.000 - ETA: 4s - loss: 1.8367e-07 - acc: 1.000 - ETA: 4s - loss: 1.7593e-07 - acc: 1.000 - ETA: 4s - loss: 1.7320e-07 - acc: 1.000 - ETA: 4s - loss: 1.6883e-07 - acc: 1.000 - ETA: 4s - loss: 1.7707e-07 - acc: 1.000 - ETA: 4s - loss: 1.7299e-07 - acc: 1.000 - ETA: 4s - loss: 2.6928e-06 - acc: 1.000 - ETA: 4s - loss: 2.4961e-06 - acc: 1.000 - ETA: 4s - loss: 2.3665e-06 - acc: 1.000 - ETA: 4s - loss: 2.2141e-06 - acc: 1.000 - ETA: 4s - loss: 2.1129e-06 - acc: 1.000 - ETA: 4s - loss: 1.9921e-06 - acc: 1.000 - ETA: 4s - loss: 1.9107e-06 - acc: 1.000 - ETA: 4s - loss: 1.8125e-06 - acc: 1.000 - ETA: 4s - loss: 1.7509e-06 - acc: 1.000 - ETA: 4s - loss: 1.6889e-06 - acc: 1.000 - ETA: 3s - loss: 1.6166e-06 - acc: 1.000 - ETA: 3s - loss: 1.5643e-06 - acc: 1.000 - ETA: 3s - loss: 1.5149e-06 - acc: 1.000 - ETA: 3s - loss: 1.4716e-06 - acc: 1.000 - ETA: 3s - loss: 0.0080 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 815us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.6913 - val_acc: 0.8443 Epoch 01666: val_loss did not improve from 0.55729 Epoch 1667/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2111e-07 - acc: 1.000 - ETA: 5s - loss: 1.2602e-07 - acc: 1.000 - ETA: 5s - loss: 1.2699e-07 - acc: 1.000 - ETA: 4s - loss: 1.2588e-07 - acc: 1.000 - ETA: 4s - loss: 1.2629e-07 - acc: 1.000 - ETA: 4s - loss: 1.7945e-07 - acc: 1.000 - ETA: 4s - loss: 1.7708e-07 - acc: 1.000 - ETA: 4s - loss: 1.7047e-07 - acc: 1.000 - ETA: 4s - loss: 1.6642e-07 - acc: 1.000 - ETA: 4s - loss: 1.6319e-07 - acc: 1.000 - ETA: 4s - loss: 1.6232e-07 - acc: 1.000 - ETA: 4s - loss: 1.5963e-07 - acc: 1.000 - ETA: 4s - loss: 1.5737e-07 - acc: 1.000 - ETA: 4s - loss: 1.5459e-07 - acc: 1.000 - ETA: 4s - loss: 1.5276e-07 - acc: 1.000 - ETA: 4s - loss: 1.5069e-07 - acc: 1.000 - ETA: 4s - loss: 1.4924e-07 - acc: 1.000 - ETA: 4s - loss: 2.8323e-06 - acc: 1.000 - ETA: 4s - loss: 2.6815e-06 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9993 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0185 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 0s - loss: 0.0193 - acc: 0.998 - ETA: 0s - loss: 0.0191 - acc: 0.998 - ETA: 0s - loss: 0.0189 - acc: 0.998 - ETA: 0s - loss: 0.0186 - acc: 0.998 - ETA: 0s - loss: 0.0184 - acc: 0.998 - ETA: 0s - loss: 0.0182 - acc: 0.998 - ETA: 0s - loss: 0.0180 - acc: 0.998 - ETA: 0s - loss: 0.0178 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - 5s 818us/step - loss: 0.0157 - acc: 0.9985 - val_loss: 1.5916 - val_acc: 0.8443 Epoch 01667: val_loss did not improve from 0.55729 Epoch 1668/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 5.0634e-05 - acc: 1.000 - ETA: 5s - loss: 0.0538 - acc: 0.9967 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 819us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.6693 - val_acc: 0.8467 Epoch 01668: val_loss did not improve from 0.55729 Epoch 1669/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.0668e-06 - acc: 1.000 - ETA: 5s - loss: 5.2347e-06 - acc: 1.000 - ETA: 5s - loss: 3.7331e-06 - acc: 1.000 - ETA: 5s - loss: 2.7012e-06 - acc: 1.000 - ETA: 5s - loss: 2.2484e-06 - acc: 1.000 - ETA: 5s - loss: 1.9299e-06 - acc: 1.000 - ETA: 4s - loss: 1.6958e-06 - acc: 1.000 - ETA: 4s - loss: 1.5358e-06 - acc: 1.000 - ETA: 4s - loss: 1.4129e-06 - acc: 1.000 - ETA: 4s - loss: 1.2608e-06 - acc: 1.000 - ETA: 4s - loss: 1.2934e-06 - acc: 1.000 - ETA: 4s - loss: 1.2131e-06 - acc: 1.000 - ETA: 4s - loss: 1.1385e-06 - acc: 1.000 - ETA: 4s - loss: 1.0978e-06 - acc: 1.000 - ETA: 4s - loss: 1.0405e-06 - acc: 1.000 - ETA: 4s - loss: 9.7353e-07 - acc: 1.000 - ETA: 4s - loss: 1.1721e-06 - acc: 1.000 - ETA: 4s - loss: 1.1041e-06 - acc: 1.000 - ETA: 4s - loss: 1.0594e-06 - acc: 1.000 - ETA: 4s - loss: 1.0049e-06 - acc: 1.000 - ETA: 4s - loss: 9.6804e-07 - acc: 1.000 - ETA: 4s - loss: 9.2352e-07 - acc: 1.000 - ETA: 4s - loss: 3.8329e-06 - acc: 1.000 - ETA: 3s - loss: 3.6552e-06 - acc: 1.000 - ETA: 3s - loss: 3.5319e-06 - acc: 1.000 - ETA: 3s - loss: 4.0085e-06 - acc: 1.000 - ETA: 3s - loss: 3.8831e-06 - acc: 1.000 - ETA: 3s - loss: 3.7281e-06 - acc: 1.000 - ETA: 3s - loss: 3.6205e-06 - acc: 1.000 - ETA: 3s - loss: 3.5001e-06 - acc: 1.000 - ETA: 3s - loss: 3.4071e-06 - acc: 1.000 - ETA: 3s - loss: 3.3174e-06 - acc: 1.000 - ETA: 3s - loss: 3.2128e-06 - acc: 1.000 - ETA: 3s - loss: 3.1081e-06 - acc: 1.000 - ETA: 3s - loss: 3.0357e-06 - acc: 1.000 - ETA: 3s - loss: 2.9651e-06 - acc: 1.000 - ETA: 3s - loss: 2.9042e-06 - acc: 1.000 - ETA: 3s - loss: 0.0047 - acc: 0.9996 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 816us/step - loss: 0.0113 - acc: 0.9991 - val_loss: 1.5829 - val_acc: 0.8443 Epoch 01669: val_loss did not improve from 0.55729 Epoch 1670/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3544e-07 - acc: 1.000 - ETA: 4s - loss: 3.9757e-07 - acc: 1.000 - ETA: 5s - loss: 2.9318e-07 - acc: 1.000 - ETA: 4s - loss: 3.1069e-07 - acc: 1.000 - ETA: 4s - loss: 2.7239e-07 - acc: 1.000 - ETA: 4s - loss: 2.9567e-07 - acc: 1.000 - ETA: 4s - loss: 2.7188e-07 - acc: 1.000 - ETA: 4s - loss: 3.1769e-07 - acc: 1.000 - ETA: 4s - loss: 3.0501e-07 - acc: 1.000 - ETA: 4s - loss: 3.9302e-07 - acc: 1.000 - ETA: 4s - loss: 8.4059e-07 - acc: 1.000 - ETA: 4s - loss: 7.8724e-07 - acc: 1.000 - ETA: 4s - loss: 7.2621e-07 - acc: 1.000 - ETA: 4s - loss: 0.0124 - acc: 0.9989 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0058 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 818us/step - loss: 0.0128 - acc: 0.9985 - val_loss: 1.5383 - val_acc: 0.8503 Epoch 01670: val_loss did not improve from 0.55729 Epoch 1671/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 6.6802e-07 - acc: 1.000 - ETA: 5s - loss: 5.1018e-07 - acc: 1.000 - ETA: 5s - loss: 1.0904e-06 - acc: 1.000 - ETA: 5s - loss: 9.1902e-07 - acc: 1.000 - ETA: 4s - loss: 7.6668e-07 - acc: 1.000 - ETA: 4s - loss: 3.6836e-06 - acc: 1.000 - ETA: 4s - loss: 3.3227e-06 - acc: 1.000 - ETA: 4s - loss: 3.0141e-06 - acc: 1.000 - ETA: 4s - loss: 2.6862e-06 - acc: 1.000 - ETA: 4s - loss: 2.4836e-06 - acc: 1.000 - ETA: 4s - loss: 2.3106e-06 - acc: 1.000 - ETA: 4s - loss: 2.3822e-06 - acc: 1.000 - ETA: 4s - loss: 2.1999e-06 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 818us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.6166 - val_acc: 0.8443 Epoch 01671: val_loss did not improve from 0.55729 Epoch 1672/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.6822e-07 - acc: 1.000 - ETA: 5s - loss: 2.0904e-07 - acc: 1.000 - ETA: 5s - loss: 1.8396e-07 - acc: 1.000 - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 5s - loss: 1.8875e-07 - acc: 1.000 - ETA: 4s - loss: 1.8518e-07 - acc: 1.000 - ETA: 4s - loss: 1.7965e-07 - acc: 1.000 - ETA: 4s - loss: 1.7339e-07 - acc: 1.000 - ETA: 4s - loss: 1.9865e-07 - acc: 1.000 - ETA: 4s - loss: 1.9201e-07 - acc: 1.000 - ETA: 4s - loss: 1.9005e-07 - acc: 1.000 - ETA: 4s - loss: 1.8499e-07 - acc: 1.000 - ETA: 4s - loss: 3.5911e-06 - acc: 1.000 - ETA: 4s - loss: 3.3817e-06 - acc: 1.000 - ETA: 4s - loss: 3.1935e-06 - acc: 1.000 - ETA: 4s - loss: 2.9815e-06 - acc: 1.000 - ETA: 4s - loss: 2.8359e-06 - acc: 1.000 - ETA: 4s - loss: 2.6634e-06 - acc: 1.000 - ETA: 4s - loss: 2.5641e-06 - acc: 1.000 - ETA: 4s - loss: 2.4256e-06 - acc: 1.000 - ETA: 4s - loss: 2.3308e-06 - acc: 1.000 - ETA: 4s - loss: 2.2939e-06 - acc: 1.000 - ETA: 4s - loss: 2.1851e-06 - acc: 1.000 - ETA: 3s - loss: 2.1107e-06 - acc: 1.000 - ETA: 3s - loss: 2.0191e-06 - acc: 1.000 - ETA: 3s - loss: 1.9426e-06 - acc: 1.000 - ETA: 3s - loss: 1.8844e-06 - acc: 1.000 - ETA: 3s - loss: 1.8124e-06 - acc: 1.000 - ETA: 3s - loss: 1.7621e-06 - acc: 1.000 - ETA: 3s - loss: 1.7178e-06 - acc: 1.000 - ETA: 3s - loss: 1.6586e-06 - acc: 1.000 - ETA: 3s - loss: 7.5921e-06 - acc: 1.000 - ETA: 3s - loss: 7.3956e-06 - acc: 1.000 - ETA: 3s - loss: 8.6276e-06 - acc: 1.000 - ETA: 3s - loss: 8.4172e-06 - acc: 1.000 - ETA: 3s - loss: 8.9682e-06 - acc: 1.000 - ETA: 3s - loss: 8.7608e-06 - acc: 1.000 - ETA: 3s - loss: 8.5629e-06 - acc: 1.000 - ETA: 3s - loss: 8.3739e-06 - acc: 1.000 - ETA: 3s - loss: 8.1347e-06 - acc: 1.000 - ETA: 3s - loss: 7.9112e-06 - acc: 1.000 - ETA: 2s - loss: 7.7500e-06 - acc: 1.000 - ETA: 2s - loss: 7.5956e-06 - acc: 1.000 - ETA: 2s - loss: 7.4471e-06 - acc: 1.000 - ETA: 2s - loss: 7.3043e-06 - acc: 1.000 - ETA: 2s - loss: 7.1684e-06 - acc: 1.000 - ETA: 2s - loss: 0.0050 - acc: 0.9997 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 821us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5640 - val_acc: 0.8359 Epoch 01672: val_loss did not improve from 0.55729 Epoch 1673/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3198e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 2.0495e-07 - acc: 1.000 - ETA: 5s - loss: 1.9502e-07 - acc: 1.000 - ETA: 5s - loss: 2.4766e-07 - acc: 1.000 - ETA: 5s - loss: 2.9098e-06 - acc: 1.000 - ETA: 4s - loss: 2.4974e-06 - acc: 1.000 - ETA: 4s - loss: 2.2698e-06 - acc: 1.000 - ETA: 4s - loss: 2.0168e-06 - acc: 1.000 - ETA: 4s - loss: 1.8987e-06 - acc: 1.000 - ETA: 4s - loss: 0.0201 - acc: 0.9987 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 821us/step - loss: 0.0119 - acc: 0.9993 - val_loss: 1.6522 - val_acc: 0.8395 Epoch 01673: val_loss did not improve from 0.55729 Epoch 1674/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.1974e-07 - acc: 1.000 - ETA: 5s - loss: 3.0616e-06 - acc: 1.000 - ETA: 5s - loss: 2.2592e-06 - acc: 1.000 - ETA: 5s - loss: 1.9215e-06 - acc: 1.000 - ETA: 5s - loss: 0.0020 - acc: 0.9972 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6986e-04 - acc: 0.998 - ETA: 4s - loss: 8.7750e-04 - acc: 0.998 - ETA: 4s - loss: 8.1903e-04 - acc: 0.998 - ETA: 4s - loss: 7.5218e-04 - acc: 0.999 - ETA: 4s - loss: 7.0879e-04 - acc: 0.999 - ETA: 4s - loss: 6.9907e-04 - acc: 0.999 - ETA: 4s - loss: 6.5178e-04 - acc: 0.999 - ETA: 4s - loss: 6.2025e-04 - acc: 0.999 - ETA: 4s - loss: 5.9162e-04 - acc: 0.999 - ETA: 4s - loss: 5.6553e-04 - acc: 0.999 - ETA: 4s - loss: 5.3412e-04 - acc: 0.999 - ETA: 4s - loss: 5.1276e-04 - acc: 0.999 - ETA: 4s - loss: 4.9304e-04 - acc: 0.999 - ETA: 4s - loss: 4.6900e-04 - acc: 0.999 - ETA: 3s - loss: 4.5245e-04 - acc: 0.999 - ETA: 3s - loss: 4.3212e-04 - acc: 0.999 - ETA: 3s - loss: 4.1803e-04 - acc: 0.999 - ETA: 3s - loss: 4.0062e-04 - acc: 0.999 - ETA: 3s - loss: 3.8849e-04 - acc: 0.999 - ETA: 3s - loss: 3.7706e-04 - acc: 0.999 - ETA: 3s - loss: 3.6629e-04 - acc: 0.999 - ETA: 3s - loss: 3.5286e-04 - acc: 0.999 - ETA: 3s - loss: 3.4343e-04 - acc: 0.999 - ETA: 3s - loss: 3.3447e-04 - acc: 0.999 - ETA: 3s - loss: 3.2325e-04 - acc: 0.999 - ETA: 3s - loss: 3.1274e-04 - acc: 0.999 - ETA: 3s - loss: 3.0530e-04 - acc: 0.999 - ETA: 3s - loss: 2.9822e-04 - acc: 0.999 - ETA: 3s - loss: 2.8927e-04 - acc: 0.999 - ETA: 3s - loss: 2.8289e-04 - acc: 0.999 - ETA: 3s - loss: 2.7481e-04 - acc: 0.999 - ETA: 3s - loss: 2.6905e-04 - acc: 0.999 - ETA: 2s - loss: 2.6176e-04 - acc: 0.999 - ETA: 2s - loss: 2.5653e-04 - acc: 0.999 - ETA: 2s - loss: 2.4987e-04 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.9994 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 832us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.6493 - val_acc: 0.8419 Epoch 01674: val_loss did not improve from 0.55729 Epoch 1675/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2192e-07 - acc: 1.000 - ETA: 5s - loss: 1.2134e-07 - acc: 1.000 - ETA: 5s - loss: 1.2096e-07 - acc: 1.000 - ETA: 4s - loss: 1.2290e-07 - acc: 1.000 - ETA: 4s - loss: 1.4156e-07 - acc: 1.000 - ETA: 4s - loss: 1.4062e-07 - acc: 1.000 - ETA: 4s - loss: 1.4295e-07 - acc: 1.000 - ETA: 4s - loss: 1.6400e-07 - acc: 1.000 - ETA: 4s - loss: 1.6037e-07 - acc: 1.000 - ETA: 4s - loss: 1.5824e-07 - acc: 1.000 - ETA: 4s - loss: 1.5558e-07 - acc: 1.000 - ETA: 4s - loss: 1.5326e-07 - acc: 1.000 - ETA: 4s - loss: 1.5241e-07 - acc: 1.000 - ETA: 4s - loss: 1.4995e-07 - acc: 1.000 - ETA: 4s - loss: 1.4885e-07 - acc: 1.000 - ETA: 4s - loss: 1.5154e-07 - acc: 1.000 - ETA: 4s - loss: 1.5001e-07 - acc: 1.000 - ETA: 4s - loss: 1.4861e-07 - acc: 1.000 - ETA: 4s - loss: 1.4819e-07 - acc: 1.000 - ETA: 4s - loss: 1.4698e-07 - acc: 1.000 - ETA: 4s - loss: 1.4552e-07 - acc: 1.000 - ETA: 4s - loss: 1.4452e-07 - acc: 1.000 - ETA: 4s - loss: 1.4360e-07 - acc: 1.000 - ETA: 4s - loss: 3.8271e-07 - acc: 1.000 - ETA: 3s - loss: 3.7372e-07 - acc: 1.000 - ETA: 3s - loss: 3.7575e-07 - acc: 1.000 - ETA: 3s - loss: 3.6826e-07 - acc: 1.000 - ETA: 3s - loss: 3.6056e-07 - acc: 1.000 - ETA: 3s - loss: 3.5332e-07 - acc: 1.000 - ETA: 3s - loss: 3.4667e-07 - acc: 1.000 - ETA: 3s - loss: 3.3817e-07 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 0.9995 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 850us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5860 - val_acc: 0.8539 Epoch 01675: val_loss did not improve from 0.55729 Epoch 1676/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0531e-07 - acc: 1.000 - ETA: 5s - loss: 3.4571e-07 - acc: 1.000 - ETA: 5s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 2.0157e-07 - acc: 1.000 - ETA: 4s - loss: 3.1571e-07 - acc: 1.000 - ETA: 5s - loss: 2.8296e-07 - acc: 1.000 - ETA: 4s - loss: 2.6056e-07 - acc: 1.000 - ETA: 4s - loss: 2.4289e-07 - acc: 1.000 - ETA: 4s - loss: 2.2937e-07 - acc: 1.000 - ETA: 4s - loss: 2.8957e-07 - acc: 1.000 - ETA: 4s - loss: 2.7453e-07 - acc: 1.000 - ETA: 4s - loss: 9.1845e-06 - acc: 1.000 - ETA: 4s - loss: 8.5217e-06 - acc: 1.000 - ETA: 4s - loss: 1.0137e-05 - acc: 1.000 - ETA: 4s - loss: 9.5238e-06 - acc: 1.000 - ETA: 4s - loss: 9.0083e-06 - acc: 1.000 - ETA: 4s - loss: 8.3624e-06 - acc: 1.000 - ETA: 4s - loss: 7.9361e-06 - acc: 1.000 - ETA: 4s - loss: 7.5519e-06 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9992 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.998 - 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ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 6s 834us/step - loss: 0.0144 - acc: 0.9985 - val_loss: 1.5468 - val_acc: 0.8467 Epoch 01676: val_loss did not improve from 0.55729 Epoch 1677/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.4375e-07 - acc: 1.000 - ETA: 5s - loss: 5.1614e-07 - acc: 1.000 - ETA: 4s - loss: 3.9286e-04 - acc: 1.000 - ETA: 5s - loss: 3.3083e-04 - acc: 1.000 - ETA: 4s - loss: 0.0317 - acc: 0.9977 - ETA: 4s - loss: 0.0602 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0485 - acc: 0.996 - ETA: 4s - loss: 0.0442 - acc: 0.997 - ETA: 4s - loss: 0.0407 - acc: 0.997 - ETA: 4s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0321 - acc: 0.997 - ETA: 4s - loss: 0.0301 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0182 - 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acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - 6s 838us/step - loss: 0.0156 - acc: 0.9987 - val_loss: 1.6003 - val_acc: 0.8563 Epoch 01677: val_loss did not improve from 0.55729 Epoch 1678/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1979e-07 - acc: 1.000 - ETA: 5s - loss: 1.9632e-07 - acc: 1.000 - ETA: 5s - loss: 1.7385e-07 - acc: 1.000 - ETA: 5s - loss: 1.6292e-07 - acc: 1.000 - ETA: 5s - loss: 1.0347e-05 - acc: 1.000 - ETA: 5s - loss: 9.2146e-06 - acc: 1.000 - ETA: 4s - loss: 7.8765e-06 - acc: 1.000 - ETA: 4s - loss: 7.0454e-06 - acc: 1.000 - ETA: 4s - loss: 6.3751e-06 - acc: 1.000 - ETA: 4s - loss: 5.6603e-06 - acc: 1.000 - ETA: 4s - loss: 5.2229e-06 - acc: 1.000 - ETA: 4s - loss: 4.8494e-06 - acc: 1.000 - ETA: 4s - loss: 0.0098 - acc: 0.9989 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - 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ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 828us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.6352 - val_acc: 0.8455 Epoch 01678: val_loss did not improve from 0.55729 Epoch 1679/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.5855e-07 - acc: 1.000 - ETA: 5s - loss: 0.0888 - acc: 0.9937 - ETA: 5s - loss: 0.0646 - acc: 0.995 - ETA: 5s - loss: 0.0507 - acc: 0.996 - ETA: 5s - loss: 0.0395 - acc: 0.997 - ETA: 4s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0284 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0305 - acc: 0.996 - ETA: 4s - loss: 0.0279 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.997 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 5s 814us/step - loss: 0.0101 - acc: 0.9988 - val_loss: 1.6207 - val_acc: 0.8503 Epoch 01679: val_loss did not improve from 0.55729 Epoch 1680/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.9804e-07 - acc: 1.000 - ETA: 5s - loss: 1.8282e-05 - acc: 1.000 - ETA: 4s - loss: 1.3749e-05 - acc: 1.000 - ETA: 4s - loss: 1.1639e-05 - acc: 1.000 - ETA: 4s - loss: 1.0068e-05 - acc: 1.000 - ETA: 4s - loss: 8.5429e-06 - acc: 1.000 - ETA: 4s - loss: 7.4197e-06 - acc: 1.000 - ETA: 4s - loss: 6.6121e-06 - acc: 1.000 - ETA: 4s - loss: 0.0026 - acc: 0.9986 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.6968e-04 - acc: 0.999 - ETA: 3s - loss: 9.4202e-04 - acc: 0.999 - ETA: 3s - loss: 9.1562e-04 - acc: 0.999 - ETA: 3s - loss: 8.8263e-04 - acc: 0.999 - ETA: 3s - loss: 8.8041e-04 - acc: 0.999 - ETA: 3s - loss: 8.5813e-04 - acc: 0.999 - ETA: 3s - loss: 8.3000e-04 - acc: 0.999 - ETA: 3s - loss: 8.1008e-04 - acc: 0.999 - ETA: 3s - loss: 7.9123e-04 - acc: 0.999 - ETA: 3s - loss: 7.6726e-04 - acc: 0.999 - ETA: 3s - loss: 7.5031e-04 - acc: 0.999 - ETA: 3s - loss: 7.2872e-04 - acc: 0.999 - ETA: 3s - loss: 7.1334e-04 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.9993 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 811us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.5775 - val_acc: 0.8335 Epoch 01680: val_loss did not improve from 0.55729 Epoch 1681/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.6838e-06 - acc: 1.000 - ETA: 5s - loss: 2.9861e-06 - acc: 1.000 - ETA: 4s - loss: 2.7187e-06 - acc: 1.000 - ETA: 4s - loss: 2.2095e-06 - acc: 1.000 - ETA: 4s - loss: 3.9048e-06 - acc: 1.000 - ETA: 4s - loss: 1.0820e-05 - acc: 1.000 - ETA: 4s - loss: 1.3075e-05 - acc: 1.000 - ETA: 4s - loss: 1.2897e-05 - acc: 1.000 - ETA: 4s - loss: 1.1751e-05 - acc: 1.000 - ETA: 4s - loss: 1.0886e-05 - acc: 1.000 - ETA: 4s - loss: 9.9805e-06 - acc: 1.000 - ETA: 4s - loss: 9.2934e-06 - acc: 1.000 - ETA: 4s - loss: 8.6951e-06 - acc: 1.000 - ETA: 4s - loss: 8.1805e-06 - acc: 1.000 - ETA: 4s - loss: 1.5074e-05 - acc: 1.000 - ETA: 4s - loss: 1.4026e-05 - acc: 1.000 - ETA: 4s - loss: 1.3116e-05 - acc: 1.000 - ETA: 4s - loss: 1.2507e-05 - acc: 1.000 - ETA: 4s - loss: 1.1952e-05 - acc: 1.000 - ETA: 4s - loss: 1.1295e-05 - acc: 1.000 - ETA: 4s - loss: 1.0709e-05 - acc: 1.000 - ETA: 4s - loss: 1.0304e-05 - acc: 1.000 - ETA: 3s - loss: 0.0100 - acc: 0.9994 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 815us/step - loss: 0.0103 - acc: 0.9990 - val_loss: 1.5546 - val_acc: 0.8491 Epoch 01681: val_loss did not improve from 0.55729 Epoch 1682/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 7.7750e-07 - acc: 1.000 - ETA: 5s - loss: 0.0637 - acc: 0.9955 - ETA: 5s - loss: 0.0501 - acc: 0.996 - ETA: 5s - loss: 0.0390 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 819us/step - loss: 0.0132 - acc: 0.9987 - val_loss: 1.6295 - val_acc: 0.8503 Epoch 01682: val_loss did not improve from 0.55729 Epoch 1683/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3312e-07 - acc: 1.000 - ETA: 4s - loss: 2.7884e-07 - acc: 1.000 - ETA: 4s - loss: 2.5364e-07 - acc: 1.000 - ETA: 4s - loss: 2.3376e-07 - acc: 1.000 - ETA: 4s - loss: 9.6494e-07 - acc: 1.000 - ETA: 4s - loss: 0.0221 - acc: 0.9983 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 5s 821us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.5872 - val_acc: 0.8443 Epoch 01683: val_loss did not improve from 0.55729 Epoch 1684/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5034e-07 - acc: 1.000 - ETA: 5s - loss: 3.4124e-07 - acc: 1.000 - ETA: 5s - loss: 0.0978 - acc: 0.9937 - ETA: 5s - loss: 0.0712 - acc: 0.995 - ETA: 4s - loss: 0.0522 - acc: 0.996 - ETA: 5s - loss: 0.0435 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0270 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 813us/step - loss: 0.0149 - acc: 0.9987 - val_loss: 1.5458 - val_acc: 0.8431 Epoch 01684: val_loss did not improve from 0.55729 Epoch 1685/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.9223e-07 - acc: 1.000 - ETA: 5s - loss: 1.6727e-07 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0338 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 829us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.5966 - val_acc: 0.8503 Epoch 01685: val_loss did not improve from 0.55729 Epoch 1686/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.4193e-07 - acc: 1.000 - ETA: 5s - loss: 1.8505e-07 - acc: 1.000 - ETA: 5s - loss: 1.7981e-07 - acc: 1.000 - ETA: 5s - loss: 1.7269e-07 - acc: 1.000 - ETA: 4s - loss: 1.6310e-07 - acc: 1.000 - ETA: 4s - loss: 1.8454e-07 - acc: 1.000 - ETA: 4s - loss: 1.8626e-07 - acc: 1.000 - ETA: 4s - loss: 1.7863e-07 - acc: 1.000 - ETA: 4s - loss: 1.7353e-07 - acc: 1.000 - ETA: 4s - loss: 1.9524e-07 - acc: 1.000 - ETA: 4s - loss: 1.9123e-07 - acc: 1.000 - ETA: 4s - loss: 1.9922e-07 - acc: 1.000 - ETA: 4s - loss: 1.9432e-07 - acc: 1.000 - ETA: 4s - loss: 2.0867e-07 - acc: 1.000 - ETA: 4s - loss: 3.5889e-07 - acc: 1.000 - ETA: 4s - loss: 3.4264e-07 - acc: 1.000 - ETA: 4s - loss: 3.4345e-07 - acc: 1.000 - ETA: 4s - loss: 3.3206e-07 - acc: 1.000 - ETA: 4s - loss: 3.2007e-07 - acc: 1.000 - ETA: 4s - loss: 3.0936e-07 - acc: 1.000 - ETA: 4s - loss: 3.3383e-07 - acc: 1.000 - ETA: 4s - loss: 3.2589e-07 - acc: 1.000 - ETA: 4s - loss: 3.2120e-07 - acc: 1.000 - ETA: 3s - loss: 3.1732e-07 - acc: 1.000 - ETA: 3s - loss: 3.0946e-07 - acc: 1.000 - ETA: 3s - loss: 3.3433e-07 - acc: 1.000 - ETA: 3s - loss: 3.2780e-07 - acc: 1.000 - ETA: 3s - loss: 3.7219e-07 - acc: 1.000 - ETA: 3s - loss: 3.6489e-07 - acc: 1.000 - ETA: 3s - loss: 3.6824e-07 - acc: 1.000 - ETA: 3s - loss: 3.6169e-07 - acc: 1.000 - ETA: 3s - loss: 3.5581e-07 - acc: 1.000 - ETA: 3s - loss: 3.4779e-07 - acc: 1.000 - ETA: 3s - loss: 0.0048 - acc: 0.9996 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 6s 833us/step - loss: 0.0091 - acc: 0.9993 - val_loss: 1.5940 - val_acc: 0.8419 Epoch 01686: val_loss did not improve from 0.55729 Epoch 1687/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.3712e-06 - acc: 1.000 - ETA: 5s - loss: 2.5966e-06 - acc: 1.000 - ETA: 5s - loss: 1.8610e-06 - acc: 1.000 - ETA: 5s - loss: 1.5210e-06 - acc: 1.000 - ETA: 5s - loss: 1.5867e-06 - acc: 1.000 - ETA: 4s - loss: 1.3072e-06 - acc: 1.000 - ETA: 4s - loss: 1.1203e-06 - acc: 1.000 - ETA: 4s - loss: 1.0131e-06 - acc: 1.000 - ETA: 4s - loss: 9.2657e-07 - acc: 1.000 - ETA: 4s - loss: 9.2064e-07 - acc: 1.000 - ETA: 4s - loss: 9.3484e-07 - acc: 1.000 - ETA: 4s - loss: 8.5526e-07 - acc: 1.000 - ETA: 4s - loss: 8.0508e-07 - acc: 1.000 - ETA: 4s - loss: 7.5711e-07 - acc: 1.000 - ETA: 4s - loss: 0.0052 - acc: 0.9990 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 6s 835us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5212 - val_acc: 0.8491 Epoch 01687: val_loss did not improve from 0.55729 Epoch 1688/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1406e-05 - acc: 1.000 - ETA: 5s - loss: 5.7224e-06 - acc: 1.000 - ETA: 5s - loss: 3.3287e-06 - acc: 1.000 - ETA: 5s - loss: 2.3703e-06 - acc: 1.000 - ETA: 5s - loss: 5.6740e-04 - acc: 1.000 - ETA: 5s - loss: 4.3392e-04 - acc: 1.000 - ETA: 5s - loss: 3.6886e-04 - acc: 1.000 - ETA: 5s - loss: 3.2076e-04 - acc: 1.000 - ETA: 5s - loss: 2.8376e-04 - acc: 1.000 - ETA: 4s - loss: 2.5446e-04 - acc: 1.000 - ETA: 4s - loss: 2.3062e-04 - acc: 1.000 - ETA: 4s - loss: 2.0501e-04 - acc: 1.000 - ETA: 4s - loss: 1.8925e-04 - acc: 1.000 - ETA: 4s - loss: 1.7574e-04 - acc: 1.000 - ETA: 4s - loss: 1.6731e-04 - acc: 1.000 - ETA: 4s - loss: 1.5686e-04 - acc: 1.000 - ETA: 4s - loss: 1.4483e-04 - acc: 1.000 - ETA: 4s - loss: 1.3693e-04 - acc: 1.000 - ETA: 4s - loss: 1.2986e-04 - acc: 1.000 - ETA: 4s - loss: 1.2348e-04 - acc: 1.000 - ETA: 4s - loss: 1.1770e-04 - acc: 1.000 - ETA: 4s - loss: 0.0121 - acc: 0.9993 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 6s 843us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.5842 - val_acc: 0.8467 Epoch 01688: val_loss did not improve from 0.55729 Epoch 1689/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 2.1245e-07 - acc: 1.000 - ETA: 5s - loss: 1.8448e-07 - acc: 1.000 - ETA: 5s - loss: 1.7675e-07 - acc: 1.000 - ETA: 5s - loss: 1.6596e-07 - acc: 1.000 - ETA: 5s - loss: 5.7665e-04 - acc: 1.000 - ETA: 5s - loss: 4.9803e-04 - acc: 1.000 - ETA: 5s - loss: 4.3828e-04 - acc: 1.000 - ETA: 5s - loss: 3.7785e-04 - acc: 1.000 - ETA: 4s - loss: 3.3206e-04 - acc: 1.000 - ETA: 4s - loss: 2.9618e-04 - acc: 1.000 - ETA: 4s - loss: 3.6838e-04 - acc: 1.000 - ETA: 4s - loss: 3.4271e-04 - acc: 1.000 - ETA: 4s - loss: 3.2038e-04 - acc: 1.000 - ETA: 4s - loss: 4.6717e-04 - acc: 1.000 - ETA: 4s - loss: 0.0159 - acc: 0.9990 - ETA: 4s - loss: 0.0151 - acc: 0.999 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0136 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 6s 877us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.6013 - val_acc: 0.8419 Epoch 01689: val_loss did not improve from 0.55729 Epoch 1690/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 5.1641e-06 - acc: 1.000 - ETA: 6s - loss: 3.0088e-06 - acc: 1.000 - ETA: 5s - loss: 2.1464e-06 - acc: 1.000 - ETA: 5s - loss: 1.0851e-05 - acc: 1.000 - ETA: 5s - loss: 8.8467e-06 - acc: 1.000 - ETA: 5s - loss: 7.4696e-06 - acc: 1.000 - ETA: 5s - loss: 0.0366 - acc: 0.9977 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0218 - acc: 0.998 - ETA: 5s - loss: 0.0202 - acc: 0.998 - ETA: 5s - loss: 0.0188 - acc: 0.998 - ETA: 5s - loss: 0.0176 - acc: 0.998 - ETA: 5s - loss: 0.0165 - acc: 0.999 - ETA: 5s - loss: 0.0155 - acc: 0.999 - ETA: 5s - loss: 0.0147 - acc: 0.999 - ETA: 5s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 6s 879us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.6608 - val_acc: 0.8443 Epoch 01690: val_loss did not improve from 0.55729 Epoch 1691/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 0.0895 - acc: 0.9944 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0504 - acc: 0.996 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.997 - ETA: 4s - loss: 0.0207 - acc: 0.997 - ETA: 4s - loss: 0.0189 - acc: 0.997 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 4s - loss: 0.0294 - acc: 0.997 - ETA: 4s - loss: 0.0280 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0250 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - 5s 816us/step - loss: 0.0074 - acc: 0.9993 - val_loss: 1.5627 - val_acc: 0.8443 Epoch 01691: val_loss did not improve from 0.55729 Epoch 1692/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.4108e-07 - acc: 1.000 - ETA: 5s - loss: 2.2873e-07 - acc: 1.000 - ETA: 5s - loss: 2.0443e-06 - acc: 1.000 - ETA: 5s - loss: 1.4667e-06 - acc: 1.000 - ETA: 5s - loss: 1.2031e-06 - acc: 1.000 - ETA: 5s - loss: 1.0455e-06 - acc: 1.000 - ETA: 4s - loss: 9.1317e-07 - acc: 1.000 - ETA: 4s - loss: 7.8614e-07 - acc: 1.000 - ETA: 4s - loss: 7.1542e-07 - acc: 1.000 - ETA: 4s - loss: 6.4090e-07 - acc: 1.000 - ETA: 4s - loss: 5.9703e-07 - acc: 1.000 - ETA: 4s - loss: 5.4803e-07 - acc: 1.000 - ETA: 4s - loss: 5.1740e-07 - acc: 1.000 - ETA: 4s - loss: 4.9092e-07 - acc: 1.000 - ETA: 4s - loss: 4.6434e-07 - acc: 1.000 - ETA: 4s - loss: 4.5005e-07 - acc: 1.000 - ETA: 4s - loss: 4.2695e-07 - acc: 1.000 - ETA: 4s - loss: 1.9704e-06 - acc: 1.000 - ETA: 4s - loss: 1.8529e-06 - acc: 1.000 - ETA: 4s - loss: 1.7783e-06 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 5s 815us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.5908 - val_acc: 0.8479 Epoch 01692: val_loss did not improve from 0.55729 Epoch 1693/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9641e-04 - acc: 1.000 - ETA: 5s - loss: 4.9366e-05 - acc: 1.000 - ETA: 5s - loss: 2.8260e-05 - acc: 1.000 - ETA: 5s - loss: 1.9881e-05 - acc: 1.000 - ETA: 5s - loss: 1.5321e-05 - acc: 1.000 - ETA: 5s - loss: 1.2799e-05 - acc: 1.000 - ETA: 5s - loss: 5.6927e-04 - acc: 1.000 - ETA: 5s - loss: 4.7093e-04 - acc: 1.000 - ETA: 5s - loss: 4.0121e-04 - acc: 1.000 - ETA: 5s - loss: 3.6112e-04 - acc: 1.000 - ETA: 5s - loss: 3.2830e-04 - acc: 1.000 - ETA: 5s - loss: 3.0096e-04 - acc: 1.000 - ETA: 5s - loss: 2.8711e-04 - acc: 1.000 - ETA: 5s - loss: 2.6661e-04 - acc: 1.000 - ETA: 5s - loss: 2.4885e-04 - acc: 1.000 - ETA: 4s - loss: 2.3330e-04 - acc: 1.000 - ETA: 4s - loss: 2.2603e-04 - acc: 1.000 - ETA: 4s - loss: 2.0962e-04 - acc: 1.000 - ETA: 4s - loss: 1.9878e-04 - acc: 1.000 - ETA: 4s - loss: 1.8901e-04 - acc: 1.000 - ETA: 4s - loss: 1.7739e-04 - acc: 1.000 - ETA: 4s - loss: 1.6957e-04 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 6s 825us/step - loss: 0.0135 - acc: 0.9988 - val_loss: 1.5920 - val_acc: 0.8383 Epoch 01693: val_loss did not improve from 0.55729 Epoch 1694/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 2.6584e-07 - acc: 1.000 - ETA: 5s - loss: 2.0067e-07 - acc: 1.000 - ETA: 5s - loss: 1.8080e-07 - acc: 1.000 - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 4s - loss: 3.2093e-07 - acc: 1.000 - ETA: 4s - loss: 2.9342e-07 - acc: 1.000 - ETA: 4s - loss: 2.7843e-07 - acc: 1.000 - ETA: 4s - loss: 2.6195e-07 - acc: 1.000 - ETA: 4s - loss: 1.1351e-06 - acc: 1.000 - ETA: 4s - loss: 1.0758e-06 - acc: 1.000 - ETA: 4s - loss: 1.0130e-06 - acc: 1.000 - ETA: 4s - loss: 9.3841e-07 - acc: 1.000 - ETA: 4s - loss: 8.7110e-07 - acc: 1.000 - ETA: 4s - loss: 8.2599e-07 - acc: 1.000 - ETA: 4s - loss: 8.0116e-07 - acc: 1.000 - ETA: 4s - loss: 7.5446e-07 - acc: 1.000 - ETA: 4s - loss: 7.2269e-07 - acc: 1.000 - ETA: 4s - loss: 9.9438e-07 - acc: 1.000 - ETA: 4s - loss: 9.5519e-07 - acc: 1.000 - ETA: 4s - loss: 0.0031 - acc: 0.9993 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.998 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0050 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0061 - acc: 0.998 - ETA: 1s - loss: 0.0060 - acc: 0.998 - ETA: 1s - loss: 0.0059 - acc: 0.998 - ETA: 1s - loss: 0.0058 - acc: 0.998 - ETA: 1s - loss: 0.0057 - acc: 0.998 - ETA: 1s - loss: 0.0056 - acc: 0.998 - ETA: 1s - loss: 0.0055 - acc: 0.998 - ETA: 1s - loss: 0.0054 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 0s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 812us/step - loss: 0.0139 - acc: 0.9982 - val_loss: 1.5537 - val_acc: 0.8383 Epoch 01694: val_loss did not improve from 0.55729 Epoch 1695/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.4268e-07 - acc: 1.000 - ETA: 5s - loss: 2.3433e-06 - acc: 1.000 - ETA: 4s - loss: 2.2930e-06 - acc: 1.000 - ETA: 4s - loss: 0.0474 - acc: 0.9947 - ETA: 4s - loss: 0.0392 - acc: 0.995 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0220 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0188 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - 5s 812us/step - loss: 0.0107 - acc: 0.9987 - val_loss: 1.6589 - val_acc: 0.8335 Epoch 01695: val_loss did not improve from 0.55729 Epoch 1696/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0017 - acc: 1.000 - ETA: 5s - loss: 4.1347e-04 - acc: 1.000 - ETA: 5s - loss: 2.0761e-04 - acc: 1.000 - ETA: 5s - loss: 4.7236e-04 - acc: 1.000 - ETA: 4s - loss: 3.4644e-04 - acc: 1.000 - ETA: 5s - loss: 2.8872e-04 - acc: 1.000 - ETA: 4s - loss: 2.4750e-04 - acc: 1.000 - ETA: 4s - loss: 2.0858e-04 - acc: 1.000 - ETA: 4s - loss: 1.8625e-04 - acc: 1.000 - ETA: 4s - loss: 1.6823e-04 - acc: 1.000 - ETA: 4s - loss: 1.5340e-04 - acc: 1.000 - ETA: 4s - loss: 1.3728e-04 - acc: 1.000 - ETA: 4s - loss: 1.2731e-04 - acc: 1.000 - ETA: 4s - loss: 1.1864e-04 - acc: 1.000 - ETA: 4s - loss: 1.0890e-04 - acc: 1.000 - ETA: 4s - loss: 1.0250e-04 - acc: 1.000 - ETA: 4s - loss: 9.6832e-05 - acc: 1.000 - ETA: 4s - loss: 9.1742e-05 - acc: 1.000 - ETA: 4s - loss: 8.5734e-05 - acc: 1.000 - ETA: 4s - loss: 8.1721e-05 - acc: 1.000 - ETA: 4s - loss: 7.8068e-05 - acc: 1.000 - ETA: 4s - loss: 7.4973e-05 - acc: 1.000 - ETA: 4s - loss: 7.0949e-05 - acc: 1.000 - ETA: 4s - loss: 6.8190e-05 - acc: 1.000 - ETA: 4s - loss: 6.5638e-05 - acc: 1.000 - ETA: 4s - loss: 6.3270e-05 - acc: 1.000 - ETA: 3s - loss: 6.1068e-05 - acc: 1.000 - ETA: 3s - loss: 5.9281e-05 - acc: 1.000 - ETA: 3s - loss: 5.6736e-05 - acc: 1.000 - ETA: 3s - loss: 5.4995e-05 - acc: 1.000 - ETA: 3s - loss: 5.2823e-05 - acc: 1.000 - ETA: 3s - loss: 5.0851e-05 - acc: 1.000 - ETA: 3s - loss: 4.9428e-05 - acc: 1.000 - ETA: 3s - loss: 0.0021 - acc: 0.9995 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0014 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - 6s 851us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.5896 - val_acc: 0.8419 Epoch 01696: val_loss did not improve from 0.55729 Epoch 1697/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 7.1676e-07 - acc: 1.000 - ETA: 6s - loss: 4.6663e-07 - acc: 1.000 - ETA: 6s - loss: 5.1678e-07 - acc: 1.000 - ETA: 5s - loss: 4.2549e-07 - acc: 1.000 - ETA: 5s - loss: 4.3605e-07 - acc: 1.000 - ETA: 5s - loss: 4.2116e-07 - acc: 1.000 - ETA: 5s - loss: 6.1615e-07 - acc: 1.000 - ETA: 5s - loss: 5.5881e-07 - acc: 1.000 - ETA: 5s - loss: 5.1580e-07 - acc: 1.000 - ETA: 5s - loss: 4.6791e-07 - acc: 1.000 - ETA: 5s - loss: 4.4216e-07 - acc: 1.000 - ETA: 5s - loss: 4.5882e-07 - acc: 1.000 - ETA: 4s - loss: 4.3887e-07 - acc: 1.000 - ETA: 4s - loss: 4.1802e-07 - acc: 1.000 - ETA: 4s - loss: 2.0719e-05 - acc: 1.000 - ETA: 4s - loss: 1.9553e-05 - acc: 1.000 - ETA: 4s - loss: 1.8513e-05 - acc: 1.000 - ETA: 4s - loss: 1.7287e-05 - acc: 1.000 - ETA: 4s - loss: 1.6216e-05 - acc: 1.000 - ETA: 4s - loss: 1.5495e-05 - acc: 1.000 - ETA: 4s - loss: 1.4836e-05 - acc: 1.000 - ETA: 4s - loss: 1.4232e-05 - acc: 1.000 - ETA: 4s - loss: 1.3501e-05 - acc: 1.000 - ETA: 4s - loss: 1.2999e-05 - acc: 1.000 - ETA: 4s - loss: 1.3143e-05 - acc: 1.000 - ETA: 4s - loss: 1.2695e-05 - acc: 1.000 - ETA: 4s - loss: 1.2277e-05 - acc: 1.000 - ETA: 3s - loss: 1.1760e-05 - acc: 1.000 - ETA: 3s - loss: 1.1441e-05 - acc: 1.000 - ETA: 3s - loss: 1.1105e-05 - acc: 1.000 - ETA: 3s - loss: 1.0788e-05 - acc: 1.000 - ETA: 3s - loss: 1.0489e-05 - acc: 1.000 - ETA: 3s - loss: 1.0206e-05 - acc: 1.000 - ETA: 3s - loss: 9.9470e-06 - acc: 1.000 - ETA: 3s - loss: 9.7537e-06 - acc: 1.000 - ETA: 3s - loss: 9.5108e-06 - acc: 1.000 - ETA: 3s - loss: 0.0012 - acc: 0.9996 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.9033e-04 - acc: 0.999 - ETA: 3s - loss: 9.7035e-04 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.9993 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0028 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 1s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0027 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 6s 865us/step - loss: 0.0089 - acc: 0.9991 - val_loss: 1.6082 - val_acc: 0.8443 Epoch 01697: val_loss did not improve from 0.55729 Epoch 1698/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1905e-07 - acc: 1.000 - ETA: 5s - loss: 1.9182e-07 - acc: 1.000 - ETA: 5s - loss: 5.7456e-07 - acc: 1.000 - ETA: 5s - loss: 4.7420e-07 - acc: 1.000 - ETA: 5s - loss: 2.0443e-04 - acc: 1.000 - ETA: 5s - loss: 1.7991e-04 - acc: 1.000 - ETA: 5s - loss: 1.6065e-04 - acc: 1.000 - ETA: 4s - loss: 1.4511e-04 - acc: 1.000 - ETA: 4s - loss: 1.3232e-04 - acc: 1.000 - ETA: 4s - loss: 1.2160e-04 - acc: 1.000 - ETA: 4s - loss: 1.1249e-04 - acc: 1.000 - ETA: 4s - loss: 1.0467e-04 - acc: 1.000 - ETA: 4s - loss: 9.7850e-05 - acc: 1.000 - ETA: 4s - loss: 9.1867e-05 - acc: 1.000 - ETA: 4s - loss: 8.6574e-05 - acc: 1.000 - ETA: 4s - loss: 8.1859e-05 - acc: 1.000 - ETA: 4s - loss: 7.7635e-05 - acc: 1.000 - ETA: 4s - loss: 7.3824e-05 - acc: 1.000 - ETA: 4s - loss: 7.0369e-05 - acc: 1.000 - ETA: 4s - loss: 6.7225e-05 - acc: 1.000 - ETA: 4s - loss: 6.4350e-05 - acc: 1.000 - ETA: 4s - loss: 6.1717e-05 - acc: 1.000 - ETA: 4s - loss: 5.9285e-05 - acc: 1.000 - ETA: 4s - loss: 5.7038e-05 - acc: 1.000 - ETA: 4s - loss: 5.4956e-05 - acc: 1.000 - ETA: 4s - loss: 5.3021e-05 - acc: 1.000 - ETA: 4s - loss: 5.1221e-05 - acc: 1.000 - ETA: 4s - loss: 4.8999e-05 - acc: 1.000 - ETA: 3s - loss: 4.8800e-05 - acc: 1.000 - ETA: 3s - loss: 4.7310e-05 - acc: 1.000 - ETA: 3s - loss: 4.5570e-05 - acc: 1.000 - ETA: 3s - loss: 7.9568e-04 - acc: 0.999 - ETA: 3s - loss: 7.7414e-04 - acc: 0.999 - ETA: 3s - loss: 7.5359e-04 - acc: 0.999 - ETA: 3s - loss: 7.3376e-04 - acc: 0.999 - ETA: 3s - loss: 7.1495e-04 - acc: 0.999 - ETA: 3s - loss: 6.9758e-04 - acc: 0.999 - ETA: 3s - loss: 6.8057e-04 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.9992 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 857us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.6345 - val_acc: 0.8431 Epoch 01698: val_loss did not improve from 0.55729 Epoch 1699/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4529e-06 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9929 - ETA: 5s - loss: 0.0057 - acc: 0.995 - ETA: 5s - loss: 0.0389 - acc: 0.992 - ETA: 5s - loss: 0.0320 - acc: 0.994 - ETA: 5s - loss: 0.0272 - acc: 0.995 - ETA: 4s - loss: 0.0227 - acc: 0.995 - ETA: 4s - loss: 0.0202 - acc: 0.996 - ETA: 4s - loss: 0.0181 - acc: 0.996 - ETA: 4s - loss: 0.0160 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0136 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.997 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0233 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0247 - acc: 0.997 - ETA: 2s - loss: 0.0242 - acc: 0.997 - ETA: 2s - loss: 0.0238 - acc: 0.997 - ETA: 2s - loss: 0.0232 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - 6s 826us/step - loss: 0.0148 - acc: 0.9987 - val_loss: 1.5332 - val_acc: 0.8443 Epoch 01699: val_loss did not improve from 0.55729 Epoch 1700/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7583e-07 - acc: 1.000 - ETA: 5s - loss: 1.5412e-07 - acc: 1.000 - ETA: 5s - loss: 1.4143e-07 - acc: 1.000 - ETA: 5s - loss: 1.4050e-07 - acc: 1.000 - ETA: 5s - loss: 3.3925e-07 - acc: 1.000 - ETA: 4s - loss: 3.3705e-07 - acc: 1.000 - ETA: 4s - loss: 3.0995e-07 - acc: 1.000 - ETA: 4s - loss: 2.8525e-07 - acc: 1.000 - ETA: 4s - loss: 2.6478e-07 - acc: 1.000 - ETA: 4s - loss: 2.5230e-07 - acc: 1.000 - ETA: 4s - loss: 5.2196e-07 - acc: 1.000 - ETA: 4s - loss: 3.0492e-06 - acc: 1.000 - ETA: 4s - loss: 2.8545e-06 - acc: 1.000 - ETA: 4s - loss: 2.6312e-06 - acc: 1.000 - ETA: 4s - loss: 2.6963e-06 - acc: 1.000 - ETA: 4s - loss: 0.0037 - acc: 0.9991 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 819us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5246 - val_acc: 0.8515 Epoch 01700: val_loss did not improve from 0.55729 Epoch 1701/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.1355 - acc: 0.950 - ETA: 5s - loss: 0.0271 - acc: 0.990 - ETA: 5s - loss: 0.0151 - acc: 0.994 - ETA: 5s - loss: 0.0113 - acc: 0.995 - ETA: 4s - loss: 0.0085 - acc: 0.996 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0062 - acc: 0.997 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0037 - acc: 0.998 - ETA: 4s - loss: 0.0034 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.998 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 6s 826us/step - loss: 0.0111 - acc: 0.9988 - val_loss: 1.5608 - val_acc: 0.8563 Epoch 01701: val_loss did not improve from 0.55729 Epoch 1702/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.4645e-07 - acc: 1.000 - ETA: 5s - loss: 2.8908e-07 - acc: 1.000 - ETA: 5s - loss: 1.7732e-06 - acc: 1.000 - ETA: 5s - loss: 1.4405e-06 - acc: 1.000 - ETA: 5s - loss: 2.2396e-06 - acc: 1.000 - ETA: 4s - loss: 4.6088e-06 - acc: 1.000 - ETA: 4s - loss: 4.2422e-06 - acc: 1.000 - ETA: 4s - loss: 3.6684e-06 - acc: 1.000 - ETA: 4s - loss: 3.4698e-06 - acc: 1.000 - ETA: 4s - loss: 3.1743e-06 - acc: 1.000 - ETA: 4s - loss: 2.8569e-06 - acc: 1.000 - ETA: 4s - loss: 3.1858e-05 - acc: 1.000 - ETA: 4s - loss: 2.9038e-05 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9990 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.997 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0047 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0042 - acc: 0.998 - ETA: 3s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0040 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0083 - acc: 0.998 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 6s 825us/step - loss: 0.0117 - acc: 0.9988 - val_loss: 1.5489 - val_acc: 0.8467 Epoch 01702: val_loss did not improve from 0.55729 Epoch 1703/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.5717 - acc: 0.950 - ETA: 5s - loss: 0.1429 - acc: 0.987 - ETA: 5s - loss: 0.0817 - acc: 0.992 - ETA: 5s - loss: 0.0572 - acc: 0.995 - ETA: 5s - loss: 0.0613 - acc: 0.992 - ETA: 5s - loss: 0.0498 - acc: 0.993 - ETA: 5s - loss: 0.0398 - acc: 0.995 - ETA: 5s - loss: 0.0346 - acc: 0.995 - ETA: 5s - loss: 0.0307 - acc: 0.996 - ETA: 4s - loss: 0.0266 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0215 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.996 - ETA: 4s - loss: 0.0227 - acc: 0.996 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0205 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0186 - acc: 0.997 - ETA: 4s - loss: 0.0179 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0160 - acc: 0.997 - ETA: 3s - loss: 0.0153 - acc: 0.997 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - 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acc: 1.000 - ETA: 4s - loss: 1.8700e-06 - acc: 1.000 - ETA: 4s - loss: 8.2371e-06 - acc: 1.000 - ETA: 4s - loss: 8.0630e-06 - acc: 1.000 - ETA: 4s - loss: 7.6670e-06 - acc: 1.000 - ETA: 4s - loss: 7.1877e-06 - acc: 1.000 - ETA: 4s - loss: 7.5147e-06 - acc: 1.000 - ETA: 4s - loss: 7.1943e-06 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9993 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 6s 833us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.5425 - val_acc: 0.8539 Epoch 01704: val_loss did not improve from 0.55729 Epoch 1705/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0397 - acc: 0.996 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.997 - ETA: 4s - loss: 0.0297 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0259 - acc: 0.997 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0219 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.997 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - 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ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 825us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.5988 - val_acc: 0.8383 Epoch 01705: val_loss did not improve from 0.55729 Epoch 1706/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.2650e-07 - acc: 1.000 - ETA: 5s - loss: 2.7418e-07 - acc: 1.000 - ETA: 5s - loss: 2.1245e-07 - acc: 1.000 - ETA: 5s - loss: 2.5004e-07 - acc: 1.000 - ETA: 5s - loss: 2.2650e-07 - acc: 1.000 - ETA: 5s - loss: 2.0827e-07 - acc: 1.000 - ETA: 5s - loss: 1.9535e-07 - acc: 1.000 - ETA: 4s - loss: 2.6201e-07 - acc: 1.000 - ETA: 4s - loss: 0.0254 - acc: 0.9982 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0297 - acc: 0.998 - ETA: 4s - loss: 0.0281 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0372 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 3s - loss: 0.0341 - acc: 0.997 - ETA: 3s - loss: 0.0330 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0302 - acc: 0.997 - ETA: 3s - loss: 0.0290 - acc: 0.998 - ETA: 3s - loss: 0.0279 - acc: 0.998 - ETA: 3s - loss: 0.0343 - acc: 0.997 - ETA: 3s - loss: 0.0334 - acc: 0.997 - ETA: 3s - loss: 0.0323 - acc: 0.997 - ETA: 3s - loss: 0.0315 - acc: 0.997 - ETA: 3s - loss: 0.0304 - acc: 0.998 - ETA: 3s - loss: 0.0297 - acc: 0.998 - ETA: 3s - loss: 0.0288 - acc: 0.998 - ETA: 3s - loss: 0.0281 - acc: 0.998 - ETA: 3s - loss: 0.0275 - 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ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0152 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 5s 823us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.6220 - val_acc: 0.8443 Epoch 01706: val_loss did not improve from 0.55729 Epoch 1707/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8105e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - 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acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 819us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5308 - val_acc: 0.8635 Epoch 01707: val_loss did not improve from 0.55729 Epoch 1708/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3947e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.3610e-07 - acc: 1.000 - ETA: 5s - loss: 1.3272e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3384e-07 - acc: 1.000 - ETA: 4s - loss: 1.3208e-07 - acc: 1.000 - ETA: 4s - loss: 1.3134e-07 - acc: 1.000 - ETA: 4s - loss: 1.3029e-07 - acc: 1.000 - ETA: 4s - loss: 1.2934e-07 - acc: 1.000 - ETA: 4s - loss: 1.3335e-07 - acc: 1.000 - ETA: 4s - loss: 0.0045 - acc: 0.9988 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 817us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.6177 - val_acc: 0.8503 Epoch 01708: val_loss did not improve from 0.55729 Epoch 1709/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0091 - acc: 0.9875 - ETA: 5s - loss: 0.0046 - acc: 0.993 - ETA: 5s - loss: 0.0033 - acc: 0.995 - ETA: 4s - loss: 0.0024 - acc: 0.996 - ETA: 5s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0216 - acc: 0.997 - ETA: 4s - loss: 0.0201 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0035 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 6s 824us/step - loss: 0.0082 - acc: 0.9991 - val_loss: 1.5604 - val_acc: 0.8503 Epoch 01709: val_loss did not improve from 0.55729 Epoch 1710/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9521e-07 - acc: 1.000 - ETA: 5s - loss: 2.8824e-06 - acc: 1.000 - ETA: 5s - loss: 2.0800e-06 - acc: 1.000 - ETA: 5s - loss: 1.6325e-06 - acc: 1.000 - ETA: 5s - loss: 1.3488e-06 - acc: 1.000 - ETA: 5s - loss: 1.1592e-06 - acc: 1.000 - ETA: 5s - loss: 1.0214e-06 - acc: 1.000 - ETA: 5s - loss: 9.1865e-07 - acc: 1.000 - ETA: 5s - loss: 8.4449e-07 - acc: 1.000 - ETA: 5s - loss: 7.7517e-07 - acc: 1.000 - ETA: 5s - loss: 7.0284e-07 - acc: 1.000 - ETA: 4s - loss: 2.6296e-06 - acc: 1.000 - ETA: 4s - loss: 2.4868e-06 - acc: 1.000 - ETA: 4s - loss: 2.3290e-06 - acc: 1.000 - ETA: 4s - loss: 2.1486e-06 - acc: 1.000 - ETA: 4s - loss: 3.1661e-06 - acc: 1.000 - ETA: 4s - loss: 3.0008e-06 - acc: 1.000 - ETA: 4s - loss: 2.9658e-06 - acc: 1.000 - ETA: 4s - loss: 2.8264e-06 - acc: 1.000 - ETA: 4s - loss: 2.7198e-06 - acc: 1.000 - ETA: 4s - loss: 2.6049e-06 - acc: 1.000 - ETA: 4s - loss: 2.4985e-06 - acc: 1.000 - ETA: 4s - loss: 2.5303e-06 - acc: 1.000 - ETA: 4s - loss: 2.4351e-06 - acc: 1.000 - ETA: 4s - loss: 2.3690e-06 - acc: 1.000 - ETA: 4s - loss: 2.3529e-06 - acc: 1.000 - ETA: 4s - loss: 2.2748e-06 - acc: 1.000 - ETA: 4s - loss: 2.1792e-06 - acc: 1.000 - ETA: 4s - loss: 2.1136e-06 - acc: 1.000 - ETA: 4s - loss: 2.0507e-06 - acc: 1.000 - ETA: 3s - loss: 1.9727e-06 - acc: 1.000 - ETA: 3s - loss: 1.9183e-06 - acc: 1.000 - ETA: 3s - loss: 1.8683e-06 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 6s 841us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.5527 - val_acc: 0.8503 Epoch 01710: val_loss did not improve from 0.55729 Epoch 1711/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0759 - acc: 0.9937 - ETA: 5s - loss: 0.0690 - acc: 0.990 - ETA: 4s - loss: 0.0506 - acc: 0.993 - ETA: 5s - loss: 0.0422 - acc: 0.994 - ETA: 4s - loss: 0.0345 - acc: 0.995 - ETA: 4s - loss: 0.0304 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.996 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0195 - acc: 0.997 - ETA: 4s - loss: 0.0181 - acc: 0.997 - ETA: 4s - loss: 0.0515 - acc: 0.995 - ETA: 4s - loss: 0.0474 - acc: 0.996 - ETA: 4s - loss: 0.0447 - acc: 0.996 - ETA: 4s - loss: 0.0416 - acc: 0.996 - ETA: 4s - loss: 0.0395 - acc: 0.996 - ETA: 4s - loss: 0.0370 - acc: 0.996 - ETA: 4s - loss: 0.0354 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.997 - ETA: 3s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0279 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.997 - ETA: 3s - loss: 0.0247 - acc: 0.997 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0196 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0248 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 812us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.5957 - val_acc: 0.8431 Epoch 01711: val_loss did not improve from 0.55729 Epoch 1712/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.5535e-07 - acc: 1.000 - ETA: 5s - loss: 0.0595 - acc: 0.9929 - ETA: 5s - loss: 0.0417 - acc: 0.995 - ETA: 5s - loss: 0.0298 - acc: 0.996 - ETA: 5s - loss: 0.0719 - acc: 0.994 - ETA: 5s - loss: 0.0611 - acc: 0.995 - ETA: 4s - loss: 0.0509 - acc: 0.995 - ETA: 4s - loss: 0.0453 - acc: 0.996 - ETA: 4s - loss: 0.0408 - acc: 0.996 - ETA: 4s - loss: 0.0360 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0306 - acc: 0.997 - ETA: 4s - loss: 0.0278 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 817us/step - loss: 0.0100 - acc: 0.9988 - val_loss: 1.4174 - val_acc: 0.8611 Epoch 01712: val_loss did not improve from 0.55729 Epoch 1713/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 8.5480e-04 - acc: 1.000 - ETA: 5s - loss: 4.8851e-04 - acc: 1.000 - ETA: 5s - loss: 3.1092e-04 - acc: 1.000 - ETA: 5s - loss: 2.4592e-04 - acc: 1.000 - ETA: 5s - loss: 1.9301e-04 - acc: 1.000 - ETA: 4s - loss: 1.6549e-04 - acc: 1.000 - ETA: 4s - loss: 1.3917e-04 - acc: 1.000 - ETA: 4s - loss: 1.2430e-04 - acc: 1.000 - ETA: 4s - loss: 0.0253 - acc: 0.9984 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0383 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0268 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0240 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - 5s 813us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.4828 - val_acc: 0.8575 Epoch 01713: val_loss did not improve from 0.55729 Epoch 1714/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.0775 - acc: 0.9900 - ETA: 5s - loss: 0.0485 - acc: 0.993 - ETA: 5s - loss: 0.0352 - acc: 0.995 - ETA: 4s - loss: 0.0258 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 818us/step - loss: 0.0135 - acc: 0.9990 - val_loss: 1.3920 - val_acc: 0.8635 Epoch 01714: val_loss did not improve from 0.55729 Epoch 1715/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0415e-07 - acc: 1.000 - ETA: 5s - loss: 1.6317e-07 - acc: 1.000 - ETA: 5s - loss: 1.5118e-07 - acc: 1.000 - ETA: 5s - loss: 1.4643e-07 - acc: 1.000 - ETA: 5s - loss: 1.4189e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0163 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0239 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 818us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.4872 - val_acc: 0.8587 Epoch 01715: val_loss did not improve from 0.55729 Epoch 1716/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2842e-07 - acc: 1.000 - ETA: 5s - loss: 1.2835e-07 - acc: 1.000 - ETA: 4s - loss: 1.2705e-07 - acc: 1.000 - ETA: 4s - loss: 0.0160 - acc: 0.9978 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0099 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 815us/step - loss: 0.0126 - acc: 0.9987 - val_loss: 1.5294 - val_acc: 0.8491 Epoch 01716: val_loss did not improve from 0.55729 Epoch 1717/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4239e-06 - acc: 1.000 - ETA: 5s - loss: 2.9041e-06 - acc: 1.000 - ETA: 5s - loss: 2.1931e-06 - acc: 1.000 - ETA: 4s - loss: 1.6746e-06 - acc: 1.000 - ETA: 4s - loss: 1.4303e-06 - acc: 1.000 - ETA: 4s - loss: 1.2519e-06 - acc: 1.000 - ETA: 4s - loss: 1.0777e-06 - acc: 1.000 - ETA: 4s - loss: 1.5779e-06 - acc: 1.000 - ETA: 4s - loss: 1.4011e-06 - acc: 1.000 - ETA: 4s - loss: 1.2945e-06 - acc: 1.000 - ETA: 4s - loss: 0.0087 - acc: 0.9987 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0322 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 814us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.5803 - val_acc: 0.8479 Epoch 01717: val_loss did not improve from 0.55729 Epoch 1718/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2755e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 1.2418e-07 - acc: 1.000 - ETA: 4s - loss: 1.2358e-07 - acc: 1.000 - ETA: 4s - loss: 1.2282e-07 - acc: 1.000 - ETA: 4s - loss: 1.2273e-07 - acc: 1.000 - ETA: 4s - loss: 5.2206e-07 - acc: 1.000 - ETA: 4s - loss: 4.7060e-07 - acc: 1.000 - ETA: 4s - loss: 4.2801e-07 - acc: 1.000 - ETA: 4s - loss: 1.2207e-05 - acc: 1.000 - ETA: 4s - loss: 1.1277e-05 - acc: 1.000 - ETA: 4s - loss: 1.0240e-05 - acc: 1.000 - ETA: 4s - loss: 9.5807e-06 - acc: 1.000 - ETA: 4s - loss: 8.8268e-06 - acc: 1.000 - ETA: 4s - loss: 8.3357e-06 - acc: 1.000 - ETA: 4s - loss: 7.7591e-06 - acc: 1.000 - ETA: 4s - loss: 0.0095 - acc: 0.9992 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 816us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5510 - val_acc: 0.8503 Epoch 01718: val_loss did not improve from 0.55729 Epoch 1719/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.2624e-07 - acc: 1.000 - ETA: 5s - loss: 0.0306 - acc: 0.9955 - ETA: 5s - loss: 0.0257 - acc: 0.996 - ETA: 5s - loss: 0.0200 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0253 - acc: 0.997 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0177 - 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ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 819us/step - loss: 0.0126 - acc: 0.9987 - val_loss: 1.6049 - val_acc: 0.8467 Epoch 01719: val_loss did not improve from 0.55729 Epoch 1720/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 818us/step - loss: 0.0106 - acc: 0.9991 - val_loss: 1.5758 - val_acc: 0.8515 Epoch 01720: val_loss did not improve from 0.55729 Epoch 1721/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3249e-06 - acc: 1.000 - ETA: 5s - loss: 6.8502e-06 - acc: 1.000 - ETA: 5s - loss: 5.1163e-06 - acc: 1.000 - ETA: 4s - loss: 4.0642e-06 - acc: 1.000 - ETA: 4s - loss: 4.8271e-06 - acc: 1.000 - ETA: 4s - loss: 4.3058e-06 - acc: 1.000 - ETA: 4s - loss: 3.7301e-06 - acc: 1.000 - ETA: 4s - loss: 3.3918e-06 - acc: 1.000 - ETA: 4s - loss: 3.0314e-06 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 3s - loss: 0.0162 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0164 - acc: 0.999 - ETA: 2s - loss: 0.0159 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 817us/step - loss: 0.0105 - acc: 0.9993 - val_loss: 1.4761 - val_acc: 0.8467 Epoch 01721: val_loss did not improve from 0.55729 Epoch 1722/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2318e-07 - acc: 1.000 - ETA: 4s - loss: 1.2674e-07 - acc: 1.000 - ETA: 4s - loss: 1.2571e-07 - acc: 1.000 - ETA: 4s - loss: 4.1911e-06 - acc: 1.000 - ETA: 4s - loss: 3.8419e-06 - acc: 1.000 - ETA: 4s - loss: 3.7806e-06 - acc: 1.000 - ETA: 4s - loss: 3.5064e-06 - acc: 1.000 - ETA: 4s - loss: 3.2602e-06 - acc: 1.000 - ETA: 4s - loss: 3.0358e-06 - acc: 1.000 - ETA: 4s - loss: 0.0028 - acc: 0.9989 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.996 - ETA: 4s - loss: 0.0296 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.996 - ETA: 3s - loss: 0.0250 - acc: 0.996 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0201 - acc: 0.997 - ETA: 3s - loss: 0.0197 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.997 - ETA: 3s - loss: 0.0185 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0149 - acc: 0.997 - ETA: 3s - loss: 0.0146 - acc: 0.997 - ETA: 2s - loss: 0.0143 - acc: 0.997 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 5s 820us/step - loss: 0.0108 - acc: 0.9985 - val_loss: 1.5431 - val_acc: 0.8551 Epoch 01722: val_loss did not improve from 0.55729 Epoch 1723/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.2049e-07 - acc: 1.000 - ETA: 5s - loss: 1.4030e-06 - acc: 1.000 - ETA: 5s - loss: 0.0421 - acc: 0.9967 - ETA: 5s - loss: 0.0351 - acc: 0.997 - ETA: 5s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0328 - acc: 0.997 - ETA: 4s - loss: 0.0307 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0189 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0174 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - 5s 817us/step - loss: 0.0155 - acc: 0.9988 - val_loss: 1.6778 - val_acc: 0.8395 Epoch 01723: val_loss did not improve from 0.55729 Epoch 1724/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.0363 - acc: 0.950 - ETA: 5s - loss: 0.0073 - acc: 0.990 - ETA: 5s - loss: 0.0045 - acc: 0.993 - ETA: 5s - loss: 0.0030 - acc: 0.995 - ETA: 5s - loss: 0.0024 - acc: 0.996 - ETA: 5s - loss: 0.0020 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.997 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.996 - ETA: 4s - loss: 0.0224 - acc: 0.996 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.996 - ETA: 4s - loss: 0.0204 - acc: 0.996 - ETA: 4s - loss: 0.0191 - acc: 0.996 - ETA: 4s - loss: 0.0176 - acc: 0.997 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0157 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0139 - acc: 0.997 - ETA: 4s - loss: 0.0133 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0122 - acc: 0.997 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 821us/step - loss: 0.0137 - acc: 0.9987 - val_loss: 1.6067 - val_acc: 0.8503 Epoch 01724: val_loss did not improve from 0.55729 Epoch 1725/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.6300 - acc: 0.950 - ETA: 5s - loss: 0.1575 - acc: 0.987 - ETA: 5s - loss: 0.0900 - acc: 0.992 - ETA: 5s - loss: 0.0573 - acc: 0.995 - ETA: 5s - loss: 0.0450 - acc: 0.996 - ETA: 5s - loss: 0.0371 - acc: 0.997 - ETA: 4s - loss: 0.0300 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 817us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5986 - val_acc: 0.8551 Epoch 01725: val_loss did not improve from 0.55729 Epoch 1726/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6391e-07 - acc: 1.000 - ETA: 5s - loss: 2.6301e-07 - acc: 1.000 - ETA: 5s - loss: 0.0039 - acc: 0.9955 - ETA: 5s - loss: 0.0031 - acc: 0.996 - ETA: 5s - loss: 0.0024 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.4888e-04 - acc: 0.998 - ETA: 4s - loss: 9.3899e-04 - acc: 0.999 - ETA: 4s - loss: 8.8483e-04 - acc: 0.999 - ETA: 4s - loss: 8.2169e-04 - acc: 0.999 - ETA: 4s - loss: 7.7992e-04 - acc: 0.999 - ETA: 4s - loss: 7.3041e-04 - acc: 0.999 - ETA: 4s - loss: 6.9722e-04 - acc: 0.999 - ETA: 4s - loss: 6.5739e-04 - acc: 0.999 - ETA: 4s - loss: 6.3038e-04 - acc: 0.999 - ETA: 4s - loss: 5.9765e-04 - acc: 0.999 - ETA: 3s - loss: 5.6818e-04 - acc: 0.999 - ETA: 3s - loss: 5.4850e-04 - acc: 0.999 - ETA: 3s - loss: 5.2358e-04 - acc: 0.999 - ETA: 3s - loss: 5.0632e-04 - acc: 0.999 - ETA: 3s - loss: 4.8501e-04 - acc: 0.999 - ETA: 3s - loss: 4.7017e-04 - acc: 0.999 - ETA: 3s - loss: 4.5173e-04 - acc: 0.999 - ETA: 3s - loss: 4.3469e-04 - acc: 0.999 - ETA: 3s - loss: 4.2273e-04 - acc: 0.999 - ETA: 3s - loss: 4.0781e-04 - acc: 0.999 - ETA: 3s - loss: 3.9387e-04 - acc: 0.999 - ETA: 3s - loss: 3.8403e-04 - acc: 0.999 - ETA: 3s - loss: 3.7467e-04 - acc: 0.999 - ETA: 3s - loss: 3.6287e-04 - acc: 0.999 - ETA: 3s - loss: 3.5179e-04 - acc: 0.999 - ETA: 3s - loss: 3.4392e-04 - acc: 0.999 - ETA: 3s - loss: 3.3639e-04 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.9993 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - 6s 824us/step - loss: 0.0073 - acc: 0.9994 - val_loss: 1.5833 - val_acc: 0.8503 Epoch 01726: val_loss did not improve from 0.55729 Epoch 1727/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3225e-06 - acc: 1.000 - ETA: 5s - loss: 1.5030e-06 - acc: 1.000 - ETA: 5s - loss: 4.0311e-06 - acc: 1.000 - ETA: 5s - loss: 6.0766e-06 - acc: 1.000 - ETA: 5s - loss: 5.0263e-06 - acc: 1.000 - ETA: 5s - loss: 4.2903e-06 - acc: 1.000 - ETA: 5s - loss: 0.0350 - acc: 0.9978 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.999 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.997 - ETA: 4s - loss: 0.0263 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 819us/step - loss: 0.0105 - acc: 0.9990 - val_loss: 1.6058 - val_acc: 0.8407 Epoch 01727: val_loss did not improve from 0.55729 Epoch 1728/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 2.9206e-07 - acc: 1.000 - ETA: 5s - loss: 2.4773e-07 - acc: 1.000 - ETA: 5s - loss: 3.5738e-07 - acc: 1.000 - ETA: 5s - loss: 0.0537 - acc: 0.9967 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0399 - acc: 0.996 - ETA: 4s - loss: 0.0357 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0256 - acc: 0.997 - ETA: 4s - loss: 0.0232 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 6s 824us/step - loss: 0.0113 - acc: 0.9988 - val_loss: 1.6983 - val_acc: 0.8431 Epoch 01728: val_loss did not improve from 0.55729 Epoch 1729/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0577 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0253 - acc: 0.998 - ETA: 4s - loss: 0.0239 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 6s 832us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.6072 - val_acc: 0.8467 Epoch 01729: val_loss did not improve from 0.55729 Epoch 1730/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3337e-07 - acc: 1.000 - ETA: 5s - loss: 1.2629e-07 - acc: 1.000 - ETA: 5s - loss: 1.2436e-07 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 6s 834us/step - loss: 0.0091 - acc: 0.9993 - val_loss: 1.6490 - val_acc: 0.8443 Epoch 01730: val_loss did not improve from 0.55729 Epoch 1731/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2398e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2165e-07 - acc: 1.000 - ETA: 5s - loss: 1.9563e-07 - acc: 1.000 - ETA: 5s - loss: 1.8320e-07 - acc: 1.000 - ETA: 5s - loss: 5.4934e-04 - acc: 1.000 - ETA: 5s - loss: 4.7771e-04 - acc: 1.000 - ETA: 5s - loss: 4.2261e-04 - acc: 1.000 - ETA: 5s - loss: 3.7890e-04 - acc: 1.000 - ETA: 5s - loss: 3.4339e-04 - acc: 1.000 - ETA: 4s - loss: 3.0525e-04 - acc: 1.000 - ETA: 4s - loss: 2.8178e-04 - acc: 1.000 - ETA: 4s - loss: 2.6167e-04 - acc: 1.000 - ETA: 4s - loss: 2.4423e-04 - acc: 1.000 - ETA: 4s - loss: 2.2456e-04 - acc: 1.000 - ETA: 4s - loss: 2.1161e-04 - acc: 1.000 - ETA: 4s - loss: 2.0008e-04 - acc: 1.000 - ETA: 4s - loss: 1.8652e-04 - acc: 1.000 - ETA: 4s - loss: 1.7750e-04 - acc: 1.000 - ETA: 4s - loss: 1.6932e-04 - acc: 1.000 - ETA: 4s - loss: 1.6185e-04 - acc: 1.000 - ETA: 4s - loss: 1.5566e-04 - acc: 1.000 - ETA: 4s - loss: 1.4936e-04 - acc: 1.000 - ETA: 4s - loss: 1.4174e-04 - acc: 1.000 - ETA: 4s - loss: 1.3483e-04 - acc: 1.000 - ETA: 4s - loss: 1.2857e-04 - acc: 1.000 - ETA: 4s - loss: 1.2424e-04 - acc: 1.000 - ETA: 3s - loss: 1.2019e-04 - acc: 1.000 - ETA: 3s - loss: 1.1640e-04 - acc: 1.000 - ETA: 3s - loss: 1.1284e-04 - acc: 1.000 - ETA: 3s - loss: 1.0958e-04 - acc: 1.000 - ETA: 3s - loss: 0.0049 - acc: 0.9995 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0031 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - 6s 851us/step - loss: 0.0076 - acc: 0.9991 - val_loss: 1.6283 - val_acc: 0.8419 Epoch 01731: val_loss did not improve from 0.55729 Epoch 1732/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3560e-07 - acc: 1.000 - ETA: 5s - loss: 1.2858e-07 - acc: 1.000 - ETA: 5s - loss: 1.2577e-07 - acc: 1.000 - ETA: 5s - loss: 1.2425e-07 - acc: 1.000 - ETA: 5s - loss: 1.3839e-07 - acc: 1.000 - ETA: 5s - loss: 4.9869e-06 - acc: 1.000 - ETA: 5s - loss: 4.3231e-06 - acc: 1.000 - ETA: 5s - loss: 3.8375e-06 - acc: 1.000 - ETA: 5s - loss: 3.5637e-06 - acc: 1.000 - ETA: 5s - loss: 3.2304e-06 - acc: 1.000 - ETA: 5s - loss: 0.0022 - acc: 0.9985 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0033 - acc: 0.997 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0028 - acc: 0.997 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.998 - ETA: 4s - loss: 0.0021 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.998 - ETA: 3s - loss: 0.0070 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0067 - acc: 0.998 - ETA: 3s - loss: 0.0065 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - 6s 913us/step - loss: 0.0084 - acc: 0.9990 - val_loss: 1.5492 - val_acc: 0.8455 Epoch 01732: val_loss did not improve from 0.55729 Epoch 1733/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1981e-07 - acc: 1.000 - ETA: 5s - loss: 1.3549e-07 - acc: 1.000 - ETA: 5s - loss: 6.4739e-06 - acc: 1.000 - ETA: 5s - loss: 6.4992e-06 - acc: 1.000 - ETA: 5s - loss: 5.6292e-06 - acc: 1.000 - ETA: 5s - loss: 4.9680e-06 - acc: 1.000 - ETA: 5s - loss: 4.4485e-06 - acc: 1.000 - ETA: 5s - loss: 4.0295e-06 - acc: 1.000 - ETA: 5s - loss: 3.6899e-06 - acc: 1.000 - ETA: 5s - loss: 3.4003e-06 - acc: 1.000 - ETA: 5s - loss: 3.1550e-06 - acc: 1.000 - ETA: 5s - loss: 2.9454e-06 - acc: 1.000 - ETA: 5s - loss: 2.8579e-06 - acc: 1.000 - ETA: 5s - loss: 2.6902e-06 - acc: 1.000 - ETA: 5s - loss: 2.5482e-06 - acc: 1.000 - ETA: 5s - loss: 2.4157e-06 - acc: 1.000 - ETA: 4s - loss: 2.3020e-06 - acc: 1.000 - ETA: 4s - loss: 2.1982e-06 - acc: 1.000 - ETA: 4s - loss: 4.9816e-05 - acc: 1.000 - ETA: 4s - loss: 4.7592e-05 - acc: 1.000 - ETA: 4s - loss: 4.5558e-05 - acc: 1.000 - ETA: 4s - loss: 4.3691e-05 - acc: 1.000 - ETA: 4s - loss: 4.1974e-05 - acc: 1.000 - ETA: 4s - loss: 4.0448e-05 - acc: 1.000 - ETA: 4s - loss: 3.8973e-05 - acc: 1.000 - ETA: 4s - loss: 3.7602e-05 - acc: 1.000 - ETA: 4s - loss: 0.0036 - acc: 0.9994 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - 6s 873us/step - loss: 0.0086 - acc: 0.9993 - val_loss: 1.4561 - val_acc: 0.8611 Epoch 01733: val_loss did not improve from 0.55729 Epoch 1734/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.3150e-07 - acc: 1.000 - ETA: 5s - loss: 3.6086e-07 - acc: 1.000 - ETA: 5s - loss: 3.1293e-07 - acc: 1.000 - ETA: 4s - loss: 2.7356e-07 - acc: 1.000 - ETA: 4s - loss: 2.5251e-07 - acc: 1.000 - ETA: 4s - loss: 4.7697e-07 - acc: 1.000 - ETA: 4s - loss: 4.3126e-07 - acc: 1.000 - ETA: 4s - loss: 4.0289e-07 - acc: 1.000 - ETA: 4s - loss: 4.5690e-07 - acc: 1.000 - ETA: 4s - loss: 1.1080e-06 - acc: 1.000 - ETA: 4s - loss: 1.2577e-06 - acc: 1.000 - ETA: 4s - loss: 0.0171 - acc: 0.9989 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 817us/step - loss: 0.0132 - acc: 0.9988 - val_loss: 1.4969 - val_acc: 0.8707 Epoch 01734: val_loss did not improve from 0.55729 Epoch 1735/2000 6680/6680 [==============================] - ETA: 6s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.1612 - acc: 0.990 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0413 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0350 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0435 - acc: 0.997 - ETA: 4s - loss: 0.0412 - acc: 0.997 - ETA: 4s - loss: 0.0392 - acc: 0.997 - ETA: 4s - loss: 0.0367 - acc: 0.997 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0318 - acc: 0.998 - ETA: 4s - loss: 0.0301 - acc: 0.998 - ETA: 3s - loss: 0.0290 - acc: 0.998 - ETA: 3s - loss: 0.0294 - acc: 0.997 - ETA: 3s - loss: 0.0284 - acc: 0.997 - ETA: 3s - loss: 0.0271 - acc: 0.997 - ETA: 3s - loss: 0.0263 - acc: 0.997 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0260 - acc: 0.998 - ETA: 3s - loss: 0.0254 - acc: 0.998 - ETA: 3s - loss: 0.0246 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0209 - 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ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 814us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.5842 - val_acc: 0.8467 Epoch 01735: val_loss did not improve from 0.55729 Epoch 1736/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 4.5411e-06 - acc: 1.000 - ETA: 5s - loss: 2.3302e-06 - acc: 1.000 - ETA: 5s - loss: 1.7272e-06 - acc: 1.000 - ETA: 4s - loss: 1.3042e-06 - acc: 1.000 - ETA: 5s - loss: 1.1067e-06 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9977 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0282 - acc: 0.997 - ETA: 4s - loss: 0.0268 - acc: 0.997 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 4s - loss: 0.0241 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 821us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.6539 - val_acc: 0.8479 Epoch 01736: val_loss did not improve from 0.55729 Epoch 1737/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.9093e-06 - acc: 1.000 - ETA: 5s - loss: 1.2455e-06 - acc: 1.000 - ETA: 5s - loss: 8.7005e-07 - acc: 1.000 - ETA: 5s - loss: 2.5999e-06 - acc: 1.000 - ETA: 5s - loss: 2.1865e-06 - acc: 1.000 - ETA: 5s - loss: 1.9085e-06 - acc: 1.000 - ETA: 5s - loss: 1.7864e-06 - acc: 1.000 - ETA: 4s - loss: 1.5507e-06 - acc: 1.000 - ETA: 4s - loss: 1.4121e-06 - acc: 1.000 - ETA: 4s - loss: 0.0032 - acc: 0.9986 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0011 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.999 - ETA: 3s - loss: 9.8954e-04 - acc: 0.999 - ETA: 3s - loss: 9.5628e-04 - acc: 0.999 - ETA: 3s - loss: 9.3277e-04 - acc: 0.999 - ETA: 3s - loss: 9.0316e-04 - acc: 0.999 - ETA: 3s - loss: 8.8216e-04 - acc: 0.999 - ETA: 3s - loss: 8.6211e-04 - acc: 0.999 - ETA: 3s - loss: 8.3676e-04 - acc: 0.999 - ETA: 3s - loss: 8.1870e-04 - acc: 0.999 - ETA: 3s - loss: 7.9581e-04 - acc: 0.999 - ETA: 3s - loss: 7.7946e-04 - acc: 0.999 - ETA: 2s - loss: 7.5867e-04 - acc: 0.999 - ETA: 2s - loss: 7.4380e-04 - acc: 0.999 - ETA: 2s - loss: 7.2950e-04 - acc: 0.999 - ETA: 2s - loss: 7.1127e-04 - acc: 0.999 - ETA: 2s - loss: 6.9392e-04 - acc: 0.999 - ETA: 2s - loss: 6.8146e-04 - acc: 0.999 - ETA: 2s - loss: 6.6943e-04 - acc: 0.999 - ETA: 2s - loss: 6.5783e-04 - acc: 0.999 - ETA: 2s - loss: 6.4662e-04 - acc: 0.999 - ETA: 2s - loss: 6.3579e-04 - acc: 0.999 - ETA: 2s - loss: 6.2531e-04 - acc: 0.999 - ETA: 2s - loss: 6.1186e-04 - acc: 0.999 - ETA: 2s - loss: 6.0215e-04 - acc: 0.999 - ETA: 2s - loss: 5.8968e-04 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.9995 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0071 - acc: 0.998 - ETA: 1s - loss: 0.0070 - acc: 0.998 - ETA: 1s - loss: 0.0069 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0068 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0066 - acc: 0.998 - ETA: 1s - loss: 0.0065 - acc: 0.998 - ETA: 1s - loss: 0.0064 - acc: 0.998 - ETA: 1s - loss: 0.0063 - acc: 0.998 - ETA: 1s - loss: 0.0062 - acc: 0.998 - ETA: 0s - loss: 0.0061 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.998 - ETA: 0s - loss: 0.0080 - acc: 0.998 - ETA: 0s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0078 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 822us/step - loss: 0.0114 - acc: 0.9987 - val_loss: 1.7083 - val_acc: 0.8419 Epoch 01737: val_loss did not improve from 0.55729 Epoch 1738/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.6491e-06 - acc: 1.000 - ETA: 5s - loss: 5.0174e-06 - acc: 1.000 - ETA: 5s - loss: 4.0425e-06 - acc: 1.000 - ETA: 5s - loss: 3.3908e-06 - acc: 1.000 - ETA: 4s - loss: 2.7959e-06 - acc: 1.000 - ETA: 4s - loss: 2.7613e-06 - acc: 1.000 - ETA: 4s - loss: 2.5365e-06 - acc: 1.000 - ETA: 4s - loss: 2.2435e-06 - acc: 1.000 - ETA: 4s - loss: 2.1271e-06 - acc: 1.000 - ETA: 4s - loss: 1.9263e-06 - acc: 1.000 - ETA: 4s - loss: 1.8002e-06 - acc: 1.000 - ETA: 4s - loss: 1.6701e-06 - acc: 1.000 - ETA: 4s - loss: 1.5771e-06 - acc: 1.000 - ETA: 4s - loss: 1.4709e-06 - acc: 1.000 - ETA: 4s - loss: 1.4327e-06 - acc: 1.000 - ETA: 4s - loss: 1.3672e-06 - acc: 1.000 - ETA: 4s - loss: 4.6608e-04 - acc: 1.000 - ETA: 4s - loss: 4.4522e-04 - acc: 1.000 - ETA: 4s - loss: 4.2032e-04 - acc: 1.000 - ETA: 4s - loss: 3.9791e-04 - acc: 1.000 - ETA: 4s - loss: 3.8262e-04 - acc: 1.000 - ETA: 3s - loss: 3.6396e-04 - acc: 1.000 - ETA: 3s - loss: 3.5113e-04 - acc: 1.000 - ETA: 3s - loss: 3.3535e-04 - acc: 1.000 - ETA: 3s - loss: 3.2495e-04 - acc: 1.000 - ETA: 3s - loss: 3.1471e-04 - acc: 1.000 - ETA: 3s - loss: 3.0508e-04 - acc: 1.000 - ETA: 3s - loss: 2.9315e-04 - acc: 1.000 - ETA: 3s - loss: 2.8477e-04 - acc: 1.000 - ETA: 3s - loss: 2.7433e-04 - acc: 1.000 - ETA: 3s - loss: 2.6698e-04 - acc: 1.000 - ETA: 3s - loss: 2.6004e-04 - acc: 1.000 - ETA: 3s - loss: 2.5344e-04 - acc: 1.000 - ETA: 3s - loss: 2.4716e-04 - acc: 1.000 - ETA: 3s - loss: 2.3989e-04 - acc: 1.000 - ETA: 3s - loss: 2.3428e-04 - acc: 1.000 - ETA: 3s - loss: 2.2727e-04 - acc: 1.000 - ETA: 3s - loss: 2.2059e-04 - acc: 1.000 - ETA: 3s - loss: 2.1430e-04 - acc: 1.000 - ETA: 3s - loss: 2.0980e-04 - acc: 1.000 - ETA: 2s - loss: 2.0549e-04 - acc: 1.000 - ETA: 2s - loss: 2.0002e-04 - acc: 1.000 - ETA: 2s - loss: 1.9611e-04 - acc: 1.000 - ETA: 2s - loss: 1.9163e-04 - acc: 1.000 - ETA: 2s - loss: 0.0048 - acc: 0.9997 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 818us/step - loss: 0.0131 - acc: 0.9990 - val_loss: 1.6933 - val_acc: 0.8431 Epoch 01738: val_loss did not improve from 0.55729 Epoch 1739/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-07 - acc: 1.000 - ETA: 5s - loss: 1.2877e-04 - acc: 1.000 - ETA: 5s - loss: 9.3682e-05 - acc: 1.000 - ETA: 4s - loss: 6.8733e-05 - acc: 1.000 - ETA: 5s - loss: 5.7342e-05 - acc: 1.000 - ETA: 4s - loss: 4.9168e-05 - acc: 1.000 - ETA: 4s - loss: 4.1359e-05 - acc: 1.000 - ETA: 4s - loss: 3.5673e-05 - acc: 1.000 - ETA: 4s - loss: 3.2340e-05 - acc: 1.000 - ETA: 4s - loss: 2.9656e-05 - acc: 1.000 - ETA: 4s - loss: 1.7768e-04 - acc: 1.000 - ETA: 4s - loss: 1.6500e-04 - acc: 1.000 - ETA: 4s - loss: 1.5066e-04 - acc: 1.000 - ETA: 4s - loss: 1.4145e-04 - acc: 1.000 - ETA: 4s - loss: 1.3078e-04 - acc: 1.000 - ETA: 4s - loss: 1.2378e-04 - acc: 1.000 - ETA: 4s - loss: 1.1557e-04 - acc: 1.000 - ETA: 4s - loss: 1.1007e-04 - acc: 1.000 - ETA: 4s - loss: 1.0351e-04 - acc: 1.000 - ETA: 4s - loss: 9.9080e-05 - acc: 1.000 - ETA: 4s - loss: 9.3732e-05 - acc: 1.000 - ETA: 4s - loss: 9.0085e-05 - acc: 1.000 - ETA: 4s - loss: 0.0093 - acc: 0.9994 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 5s 817us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.5613 - val_acc: 0.8503 Epoch 01739: val_loss did not improve from 0.55729 Epoch 1740/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.3948e-06 - acc: 1.000 - ETA: 5s - loss: 8.1736e-07 - acc: 1.000 - ETA: 5s - loss: 6.3075e-07 - acc: 1.000 - ETA: 4s - loss: 5.3845e-07 - acc: 1.000 - ETA: 5s - loss: 7.6362e-07 - acc: 1.000 - ETA: 4s - loss: 7.0633e-07 - acc: 1.000 - ETA: 4s - loss: 6.6032e-07 - acc: 1.000 - ETA: 4s - loss: 6.3265e-07 - acc: 1.000 - ETA: 4s - loss: 5.7113e-07 - acc: 1.000 - ETA: 4s - loss: 5.3347e-07 - acc: 1.000 - ETA: 4s - loss: 5.8138e-07 - acc: 1.000 - ETA: 4s - loss: 5.4914e-07 - acc: 1.000 - ETA: 4s - loss: 5.1306e-07 - acc: 1.000 - ETA: 4s - loss: 4.9127e-07 - acc: 1.000 - ETA: 4s - loss: 4.7032e-07 - acc: 1.000 - ETA: 4s - loss: 4.5152e-07 - acc: 1.000 - ETA: 4s - loss: 4.2936e-07 - acc: 1.000 - ETA: 4s - loss: 6.4169e-07 - acc: 1.000 - ETA: 4s - loss: 6.1784e-07 - acc: 1.000 - ETA: 4s - loss: 1.3039e-06 - acc: 1.000 - ETA: 4s - loss: 1.2687e-06 - acc: 1.000 - ETA: 4s - loss: 1.2247e-06 - acc: 1.000 - ETA: 4s - loss: 1.1845e-06 - acc: 1.000 - ETA: 3s - loss: 1.4488e-06 - acc: 1.000 - ETA: 3s - loss: 1.3906e-06 - acc: 1.000 - ETA: 3s - loss: 0.0088 - acc: 0.9995 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 818us/step - loss: 0.0110 - acc: 0.9993 - val_loss: 1.5850 - val_acc: 0.8467 Epoch 01740: val_loss did not improve from 0.55729 Epoch 1741/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8014e-07 - acc: 1.000 - ETA: 5s - loss: 1.5944e-07 - acc: 1.000 - ETA: 5s - loss: 8.2769e-07 - acc: 1.000 - ETA: 5s - loss: 5.7006e-07 - acc: 1.000 - ETA: 5s - loss: 4.7472e-07 - acc: 1.000 - ETA: 5s - loss: 3.9572e-07 - acc: 1.000 - ETA: 4s - loss: 0.0091 - acc: 0.9976 - ETA: 4s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.997 - ETA: 4s - loss: 0.0217 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.996 - ETA: 4s - loss: 0.0366 - acc: 0.996 - ETA: 4s - loss: 0.0335 - acc: 0.996 - ETA: 4s - loss: 0.0316 - acc: 0.997 - ETA: 4s - loss: 0.0293 - acc: 0.997 - ETA: 4s - loss: 0.0273 - acc: 0.997 - ETA: 4s - loss: 0.0260 - acc: 0.997 - ETA: 4s - loss: 0.0244 - acc: 0.997 - ETA: 4s - loss: 0.0233 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 816us/step - loss: 0.0122 - acc: 0.9988 - val_loss: 1.5086 - val_acc: 0.8443 Epoch 01741: val_loss did not improve from 0.55729 Epoch 1742/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.6899e-06 - acc: 1.000 - ETA: 5s - loss: 1.9041e-06 - acc: 1.000 - ETA: 5s - loss: 1.4195e-06 - acc: 1.000 - ETA: 5s - loss: 6.2151e-06 - acc: 1.000 - ETA: 5s - loss: 0.0448 - acc: 0.9972 - ETA: 5s - loss: 0.0384 - acc: 0.997 - ETA: 5s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - 5s 819us/step - loss: 0.0094 - acc: 0.9993 - val_loss: 1.6050 - val_acc: 0.8467 Epoch 01742: val_loss did not improve from 0.55729 Epoch 1743/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.9610e-07 - acc: 1.000 - ETA: 5s - loss: 2.0973e-07 - acc: 1.000 - ETA: 5s - loss: 1.8030e-07 - acc: 1.000 - ETA: 5s - loss: 1.6809e-07 - acc: 1.000 - ETA: 4s - loss: 1.8101e-07 - acc: 1.000 - ETA: 4s - loss: 5.6831e-07 - acc: 1.000 - ETA: 4s - loss: 4.9922e-07 - acc: 1.000 - ETA: 4s - loss: 2.7622e-05 - acc: 1.000 - ETA: 4s - loss: 2.4311e-05 - acc: 1.000 - ETA: 4s - loss: 2.3469e-05 - acc: 1.000 - ETA: 4s - loss: 2.1134e-05 - acc: 1.000 - ETA: 4s - loss: 1.9224e-05 - acc: 1.000 - ETA: 4s - loss: 1.8004e-05 - acc: 1.000 - ETA: 4s - loss: 1.6602e-05 - acc: 1.000 - ETA: 4s - loss: 1.5775e-05 - acc: 1.000 - ETA: 4s - loss: 6.1091e-04 - acc: 1.000 - ETA: 4s - loss: 5.8095e-04 - acc: 1.000 - ETA: 4s - loss: 5.5012e-04 - acc: 1.000 - ETA: 4s - loss: 5.1824e-04 - acc: 1.000 - ETA: 4s - loss: 4.9665e-04 - acc: 1.000 - ETA: 4s - loss: 4.7679e-04 - acc: 1.000 - ETA: 4s - loss: 4.5846e-04 - acc: 1.000 - ETA: 3s - loss: 4.3610e-04 - acc: 1.000 - ETA: 3s - loss: 4.2071e-04 - acc: 1.000 - ETA: 3s - loss: 4.0181e-04 - acc: 1.000 - ETA: 3s - loss: 3.8871e-04 - acc: 1.000 - ETA: 3s - loss: 3.7644e-04 - acc: 1.000 - ETA: 3s - loss: 3.6128e-04 - acc: 1.000 - ETA: 3s - loss: 3.5065e-04 - acc: 1.000 - ETA: 3s - loss: 3.3743e-04 - acc: 1.000 - ETA: 3s - loss: 3.2516e-04 - acc: 1.000 - ETA: 3s - loss: 3.1376e-04 - acc: 1.000 - ETA: 3s - loss: 3.0572e-04 - acc: 1.000 - ETA: 3s - loss: 2.9808e-04 - acc: 1.000 - ETA: 3s - loss: 2.8847e-04 - acc: 1.000 - ETA: 3s - loss: 2.8165e-04 - acc: 1.000 - ETA: 3s - loss: 3.2473e-04 - acc: 1.000 - ETA: 3s - loss: 0.0053 - acc: 0.9996 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 815us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.5135 - val_acc: 0.8563 Epoch 01743: val_loss did not improve from 0.55729 Epoch 1744/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2772e-07 - acc: 1.000 - ETA: 5s - loss: 1.4522e-07 - acc: 1.000 - ETA: 5s - loss: 1.4348e-07 - acc: 1.000 - ETA: 5s - loss: 1.3919e-07 - acc: 1.000 - ETA: 5s - loss: 5.3290e-07 - acc: 1.000 - ETA: 5s - loss: 4.6395e-07 - acc: 1.000 - ETA: 5s - loss: 4.9960e-07 - acc: 1.000 - ETA: 4s - loss: 4.6156e-07 - acc: 1.000 - ETA: 4s - loss: 5.3782e-07 - acc: 1.000 - ETA: 4s - loss: 4.9257e-07 - acc: 1.000 - ETA: 4s - loss: 4.6456e-07 - acc: 1.000 - ETA: 4s - loss: 4.4047e-07 - acc: 1.000 - ETA: 4s - loss: 4.2153e-07 - acc: 1.000 - ETA: 4s - loss: 4.0302e-07 - acc: 1.000 - ETA: 4s - loss: 3.8664e-07 - acc: 1.000 - ETA: 4s - loss: 3.6786e-07 - acc: 1.000 - ETA: 4s - loss: 3.5522e-07 - acc: 1.000 - ETA: 4s - loss: 3.7666e-07 - acc: 1.000 - ETA: 4s - loss: 3.6496e-07 - acc: 1.000 - ETA: 4s - loss: 3.5427e-07 - acc: 1.000 - ETA: 4s - loss: 3.4448e-07 - acc: 1.000 - ETA: 4s - loss: 3.4333e-07 - acc: 1.000 - ETA: 4s - loss: 3.3471e-07 - acc: 1.000 - ETA: 4s - loss: 3.3943e-07 - acc: 1.000 - ETA: 4s - loss: 4.1380e-07 - acc: 1.000 - ETA: 4s - loss: 4.0916e-07 - acc: 1.000 - ETA: 4s - loss: 2.8010e-06 - acc: 1.000 - ETA: 4s - loss: 2.7146e-06 - acc: 1.000 - ETA: 3s - loss: 2.6335e-06 - acc: 1.000 - ETA: 3s - loss: 2.5681e-06 - acc: 1.000 - ETA: 3s - loss: 2.4960e-06 - acc: 1.000 - ETA: 3s - loss: 3.2763e-06 - acc: 1.000 - ETA: 3s - loss: 5.0040e-05 - acc: 1.000 - ETA: 3s - loss: 4.8691e-05 - acc: 1.000 - ETA: 3s - loss: 4.8008e-05 - acc: 1.000 - ETA: 3s - loss: 4.7270e-05 - acc: 1.000 - ETA: 3s - loss: 4.6101e-05 - acc: 1.000 - ETA: 3s - loss: 4.4988e-05 - acc: 1.000 - ETA: 3s - loss: 4.3929e-05 - acc: 1.000 - ETA: 3s - loss: 4.2918e-05 - acc: 1.000 - ETA: 3s - loss: 4.1952e-05 - acc: 1.000 - ETA: 3s - loss: 4.1029e-05 - acc: 1.000 - ETA: 3s - loss: 4.0164e-05 - acc: 1.000 - ETA: 3s - loss: 3.9322e-05 - acc: 1.000 - ETA: 3s - loss: 3.8511e-05 - acc: 1.000 - ETA: 3s - loss: 3.7733e-05 - acc: 1.000 - ETA: 3s - loss: 3.6989e-05 - acc: 1.000 - ETA: 3s - loss: 0.0023 - acc: 0.9997 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 6s 881us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5870 - val_acc: 0.8395 Epoch 01744: val_loss did not improve from 0.55729 Epoch 1745/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4186e-06 - acc: 1.000 - ETA: 5s - loss: 4.9174e-07 - acc: 1.000 - ETA: 5s - loss: 4.1127e-07 - acc: 1.000 - ETA: 5s - loss: 4.2737e-07 - acc: 1.000 - ETA: 5s - loss: 3.6542e-07 - acc: 1.000 - ETA: 5s - loss: 3.1963e-07 - acc: 1.000 - ETA: 5s - loss: 5.2815e-05 - acc: 1.000 - ETA: 5s - loss: 4.5641e-05 - acc: 1.000 - ETA: 5s - loss: 4.0178e-05 - acc: 1.000 - ETA: 5s - loss: 7.8537e-04 - acc: 1.000 - ETA: 5s - loss: 7.0956e-04 - acc: 1.000 - ETA: 5s - loss: 6.4696e-04 - acc: 1.000 - ETA: 5s - loss: 5.9451e-04 - acc: 1.000 - ETA: 5s - loss: 5.4993e-04 - acc: 1.000 - ETA: 4s - loss: 5.1158e-04 - acc: 1.000 - ETA: 4s - loss: 4.7822e-04 - acc: 1.000 - ETA: 4s - loss: 4.4895e-04 - acc: 1.000 - ETA: 4s - loss: 4.2306e-04 - acc: 1.000 - ETA: 4s - loss: 4.0008e-04 - acc: 1.000 - ETA: 4s - loss: 3.7940e-04 - acc: 1.000 - ETA: 4s - loss: 3.6084e-04 - acc: 1.000 - ETA: 4s - loss: 3.4394e-04 - acc: 1.000 - ETA: 4s - loss: 3.2855e-04 - acc: 1.000 - ETA: 4s - loss: 3.1447e-04 - acc: 1.000 - ETA: 4s - loss: 3.0155e-04 - acc: 1.000 - ETA: 4s - loss: 2.9007e-04 - acc: 1.000 - ETA: 4s - loss: 2.7906e-04 - acc: 1.000 - ETA: 4s - loss: 2.6885e-04 - acc: 1.000 - ETA: 4s - loss: 2.5988e-04 - acc: 1.000 - ETA: 4s - loss: 2.5108e-04 - acc: 1.000 - ETA: 4s - loss: 6.7841e-04 - acc: 0.999 - ETA: 4s - loss: 6.5676e-04 - acc: 0.999 - ETA: 4s - loss: 6.3646e-04 - acc: 0.999 - ETA: 3s - loss: 6.1747e-04 - acc: 0.999 - ETA: 3s - loss: 5.9989e-04 - acc: 0.999 - ETA: 3s - loss: 5.8292e-04 - acc: 0.999 - ETA: 3s - loss: 5.6173e-04 - acc: 0.999 - ETA: 3s - loss: 5.4682e-04 - acc: 0.999 - ETA: 3s - loss: 5.3272e-04 - acc: 0.999 - ETA: 3s - loss: 5.2104e-04 - acc: 0.999 - ETA: 3s - loss: 5.0969e-04 - acc: 0.999 - ETA: 3s - loss: 4.9746e-04 - acc: 0.999 - ETA: 3s - loss: 0.0010 - acc: 0.9992 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0014 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.998 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0012 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0011 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.998 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 6s 862us/step - loss: 0.0091 - acc: 0.9988 - val_loss: 1.6099 - val_acc: 0.8467 Epoch 01745: val_loss did not improve from 0.55729 Epoch 1746/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.4561e-07 - acc: 1.000 - ETA: 5s - loss: 1.3769e-07 - acc: 1.000 - ETA: 5s - loss: 1.3801e-07 - acc: 1.000 - ETA: 5s - loss: 3.0960e-07 - acc: 1.000 - ETA: 5s - loss: 2.8193e-07 - acc: 1.000 - ETA: 5s - loss: 1.9067e-06 - acc: 1.000 - ETA: 5s - loss: 1.7004e-06 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - 6s 829us/step - loss: 0.0101 - acc: 0.9993 - val_loss: 1.5921 - val_acc: 0.8431 Epoch 01746: val_loss did not improve from 0.55729 Epoch 1747/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0994e-07 - acc: 1.000 - ETA: 5s - loss: 1.6689e-07 - acc: 1.000 - ETA: 5s - loss: 1.4646e-07 - acc: 1.000 - ETA: 5s - loss: 1.3828e-07 - acc: 1.000 - ETA: 5s - loss: 1.3434e-07 - acc: 1.000 - ETA: 5s - loss: 1.3150e-07 - acc: 1.000 - ETA: 5s - loss: 3.6002e-07 - acc: 1.000 - ETA: 5s - loss: 3.2861e-07 - acc: 1.000 - ETA: 4s - loss: 2.9781e-07 - acc: 1.000 - ETA: 4s - loss: 3.0896e-07 - acc: 1.000 - ETA: 4s - loss: 3.5842e-07 - acc: 1.000 - ETA: 4s - loss: 3.3919e-07 - acc: 1.000 - ETA: 4s - loss: 3.2269e-07 - acc: 1.000 - ETA: 4s - loss: 3.0501e-07 - acc: 1.000 - ETA: 4s - loss: 2.9543e-07 - acc: 1.000 - ETA: 4s - loss: 2.8710e-07 - acc: 1.000 - ETA: 4s - loss: 2.7866e-07 - acc: 1.000 - ETA: 4s - loss: 2.6766e-07 - acc: 1.000 - ETA: 4s - loss: 0.0033 - acc: 0.9992 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0017 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0016 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0015 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 821us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.5106 - val_acc: 0.8647 Epoch 01747: val_loss did not improve from 0.55729 Epoch 1748/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.5788e-04 - acc: 1.000 - ETA: 5s - loss: 1.4332e-04 - acc: 1.000 - ETA: 4s - loss: 9.9282e-05 - acc: 1.000 - ETA: 4s - loss: 8.0712e-05 - acc: 1.000 - ETA: 4s - loss: 6.4594e-05 - acc: 1.000 - ETA: 4s - loss: 5.6244e-05 - acc: 1.000 - ETA: 4s - loss: 4.7929e-05 - acc: 1.000 - ETA: 4s - loss: 4.3149e-05 - acc: 1.000 - ETA: 4s - loss: 3.8104e-05 - acc: 1.000 - ETA: 4s - loss: 3.5024e-05 - acc: 1.000 - ETA: 4s - loss: 3.1620e-05 - acc: 1.000 - ETA: 4s - loss: 2.9472e-05 - acc: 1.000 - ETA: 4s - loss: 2.7599e-05 - acc: 1.000 - ETA: 4s - loss: 2.5466e-05 - acc: 1.000 - ETA: 4s - loss: 2.3622e-05 - acc: 1.000 - ETA: 4s - loss: 2.2408e-05 - acc: 1.000 - ETA: 4s - loss: 2.0970e-05 - acc: 1.000 - ETA: 4s - loss: 2.0052e-05 - acc: 1.000 - ETA: 4s - loss: 1.8896e-05 - acc: 1.000 - ETA: 4s - loss: 1.8114e-05 - acc: 1.000 - ETA: 4s - loss: 1.7167e-05 - acc: 1.000 - ETA: 4s - loss: 1.6520e-05 - acc: 1.000 - ETA: 3s - loss: 1.5730e-05 - acc: 1.000 - ETA: 3s - loss: 0.0073 - acc: 0.9994 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 6s 828us/step - loss: 0.0109 - acc: 0.9990 - val_loss: 1.5956 - val_acc: 0.8491 Epoch 01748: val_loss did not improve from 0.55729 Epoch 1749/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2577e-07 - acc: 1.000 - ETA: 5s - loss: 1.3956e-06 - acc: 1.000 - ETA: 5s - loss: 0.0365 - acc: 0.9955 - ETA: 5s - loss: 0.0267 - acc: 0.996 - ETA: 5s - loss: 0.0223 - acc: 0.997 - ETA: 5s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 819us/step - loss: 0.0134 - acc: 0.9988 - val_loss: 1.5998 - val_acc: 0.8371 Epoch 01749: val_loss did not improve from 0.55729 Epoch 1750/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.6843e-07 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0273 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.999 - ETA: 3s - loss: 0.0161 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 818us/step - loss: 0.0106 - acc: 0.9993 - val_loss: 1.5491 - val_acc: 0.8527 Epoch 01750: val_loss did not improve from 0.55729 Epoch 1751/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3624e-07 - acc: 1.000 - ETA: 5s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.4986e-07 - acc: 1.000 - ETA: 5s - loss: 1.4445e-07 - acc: 1.000 - ETA: 4s - loss: 1.3965e-07 - acc: 1.000 - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 4s - loss: 1.3510e-07 - acc: 1.000 - ETA: 4s - loss: 1.3305e-07 - acc: 1.000 - ETA: 4s - loss: 2.1686e-07 - acc: 1.000 - ETA: 4s - loss: 2.2803e-07 - acc: 1.000 - ETA: 4s - loss: 2.1987e-07 - acc: 1.000 - ETA: 4s - loss: 2.2142e-07 - acc: 1.000 - ETA: 4s - loss: 2.1490e-07 - acc: 1.000 - ETA: 4s - loss: 2.0739e-07 - acc: 1.000 - ETA: 4s - loss: 2.0249e-07 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 0.9991 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - 6s 827us/step - loss: 0.0085 - acc: 0.9993 - val_loss: 1.4813 - val_acc: 0.8599 Epoch 01751: val_loss did not improve from 0.55729 Epoch 1752/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0106e-06 - acc: 1.000 - ETA: 5s - loss: 1.3014e-06 - acc: 1.000 - ETA: 5s - loss: 1.9724e-06 - acc: 1.000 - ETA: 5s - loss: 1.6017e-06 - acc: 1.000 - ETA: 5s - loss: 1.3547e-06 - acc: 1.000 - ETA: 4s - loss: 1.1302e-06 - acc: 1.000 - ETA: 4s - loss: 9.7693e-07 - acc: 1.000 - ETA: 4s - loss: 8.6256e-07 - acc: 1.000 - ETA: 4s - loss: 7.9634e-07 - acc: 1.000 - ETA: 4s - loss: 7.2354e-07 - acc: 1.000 - ETA: 4s - loss: 0.0202 - acc: 0.9987 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0344 - acc: 0.997 - ETA: 4s - loss: 0.0317 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0279 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0228 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.999 - ETA: 3s - loss: 0.0158 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - 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acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 817us/step - loss: 0.0105 - acc: 0.9993 - val_loss: 1.5304 - val_acc: 0.8515 Epoch 01752: val_loss did not improve from 0.55729 Epoch 1753/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.9550e-07 - acc: 1.000 - ETA: 5s - loss: 1.7732e-07 - acc: 1.000 - ETA: 5s - loss: 1.3217e-04 - acc: 1.000 - ETA: 5s - loss: 0.1076 - acc: 0.9933 - ETA: 4s - loss: 0.0849 - acc: 0.994 - ETA: 4s - loss: 0.0733 - acc: 0.995 - ETA: 4s - loss: 0.0621 - acc: 0.996 - ETA: 4s - loss: 0.0557 - acc: 0.996 - ETA: 4s - loss: 0.0489 - acc: 0.997 - ETA: 4s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0414 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0344 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0275 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - ETA: 3s - loss: 0.0252 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0237 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 5s 822us/step - loss: 0.0112 - acc: 0.9993 - val_loss: 1.5318 - val_acc: 0.8503 Epoch 01753: val_loss did not improve from 0.55729 Epoch 1754/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5795e-07 - acc: 1.000 - ETA: 5s - loss: 4.9919e-07 - acc: 1.000 - ETA: 5s - loss: 5.3730e-07 - acc: 1.000 - ETA: 5s - loss: 4.4270e-07 - acc: 1.000 - ETA: 5s - loss: 4.7386e-07 - acc: 1.000 - ETA: 5s - loss: 4.1127e-07 - acc: 1.000 - ETA: 5s - loss: 3.7030e-07 - acc: 1.000 - ETA: 5s - loss: 3.3755e-07 - acc: 1.000 - ETA: 5s - loss: 3.6416e-07 - acc: 1.000 - ETA: 4s - loss: 9.4943e-06 - acc: 1.000 - ETA: 4s - loss: 8.3918e-06 - acc: 1.000 - ETA: 4s - loss: 8.1879e-06 - acc: 1.000 - ETA: 4s - loss: 7.6562e-06 - acc: 1.000 - ETA: 4s - loss: 7.1445e-06 - acc: 1.000 - ETA: 4s - loss: 6.6961e-06 - acc: 1.000 - ETA: 4s - loss: 6.1803e-06 - acc: 1.000 - ETA: 4s - loss: 5.8791e-06 - acc: 1.000 - ETA: 4s - loss: 5.4820e-06 - acc: 1.000 - ETA: 4s - loss: 5.2196e-06 - acc: 1.000 - ETA: 4s - loss: 4.9813e-06 - acc: 1.000 - ETA: 4s - loss: 4.7636e-06 - acc: 1.000 - ETA: 4s - loss: 4.5023e-06 - acc: 1.000 - ETA: 4s - loss: 4.3702e-06 - acc: 1.000 - ETA: 4s - loss: 4.1557e-06 - acc: 1.000 - ETA: 4s - loss: 4.0063e-06 - acc: 1.000 - ETA: 3s - loss: 3.8234e-06 - acc: 1.000 - ETA: 3s - loss: 3.6977e-06 - acc: 1.000 - ETA: 3s - loss: 3.5429e-06 - acc: 1.000 - ETA: 3s - loss: 3.4347e-06 - acc: 1.000 - ETA: 3s - loss: 3.3745e-06 - acc: 1.000 - ETA: 3s - loss: 3.2942e-06 - acc: 1.000 - ETA: 3s - loss: 3.2088e-06 - acc: 1.000 - ETA: 3s - loss: 3.1230e-06 - acc: 1.000 - ETA: 3s - loss: 3.0192e-06 - acc: 1.000 - ETA: 3s - loss: 2.9192e-06 - acc: 1.000 - ETA: 3s - loss: 1.3156e-05 - acc: 1.000 - ETA: 3s - loss: 0.0122 - acc: 0.9992 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 819us/step - loss: 0.0097 - acc: 0.9993 - val_loss: 1.5594 - val_acc: 0.8575 Epoch 01754: val_loss did not improve from 0.55729 Epoch 1755/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7525e-06 - acc: 1.000 - ETA: 5s - loss: 1.0704e-06 - acc: 1.000 - ETA: 5s - loss: 1.2196e-06 - acc: 1.000 - ETA: 5s - loss: 1.0275e-06 - acc: 1.000 - ETA: 5s - loss: 8.1381e-07 - acc: 1.000 - ETA: 5s - loss: 7.2289e-07 - acc: 1.000 - ETA: 5s - loss: 6.5257e-07 - acc: 1.000 - ETA: 4s - loss: 6.0093e-07 - acc: 1.000 - ETA: 4s - loss: 0.0269 - acc: 0.9983 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 822us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.6134 - val_acc: 0.8431 Epoch 01755: val_loss did not improve from 0.55729 Epoch 1756/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4406e-07 - acc: 1.000 - ETA: 5s - loss: 3.1165e-07 - acc: 1.000 - ETA: 5s - loss: 2.4221e-07 - acc: 1.000 - ETA: 4s - loss: 2.1219e-07 - acc: 1.000 - ETA: 5s - loss: 2.5282e-07 - acc: 1.000 - ETA: 4s - loss: 2.4918e-05 - acc: 1.000 - ETA: 4s - loss: 2.1859e-05 - acc: 1.000 - ETA: 4s - loss: 1.8892e-05 - acc: 1.000 - ETA: 4s - loss: 1.7076e-05 - acc: 1.000 - ETA: 4s - loss: 1.5313e-05 - acc: 1.000 - ETA: 4s - loss: 1.3756e-05 - acc: 1.000 - ETA: 4s - loss: 1.2489e-05 - acc: 1.000 - ETA: 4s - loss: 1.1682e-05 - acc: 1.000 - ETA: 4s - loss: 1.0757e-05 - acc: 1.000 - ETA: 4s - loss: 1.0155e-05 - acc: 1.000 - ETA: 4s - loss: 9.5643e-06 - acc: 1.000 - ETA: 4s - loss: 9.0944e-06 - acc: 1.000 - ETA: 4s - loss: 8.5335e-06 - acc: 1.000 - ETA: 4s - loss: 8.1567e-06 - acc: 1.000 - ETA: 4s - loss: 7.8773e-06 - acc: 1.000 - ETA: 4s - loss: 7.4714e-06 - acc: 1.000 - ETA: 4s - loss: 7.1851e-06 - acc: 1.000 - ETA: 4s - loss: 6.9202e-06 - acc: 1.000 - ETA: 3s - loss: 6.5963e-06 - acc: 1.000 - ETA: 3s - loss: 0.0093 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0030 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0029 - acc: 0.999 - ETA: 0s - loss: 0.0028 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 5s 819us/step - loss: 0.0097 - acc: 0.9993 - val_loss: 1.6348 - val_acc: 0.8527 Epoch 01756: val_loss did not improve from 0.55729 Epoch 1757/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.4718e-07 - acc: 1.000 - ETA: 5s - loss: 4.2059e-07 - acc: 1.000 - ETA: 5s - loss: 4.2591e-07 - acc: 1.000 - ETA: 5s - loss: 3.6061e-07 - acc: 1.000 - ETA: 5s - loss: 3.1801e-07 - acc: 1.000 - ETA: 4s - loss: 2.8014e-07 - acc: 1.000 - ETA: 4s - loss: 2.5511e-07 - acc: 1.000 - ETA: 4s - loss: 2.4055e-07 - acc: 1.000 - ETA: 4s - loss: 2.2790e-07 - acc: 1.000 - ETA: 4s - loss: 2.1867e-07 - acc: 1.000 - ETA: 4s - loss: 5.5194e-07 - acc: 1.000 - ETA: 4s - loss: 5.2584e-07 - acc: 1.000 - ETA: 4s - loss: 4.9886e-07 - acc: 1.000 - ETA: 4s - loss: 4.6909e-07 - acc: 1.000 - ETA: 4s - loss: 4.4902e-07 - acc: 1.000 - ETA: 4s - loss: 4.3363e-07 - acc: 1.000 - ETA: 4s - loss: 7.3502e-07 - acc: 1.000 - ETA: 4s - loss: 7.0473e-07 - acc: 1.000 - ETA: 4s - loss: 6.8195e-07 - acc: 1.000 - ETA: 4s - loss: 6.5712e-07 - acc: 1.000 - ETA: 4s - loss: 6.3854e-07 - acc: 1.000 - ETA: 4s - loss: 6.3577e-07 - acc: 1.000 - ETA: 4s - loss: 6.1086e-07 - acc: 1.000 - ETA: 4s - loss: 5.9287e-07 - acc: 1.000 - ETA: 3s - loss: 5.8477e-07 - acc: 1.000 - ETA: 3s - loss: 5.7269e-07 - acc: 1.000 - ETA: 3s - loss: 5.5319e-07 - acc: 1.000 - ETA: 3s - loss: 5.3994e-07 - acc: 1.000 - ETA: 3s - loss: 5.2815e-07 - acc: 1.000 - ETA: 3s - loss: 5.1227e-07 - acc: 1.000 - ETA: 3s - loss: 4.9758e-07 - acc: 1.000 - ETA: 3s - loss: 4.8397e-07 - acc: 1.000 - ETA: 3s - loss: 4.7484e-07 - acc: 1.000 - ETA: 3s - loss: 5.9850e-07 - acc: 1.000 - ETA: 3s - loss: 1.3533e-06 - acc: 1.000 - ETA: 3s - loss: 1.3233e-06 - acc: 1.000 - ETA: 3s - loss: 1.2952e-06 - acc: 1.000 - ETA: 3s - loss: 1.2591e-06 - acc: 1.000 - ETA: 3s - loss: 1.4236e-06 - acc: 1.000 - ETA: 3s - loss: 1.3952e-06 - acc: 1.000 - ETA: 3s - loss: 1.3591e-06 - acc: 1.000 - ETA: 3s - loss: 1.3300e-06 - acc: 1.000 - ETA: 2s - loss: 1.3054e-06 - acc: 1.000 - ETA: 2s - loss: 1.2865e-06 - acc: 1.000 - ETA: 2s - loss: 1.2642e-06 - acc: 1.000 - ETA: 2s - loss: 1.2837e-06 - acc: 1.000 - ETA: 2s - loss: 1.2618e-06 - acc: 1.000 - ETA: 2s - loss: 1.2337e-06 - acc: 1.000 - ETA: 2s - loss: 1.2136e-06 - acc: 1.000 - ETA: 2s - loss: 1.1921e-06 - acc: 1.000 - ETA: 2s - loss: 1.2292e-06 - acc: 1.000 - ETA: 2s - loss: 1.2103e-06 - acc: 1.000 - ETA: 2s - loss: 1.2885e-06 - acc: 1.000 - ETA: 2s - loss: 1.2693e-06 - acc: 1.000 - ETA: 2s - loss: 1.2447e-06 - acc: 1.000 - ETA: 2s - loss: 1.2273e-06 - acc: 1.000 - ETA: 2s - loss: 1.2075e-06 - acc: 1.000 - ETA: 2s - loss: 1.1913e-06 - acc: 1.000 - ETA: 2s - loss: 1.1755e-06 - acc: 1.000 - ETA: 2s - loss: 1.1547e-06 - acc: 1.000 - ETA: 2s - loss: 1.1398e-06 - acc: 1.000 - ETA: 1s - loss: 1.1327e-06 - acc: 1.000 - ETA: 1s - loss: 1.1712e-06 - acc: 1.000 - ETA: 1s - loss: 1.1566e-06 - acc: 1.000 - ETA: 1s - loss: 1.1379e-06 - acc: 1.000 - ETA: 1s - loss: 1.1242e-06 - acc: 1.000 - ETA: 1s - loss: 1.1111e-06 - acc: 1.000 - ETA: 1s - loss: 1.0950e-06 - acc: 1.000 - ETA: 1s - loss: 1.0827e-06 - acc: 1.000 - ETA: 1s - loss: 1.0665e-06 - acc: 1.000 - ETA: 1s - loss: 0.0025 - acc: 0.9998 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 822us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.6325 - val_acc: 0.8443 Epoch 01757: val_loss did not improve from 0.55729 Epoch 1758/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.3794e-07 - acc: 1.000 - ETA: 5s - loss: 7.2161e-04 - acc: 1.000 - ETA: 5s - loss: 5.6702e-04 - acc: 1.000 - ETA: 5s - loss: 4.6746e-04 - acc: 1.000 - ETA: 4s - loss: 3.7845e-04 - acc: 1.000 - ETA: 4s - loss: 3.3119e-04 - acc: 1.000 - ETA: 4s - loss: 2.8390e-04 - acc: 1.000 - ETA: 4s - loss: 2.5662e-04 - acc: 1.000 - ETA: 4s - loss: 2.3400e-04 - acc: 1.000 - ETA: 4s - loss: 2.0938e-04 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9988 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.997 - ETA: 4s - loss: 0.0210 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0336 - acc: 0.996 - ETA: 3s - loss: 0.0323 - acc: 0.996 - ETA: 3s - loss: 0.0309 - acc: 0.996 - ETA: 3s - loss: 0.0298 - acc: 0.996 - ETA: 3s - loss: 0.0290 - acc: 0.996 - ETA: 3s - loss: 0.0278 - acc: 0.996 - ETA: 3s - loss: 0.0267 - acc: 0.997 - ETA: 3s - loss: 0.0259 - acc: 0.997 - ETA: 3s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0243 - acc: 0.997 - ETA: 3s - loss: 0.0234 - acc: 0.997 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0189 - acc: 0.997 - ETA: 2s - loss: 0.0185 - acc: 0.997 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 817us/step - loss: 0.0129 - acc: 0.9988 - val_loss: 1.5820 - val_acc: 0.8443 Epoch 01758: val_loss did not improve from 0.55729 Epoch 1759/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8030e-07 - acc: 1.000 - ETA: 5s - loss: 1.5412e-07 - acc: 1.000 - ETA: 5s - loss: 3.1985e-06 - acc: 1.000 - ETA: 5s - loss: 2.5698e-06 - acc: 1.000 - ETA: 5s - loss: 2.0254e-06 - acc: 1.000 - ETA: 4s - loss: 1.6793e-06 - acc: 1.000 - ETA: 4s - loss: 2.0850e-06 - acc: 1.000 - ETA: 4s - loss: 1.8865e-06 - acc: 1.000 - ETA: 4s - loss: 1.7208e-06 - acc: 1.000 - ETA: 4s - loss: 3.8944e-04 - acc: 1.000 - ETA: 4s - loss: 3.5949e-04 - acc: 1.000 - ETA: 4s - loss: 3.2606e-04 - acc: 1.000 - ETA: 4s - loss: 3.0481e-04 - acc: 1.000 - ETA: 4s - loss: 2.8896e-04 - acc: 1.000 - ETA: 4s - loss: 2.7231e-04 - acc: 1.000 - ETA: 4s - loss: 2.5319e-04 - acc: 1.000 - ETA: 4s - loss: 2.4032e-04 - acc: 1.000 - ETA: 4s - loss: 2.2870e-04 - acc: 1.000 - ETA: 4s - loss: 2.1484e-04 - acc: 1.000 - ETA: 4s - loss: 2.0758e-04 - acc: 1.000 - ETA: 4s - loss: 1.9906e-04 - acc: 1.000 - ETA: 4s - loss: 1.9121e-04 - acc: 1.000 - ETA: 4s - loss: 1.8165e-04 - acc: 1.000 - ETA: 3s - loss: 1.7510e-04 - acc: 1.000 - ETA: 3s - loss: 1.6706e-04 - acc: 1.000 - ETA: 3s - loss: 1.5975e-04 - acc: 1.000 - ETA: 3s - loss: 1.5465e-04 - acc: 1.000 - ETA: 3s - loss: 1.4995e-04 - acc: 1.000 - ETA: 3s - loss: 1.4402e-04 - acc: 1.000 - ETA: 3s - loss: 1.3987e-04 - acc: 1.000 - ETA: 3s - loss: 1.3595e-04 - acc: 1.000 - ETA: 3s - loss: 1.3225e-04 - acc: 1.000 - ETA: 3s - loss: 1.2761e-04 - acc: 1.000 - ETA: 3s - loss: 1.2434e-04 - acc: 1.000 - ETA: 3s - loss: 1.2024e-04 - acc: 1.000 - ETA: 3s - loss: 1.1733e-04 - acc: 1.000 - ETA: 3s - loss: 1.1456e-04 - acc: 1.000 - ETA: 3s - loss: 1.1108e-04 - acc: 1.000 - ETA: 3s - loss: 1.0860e-04 - acc: 1.000 - ETA: 3s - loss: 1.0622e-04 - acc: 1.000 - ETA: 3s - loss: 1.0321e-04 - acc: 1.000 - ETA: 3s - loss: 1.0107e-04 - acc: 1.000 - ETA: 2s - loss: 9.8339e-05 - acc: 1.000 - ETA: 2s - loss: 9.6387e-05 - acc: 1.000 - ETA: 2s - loss: 9.4512e-05 - acc: 1.000 - ETA: 2s - loss: 9.2708e-05 - acc: 1.000 - ETA: 2s - loss: 9.0973e-05 - acc: 1.000 - ETA: 2s - loss: 8.9308e-05 - acc: 1.000 - ETA: 2s - loss: 8.7172e-05 - acc: 1.000 - ETA: 2s - loss: 8.5636e-05 - acc: 1.000 - ETA: 2s - loss: 8.4163e-05 - acc: 1.000 - ETA: 2s - loss: 8.2264e-05 - acc: 1.000 - ETA: 2s - loss: 8.0895e-05 - acc: 1.000 - ETA: 2s - loss: 0.0045 - acc: 0.9997 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 5s 821us/step - loss: 0.0109 - acc: 0.9991 - val_loss: 1.5885 - val_acc: 0.8479 Epoch 01759: val_loss did not improve from 0.55729 Epoch 1760/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7511e-04 - acc: 1.000 - ETA: 5s - loss: 8.7614e-05 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.0000 - ETA: 5s - loss: 8.6186e-04 - acc: 1.000 - ETA: 5s - loss: 7.1002e-04 - acc: 1.000 - ETA: 5s - loss: 5.7480e-04 - acc: 1.000 - ETA: 5s - loss: 5.0297e-04 - acc: 1.000 - ETA: 4s - loss: 0.0292 - acc: 0.9982 - ETA: 4s - loss: 0.0267 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 5s 819us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.6014 - val_acc: 0.8527 Epoch 01760: val_loss did not improve from 0.55729 Epoch 1761/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 2.0713e-07 - acc: 1.000 - ETA: 5s - loss: 1.6945e-07 - acc: 1.000 - ETA: 5s - loss: 1.6183e-07 - acc: 1.000 - ETA: 5s - loss: 1.5050e-07 - acc: 1.000 - ETA: 5s - loss: 1.6111e-07 - acc: 1.000 - ETA: 4s - loss: 1.5937e-07 - acc: 1.000 - ETA: 4s - loss: 1.5957e-07 - acc: 1.000 - ETA: 4s - loss: 0.0279 - acc: 0.9982 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 816us/step - loss: 0.0114 - acc: 0.9993 - val_loss: 1.5200 - val_acc: 0.8527 Epoch 01761: val_loss did not improve from 0.55729 Epoch 1762/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9372e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.3001e-07 - acc: 1.000 - ETA: 5s - loss: 1.2707e-07 - acc: 1.000 - ETA: 5s - loss: 1.3093e-07 - acc: 1.000 - ETA: 5s - loss: 1.3130e-07 - acc: 1.000 - ETA: 5s - loss: 1.3780e-07 - acc: 1.000 - ETA: 4s - loss: 1.6081e-07 - acc: 1.000 - ETA: 4s - loss: 1.5880e-07 - acc: 1.000 - ETA: 4s - loss: 1.6699e-07 - acc: 1.000 - ETA: 4s - loss: 1.7047e-07 - acc: 1.000 - ETA: 4s - loss: 1.6642e-07 - acc: 1.000 - ETA: 4s - loss: 1.6817e-07 - acc: 1.000 - ETA: 4s - loss: 1.6616e-07 - acc: 1.000 - ETA: 4s - loss: 1.9465e-07 - acc: 1.000 - ETA: 4s - loss: 1.8884e-07 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - 5s 817us/step - loss: 0.0160 - acc: 0.9988 - val_loss: 1.6825 - val_acc: 0.8431 Epoch 01762: val_loss did not improve from 0.55729 Epoch 1763/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 5s - loss: 1.4382e-04 - acc: 1.000 - ETA: 5s - loss: 1.0531e-04 - acc: 1.000 - ETA: 4s - loss: 1.9741e-04 - acc: 1.000 - ETA: 5s - loss: 1.6454e-04 - acc: 1.000 - ETA: 4s - loss: 1.3465e-04 - acc: 1.000 - ETA: 4s - loss: 1.1851e-04 - acc: 1.000 - ETA: 4s - loss: 1.0323e-04 - acc: 1.000 - ETA: 4s - loss: 9.3573e-05 - acc: 1.000 - ETA: 4s - loss: 8.3832e-05 - acc: 1.000 - ETA: 4s - loss: 7.7400e-05 - acc: 1.000 - ETA: 4s - loss: 7.0211e-05 - acc: 1.000 - ETA: 4s - loss: 6.5640e-05 - acc: 1.000 - ETA: 4s - loss: 6.1638e-05 - acc: 1.000 - ETA: 4s - loss: 5.6998e-05 - acc: 1.000 - ETA: 4s - loss: 5.3951e-05 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9992 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 816us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5791 - val_acc: 0.8503 Epoch 01763: val_loss did not improve from 0.55729 Epoch 1764/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.5893e-06 - acc: 1.000 - ETA: 5s - loss: 3.6314e-06 - acc: 1.000 - ETA: 5s - loss: 2.8509e-06 - acc: 1.000 - ETA: 5s - loss: 2.5075e-06 - acc: 1.000 - ETA: 4s - loss: 2.2482e-06 - acc: 1.000 - ETA: 4s - loss: 2.0205e-06 - acc: 1.000 - ETA: 4s - loss: 1.9006e-06 - acc: 1.000 - ETA: 4s - loss: 0.0187 - acc: 0.9986 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 817us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.5774 - val_acc: 0.8563 Epoch 01764: val_loss did not improve from 0.55729 Epoch 1765/2000 6680/6680 [==============================] - ETA: 5s - loss: 7.8679e-07 - acc: 1.000 - ETA: 5s - loss: 3.3826e-07 - acc: 1.000 - ETA: 5s - loss: 8.4595e-06 - acc: 1.000 - ETA: 5s - loss: 0.0733 - acc: 0.9955 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0323 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0351 - acc: 0.997 - ETA: 4s - loss: 0.0329 - acc: 0.998 - ETA: 4s - loss: 0.0304 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - 6s 837us/step - loss: 0.0076 - acc: 0.9991 - val_loss: 1.5710 - val_acc: 0.8419 Epoch 01765: val_loss did not improve from 0.55729 Epoch 1766/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 5.1261e-07 - acc: 1.000 - ETA: 5s - loss: 6.3908e-06 - acc: 1.000 - ETA: 5s - loss: 0.0284 - acc: 0.9962 - ETA: 5s - loss: 0.0231 - acc: 0.996 - ETA: 5s - loss: 0.0195 - acc: 0.997 - ETA: 5s - loss: 0.0168 - acc: 0.997 - ETA: 5s - loss: 0.0148 - acc: 0.998 - ETA: 5s - loss: 0.0127 - acc: 0.998 - ETA: 5s - loss: 0.0116 - acc: 0.998 - ETA: 5s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0097 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 6s 856us/step - loss: 0.0157 - acc: 0.9985 - val_loss: 1.5343 - val_acc: 0.8551 Epoch 01766: val_loss did not improve from 0.55729 Epoch 1767/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 0.0636 - acc: 0.9875 - ETA: 6s - loss: 0.0364 - acc: 0.992 - ETA: 6s - loss: 0.0255 - acc: 0.995 - ETA: 5s - loss: 0.0196 - acc: 0.996 - ETA: 5s - loss: 0.0159 - acc: 0.996 - ETA: 5s - loss: 0.0127 - acc: 0.997 - ETA: 5s - loss: 0.0111 - acc: 0.997 - ETA: 5s - loss: 0.0098 - acc: 0.998 - ETA: 5s - loss: 0.0088 - acc: 0.998 - ETA: 5s - loss: 0.0077 - acc: 0.998 - ETA: 5s - loss: 0.0071 - acc: 0.998 - ETA: 5s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0019 - acc: 0.999 - ETA: 3s - loss: 0.0018 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 6s 855us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6596 - val_acc: 0.8431 Epoch 01767: val_loss did not improve from 0.55729 Epoch 1768/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2054e-07 - acc: 1.000 - ETA: 5s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 1.7069e-07 - acc: 1.000 - ETA: 5s - loss: 1.4789e-05 - acc: 1.000 - ETA: 5s - loss: 1.1547e-05 - acc: 1.000 - ETA: 4s - loss: 9.9149e-06 - acc: 1.000 - ETA: 4s - loss: 8.3864e-06 - acc: 1.000 - ETA: 4s - loss: 7.8527e-06 - acc: 1.000 - ETA: 4s - loss: 6.8860e-06 - acc: 1.000 - ETA: 4s - loss: 9.9201e-06 - acc: 1.000 - ETA: 4s - loss: 8.9151e-06 - acc: 1.000 - ETA: 4s - loss: 8.2869e-06 - acc: 1.000 - ETA: 4s - loss: 7.7509e-06 - acc: 1.000 - ETA: 4s - loss: 7.1284e-06 - acc: 1.000 - ETA: 4s - loss: 6.7870e-06 - acc: 1.000 - ETA: 4s - loss: 6.3269e-06 - acc: 1.000 - ETA: 4s - loss: 5.9131e-06 - acc: 1.000 - ETA: 4s - loss: 5.5512e-06 - acc: 1.000 - ETA: 4s - loss: 5.3093e-06 - acc: 1.000 - ETA: 4s - loss: 5.0881e-06 - acc: 1.000 - ETA: 4s - loss: 4.9852e-06 - acc: 1.000 - ETA: 4s - loss: 5.0413e-06 - acc: 1.000 - ETA: 4s - loss: 4.7985e-06 - acc: 1.000 - ETA: 3s - loss: 4.6060e-06 - acc: 1.000 - ETA: 3s - loss: 4.4530e-06 - acc: 1.000 - ETA: 3s - loss: 0.0054 - acc: 0.9995 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0022 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0021 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0020 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 6s 838us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.6530 - val_acc: 0.8455 Epoch 01768: val_loss did not improve from 0.55729 Epoch 1769/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2040e-07 - acc: 1.000 - ETA: 5s - loss: 6.4524e-07 - acc: 1.000 - ETA: 5s - loss: 5.0178e-07 - acc: 1.000 - ETA: 5s - loss: 4.1460e-06 - acc: 1.000 - ETA: 5s - loss: 3.4752e-06 - acc: 1.000 - ETA: 5s - loss: 3.0134e-06 - acc: 1.000 - ETA: 4s - loss: 2.5528e-06 - acc: 1.000 - ETA: 4s - loss: 2.2924e-06 - acc: 1.000 - ETA: 4s - loss: 2.0224e-06 - acc: 1.000 - ETA: 4s - loss: 1.8607e-06 - acc: 1.000 - ETA: 4s - loss: 8.9167e-04 - acc: 1.000 - ETA: 4s - loss: 0.0076 - acc: 0.9988 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - 6s 824us/step - loss: 0.0092 - acc: 0.9988 - val_loss: 1.5983 - val_acc: 0.8419 Epoch 01769: val_loss did not improve from 0.55729 Epoch 1770/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.4111e-05 - acc: 1.000 - ETA: 5s - loss: 1.8636e-05 - acc: 1.000 - ETA: 5s - loss: 1.0700e-05 - acc: 1.000 - ETA: 5s - loss: 1.9854e-05 - acc: 1.000 - ETA: 5s - loss: 1.7308e-05 - acc: 1.000 - ETA: 5s - loss: 1.4093e-05 - acc: 1.000 - ETA: 5s - loss: 1.4976e-05 - acc: 1.000 - ETA: 5s - loss: 1.3038e-05 - acc: 1.000 - ETA: 5s - loss: 1.3986e-05 - acc: 1.000 - ETA: 5s - loss: 1.2138e-05 - acc: 1.000 - ETA: 5s - loss: 1.1053e-05 - acc: 1.000 - ETA: 5s - loss: 1.0142e-05 - acc: 1.000 - ETA: 4s - loss: 9.3716e-06 - acc: 1.000 - ETA: 4s - loss: 8.7112e-06 - acc: 1.000 - ETA: 4s - loss: 8.8220e-06 - acc: 1.000 - ETA: 4s - loss: 8.3346e-06 - acc: 1.000 - ETA: 4s - loss: 9.5012e-06 - acc: 1.000 - ETA: 4s - loss: 8.9986e-06 - acc: 1.000 - ETA: 4s - loss: 8.4413e-06 - acc: 1.000 - ETA: 4s - loss: 8.0643e-06 - acc: 1.000 - ETA: 4s - loss: 7.7032e-06 - acc: 1.000 - ETA: 4s - loss: 1.2086e-05 - acc: 1.000 - ETA: 4s - loss: 1.1587e-05 - acc: 1.000 - ETA: 4s - loss: 1.1130e-05 - acc: 1.000 - ETA: 4s - loss: 1.0707e-05 - acc: 1.000 - ETA: 4s - loss: 1.5373e-05 - acc: 1.000 - ETA: 4s - loss: 1.4655e-05 - acc: 1.000 - ETA: 4s - loss: 1.4253e-05 - acc: 1.000 - ETA: 3s - loss: 1.3787e-05 - acc: 1.000 - ETA: 3s - loss: 1.3211e-05 - acc: 1.000 - ETA: 3s - loss: 1.2811e-05 - acc: 1.000 - ETA: 3s - loss: 1.2434e-05 - acc: 1.000 - ETA: 3s - loss: 1.2079e-05 - acc: 1.000 - ETA: 3s - loss: 0.0046 - acc: 0.9995 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0032 - acc: 0.999 - ETA: 2s - loss: 0.0031 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0030 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 6s 834us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6233 - val_acc: 0.8467 Epoch 01770: val_loss did not improve from 0.55729 Epoch 1771/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2182e-07 - acc: 1.000 - ETA: 5s - loss: 1.3790e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 1.3179e-07 - acc: 1.000 - ETA: 5s - loss: 1.4660e-07 - acc: 1.000 - ETA: 4s - loss: 1.4746e-07 - acc: 1.000 - ETA: 4s - loss: 1.6083e-07 - acc: 1.000 - ETA: 4s - loss: 1.5997e-07 - acc: 1.000 - ETA: 4s - loss: 1.5574e-07 - acc: 1.000 - ETA: 4s - loss: 1.5505e-07 - acc: 1.000 - ETA: 4s - loss: 1.5618e-07 - acc: 1.000 - ETA: 4s - loss: 1.5309e-07 - acc: 1.000 - ETA: 4s - loss: 1.5038e-07 - acc: 1.000 - ETA: 4s - loss: 1.4862e-07 - acc: 1.000 - ETA: 4s - loss: 1.4726e-07 - acc: 1.000 - ETA: 4s - loss: 1.4732e-07 - acc: 1.000 - ETA: 4s - loss: 1.4575e-07 - acc: 1.000 - ETA: 4s - loss: 1.4692e-07 - acc: 1.000 - ETA: 4s - loss: 1.4578e-07 - acc: 1.000 - ETA: 4s - loss: 1.6722e-07 - acc: 1.000 - ETA: 4s - loss: 1.7204e-07 - acc: 1.000 - ETA: 4s - loss: 1.7043e-07 - acc: 1.000 - ETA: 3s - loss: 1.7452e-07 - acc: 1.000 - ETA: 3s - loss: 2.5517e-07 - acc: 1.000 - ETA: 3s - loss: 2.4920e-07 - acc: 1.000 - ETA: 3s - loss: 2.4556e-07 - acc: 1.000 - ETA: 3s - loss: 2.4295e-07 - acc: 1.000 - ETA: 3s - loss: 2.3987e-07 - acc: 1.000 - ETA: 3s - loss: 2.8966e-07 - acc: 1.000 - ETA: 3s - loss: 2.8340e-07 - acc: 1.000 - ETA: 3s - loss: 2.3804e-04 - acc: 1.000 - ETA: 3s - loss: 2.2984e-04 - acc: 1.000 - ETA: 3s - loss: 2.2406e-04 - acc: 1.000 - ETA: 3s - loss: 2.1678e-04 - acc: 1.000 - ETA: 3s - loss: 2.1162e-04 - acc: 1.000 - ETA: 3s - loss: 2.0512e-04 - acc: 1.000 - ETA: 3s - loss: 2.0050e-04 - acc: 1.000 - ETA: 3s - loss: 1.9612e-04 - acc: 1.000 - ETA: 3s - loss: 1.9052e-04 - acc: 1.000 - ETA: 3s - loss: 0.0051 - acc: 0.9997 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 5s 818us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.5655 - val_acc: 0.8491 Epoch 01771: val_loss did not improve from 0.55729 Epoch 1772/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.2698e-06 - acc: 1.000 - ETA: 5s - loss: 2.0891e-06 - acc: 1.000 - ETA: 5s - loss: 1.5575e-06 - acc: 1.000 - ETA: 5s - loss: 0.0537 - acc: 0.9967 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 819us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.6410 - val_acc: 0.8383 Epoch 01772: val_loss did not improve from 0.55729 Epoch 1773/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 5.7698e-07 - acc: 1.000 - ETA: 5s - loss: 0.0369 - acc: 0.9937 - ETA: 5s - loss: 0.0268 - acc: 0.995 - ETA: 5s - loss: 0.0211 - acc: 0.996 - ETA: 5s - loss: 0.0174 - acc: 0.997 - ETA: 5s - loss: 0.0427 - acc: 0.995 - ETA: 5s - loss: 0.0356 - acc: 0.995 - ETA: 5s - loss: 0.0316 - acc: 0.996 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0251 - acc: 0.997 - ETA: 4s - loss: 0.0225 - acc: 0.997 - ETA: 4s - loss: 0.0208 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 4s - loss: 0.0178 - acc: 0.997 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0134 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 5s 823us/step - loss: 0.0121 - acc: 0.9988 - val_loss: 1.6009 - val_acc: 0.8503 Epoch 01773: val_loss did not improve from 0.55729 Epoch 1774/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.5822e-07 - acc: 1.000 - ETA: 4s - loss: 9.0508e-07 - acc: 1.000 - ETA: 5s - loss: 7.7410e-07 - acc: 1.000 - ETA: 4s - loss: 1.3006e-05 - acc: 1.000 - ETA: 4s - loss: 1.1460e-05 - acc: 1.000 - ETA: 4s - loss: 1.0245e-05 - acc: 1.000 - ETA: 4s - loss: 9.2651e-06 - acc: 1.000 - ETA: 4s - loss: 1.7460e-05 - acc: 1.000 - ETA: 4s - loss: 1.6231e-05 - acc: 1.000 - ETA: 4s - loss: 1.4697e-05 - acc: 1.000 - ETA: 4s - loss: 1.3725e-05 - acc: 1.000 - ETA: 4s - loss: 1.2874e-05 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9990 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0109 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0223 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0215 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0198 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0192 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 820us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.5850 - val_acc: 0.8491 Epoch 01774: val_loss did not improve from 0.55729 Epoch 1775/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0520 - acc: 0.9900 - ETA: 5s - loss: 0.0325 - acc: 0.993 - ETA: 5s - loss: 0.0236 - acc: 0.995 - ETA: 5s - loss: 0.0173 - acc: 0.996 - ETA: 5s - loss: 0.0144 - acc: 0.997 - ETA: 4s - loss: 0.0118 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0114 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - 5s 818us/step - loss: 0.0118 - acc: 0.9990 - val_loss: 1.6515 - val_acc: 0.8431 Epoch 01775: val_loss did not improve from 0.55729 Epoch 1776/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4406e-07 - acc: 1.000 - ETA: 5s - loss: 3.0995e-07 - acc: 1.000 - ETA: 5s - loss: 3.8445e-07 - acc: 1.000 - ETA: 5s - loss: 3.3570e-07 - acc: 1.000 - ETA: 5s - loss: 2.8892e-07 - acc: 1.000 - ETA: 4s - loss: 1.4857e-06 - acc: 1.000 - ETA: 4s - loss: 1.3839e-06 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 816us/step - loss: 0.0132 - acc: 0.9988 - val_loss: 1.6109 - val_acc: 0.8419 Epoch 01776: val_loss did not improve from 0.55729 Epoch 1777/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.4960e-07 - acc: 1.000 - ETA: 5s - loss: 3.3596e-07 - acc: 1.000 - ETA: 5s - loss: 7.3274e-07 - acc: 1.000 - ETA: 5s - loss: 6.2447e-07 - acc: 1.000 - ETA: 4s - loss: 0.0316 - acc: 0.9976 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0433 - acc: 0.997 - ETA: 4s - loss: 0.0397 - acc: 0.997 - ETA: 4s - loss: 0.0359 - acc: 0.997 - ETA: 4s - loss: 0.0334 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0272 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0226 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0179 - acc: 0.998 - ETA: 0s - loss: 0.0177 - acc: 0.998 - ETA: 0s - loss: 0.0175 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - 6s 837us/step - loss: 0.0156 - acc: 0.9985 - val_loss: 1.5918 - val_acc: 0.8503 Epoch 01777: val_loss did not improve from 0.55729 Epoch 1778/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.6161e-07 - acc: 1.000 - ETA: 5s - loss: 2.8536e-07 - acc: 1.000 - ETA: 5s - loss: 2.1756e-07 - acc: 1.000 - ETA: 5s - loss: 7.7913e-06 - acc: 1.000 - ETA: 5s - loss: 6.0208e-06 - acc: 1.000 - ETA: 5s - loss: 4.9869e-06 - acc: 1.000 - ETA: 5s - loss: 4.2187e-06 - acc: 1.000 - ETA: 5s - loss: 3.6596e-06 - acc: 1.000 - ETA: 5s - loss: 3.2348e-06 - acc: 1.000 - ETA: 5s - loss: 3.0382e-06 - acc: 1.000 - ETA: 5s - loss: 2.7557e-06 - acc: 1.000 - ETA: 5s - loss: 2.5380e-06 - acc: 1.000 - ETA: 5s - loss: 0.0218 - acc: 0.9986 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - 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ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - 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acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 6s 859us/step - loss: 0.0112 - acc: 0.9988 - val_loss: 1.7310 - val_acc: 0.8419 Epoch 01779: val_loss did not improve from 0.55729 Epoch 1780/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 7.0718e-07 - acc: 1.000 - ETA: 5s - loss: 0.0221 - acc: 0.9950 - ETA: 5s - loss: 0.0170 - acc: 0.996 - ETA: 5s - loss: 0.0138 - acc: 0.996 - ETA: 5s - loss: 0.0116 - acc: 0.997 - ETA: 5s - loss: 0.0273 - acc: 0.995 - ETA: 5s - loss: 0.0545 - acc: 0.994 - ETA: 5s - loss: 0.0488 - acc: 0.994 - ETA: 5s - loss: 0.0613 - acc: 0.993 - ETA: 4s - loss: 0.0561 - acc: 0.994 - ETA: 4s - loss: 0.0516 - acc: 0.994 - ETA: 4s - loss: 0.0479 - acc: 0.995 - ETA: 4s - loss: 0.0446 - acc: 0.995 - ETA: 4s - loss: 0.0419 - acc: 0.995 - ETA: 4s - loss: 0.0394 - acc: 0.996 - ETA: 4s - loss: 0.0371 - acc: 0.996 - ETA: 4s - loss: 0.0345 - acc: 0.996 - ETA: 4s - loss: 0.0328 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.996 - ETA: 4s - loss: 0.0298 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0296 - acc: 0.996 - ETA: 4s - loss: 0.0284 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - loss: 0.0263 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.997 - ETA: 4s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0228 - acc: 0.997 - ETA: 3s - loss: 0.0221 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - 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ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - 6s 856us/step - loss: 0.0137 - acc: 0.9988 - val_loss: 1.5865 - val_acc: 0.8455 Epoch 01780: val_loss did not improve from 0.55729 Epoch 1781/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2347e-07 - acc: 1.000 - ETA: 5s - loss: 1.9209e-07 - acc: 1.000 - ETA: 4s - loss: 1.7266e-07 - acc: 1.000 - ETA: 5s - loss: 1.6375e-07 - acc: 1.000 - ETA: 4s - loss: 1.6633e-07 - acc: 1.000 - ETA: 4s - loss: 1.5974e-07 - acc: 1.000 - ETA: 4s - loss: 2.0947e-07 - acc: 1.000 - ETA: 4s - loss: 2.0266e-07 - acc: 1.000 - ETA: 4s - loss: 7.3452e-07 - acc: 1.000 - ETA: 4s - loss: 6.9112e-07 - acc: 1.000 - ETA: 4s - loss: 2.8762e-05 - acc: 1.000 - ETA: 4s - loss: 2.6865e-05 - acc: 1.000 - ETA: 4s - loss: 2.5197e-05 - acc: 1.000 - ETA: 4s - loss: 2.3722e-05 - acc: 1.000 - ETA: 4s - loss: 6.1726e-05 - acc: 1.000 - ETA: 4s - loss: 5.8568e-05 - acc: 1.000 - ETA: 4s - loss: 5.5395e-05 - acc: 1.000 - ETA: 4s - loss: 5.2844e-05 - acc: 1.000 - ETA: 4s - loss: 0.0054 - acc: 0.9993 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - 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acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - 6s 828us/step - loss: 0.0129 - acc: 0.9990 - val_loss: 1.6570 - val_acc: 0.8491 Epoch 01781: val_loss did not improve from 0.55729 Epoch 1782/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 9.3455e-07 - acc: 1.000 - ETA: 5s - loss: 7.1737e-07 - acc: 1.000 - ETA: 5s - loss: 8.2364e-07 - acc: 1.000 - ETA: 5s - loss: 7.2615e-07 - acc: 1.000 - ETA: 5s - loss: 6.3541e-07 - acc: 1.000 - ETA: 5s - loss: 5.5819e-07 - acc: 1.000 - ETA: 5s - loss: 9.7052e-07 - acc: 1.000 - ETA: 4s - loss: 9.3377e-07 - acc: 1.000 - ETA: 4s - loss: 9.0722e-07 - acc: 1.000 - ETA: 4s - loss: 8.3121e-07 - acc: 1.000 - ETA: 4s - loss: 7.7781e-07 - acc: 1.000 - ETA: 4s - loss: 8.0985e-07 - acc: 1.000 - ETA: 4s - loss: 7.6577e-07 - acc: 1.000 - ETA: 4s - loss: 7.2698e-07 - acc: 1.000 - ETA: 4s - loss: 7.1060e-07 - acc: 1.000 - ETA: 4s - loss: 6.8042e-07 - acc: 1.000 - ETA: 4s - loss: 6.4811e-07 - acc: 1.000 - ETA: 4s - loss: 6.5135e-07 - acc: 1.000 - ETA: 4s - loss: 0.0020 - acc: 0.9993 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - 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ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5647e-06 - acc: 1.000 - ETA: 5s - loss: 1.5166e-06 - acc: 1.000 - ETA: 5s - loss: 1.0974e-06 - acc: 1.000 - ETA: 5s - loss: 8.5944e-07 - acc: 1.000 - ETA: 5s - loss: 8.4837e-07 - acc: 1.000 - ETA: 5s - loss: 7.3959e-07 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9979 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0080 - 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acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 5s 822us/step - loss: 0.0126 - acc: 0.9990 - val_loss: 1.5337 - val_acc: 0.8467 Epoch 01783: val_loss did not improve from 0.55729 Epoch 1784/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 1.3001e-07 - acc: 1.000 - ETA: 5s - loss: 1.2641e-07 - acc: 1.000 - ETA: 5s - loss: 1.2497e-07 - acc: 1.000 - ETA: 4s - loss: 1.7929e-07 - acc: 1.000 - ETA: 4s - loss: 1.7109e-07 - acc: 1.000 - ETA: 4s - loss: 1.6511e-07 - acc: 1.000 - ETA: 4s - loss: 1.5908e-07 - acc: 1.000 - ETA: 4s - loss: 1.5534e-07 - acc: 1.000 - ETA: 4s - loss: 1.5259e-07 - acc: 1.000 - ETA: 4s - loss: 1.5003e-07 - acc: 1.000 - ETA: 4s - loss: 4.6623e-07 - acc: 1.000 - ETA: 4s - loss: 4.4336e-07 - acc: 1.000 - ETA: 4s - loss: 4.1690e-07 - acc: 1.000 - ETA: 4s - loss: 3.9978e-07 - acc: 1.000 - ETA: 4s - loss: 4.0095e-07 - acc: 1.000 - ETA: 4s - loss: 3.8205e-07 - acc: 1.000 - ETA: 4s - loss: 3.7044e-07 - acc: 1.000 - ETA: 4s - loss: 3.5930e-07 - acc: 1.000 - ETA: 4s - loss: 3.4538e-07 - acc: 1.000 - ETA: 4s - loss: 3.3596e-07 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9993 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 6s 832us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.6026 - val_acc: 0.8527 Epoch 01784: val_loss did not improve from 0.55729 Epoch 1785/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 5.2610e-04 - acc: 1.000 - ETA: 5s - loss: 3.6832e-04 - acc: 1.000 - ETA: 5s - loss: 2.6336e-04 - acc: 1.000 - ETA: 5s - loss: 2.1718e-04 - acc: 1.000 - ETA: 5s - loss: 1.8462e-04 - acc: 1.000 - ETA: 5s - loss: 1.5387e-04 - acc: 1.000 - ETA: 5s - loss: 1.3681e-04 - acc: 1.000 - ETA: 4s - loss: 1.1917e-04 - acc: 1.000 - ETA: 4s - loss: 1.0867e-04 - acc: 1.000 - ETA: 4s - loss: 9.7702e-05 - acc: 1.000 - ETA: 4s - loss: 9.0828e-05 - acc: 1.000 - ETA: 4s - loss: 6.3787e-04 - acc: 1.000 - ETA: 4s - loss: 5.9917e-04 - acc: 1.000 - ETA: 4s - loss: 5.5309e-04 - acc: 1.000 - ETA: 4s - loss: 5.2297e-04 - acc: 1.000 - ETA: 4s - loss: 4.8752e-04 - acc: 1.000 - ETA: 4s - loss: 4.6397e-04 - acc: 1.000 - ETA: 4s - loss: 4.4259e-04 - acc: 1.000 - ETA: 4s - loss: 4.1704e-04 - acc: 1.000 - ETA: 4s - loss: 3.9967e-04 - acc: 1.000 - ETA: 4s - loss: 3.7868e-04 - acc: 1.000 - ETA: 4s - loss: 3.6431e-04 - acc: 1.000 - ETA: 4s - loss: 3.5204e-04 - acc: 1.000 - ETA: 3s - loss: 3.3576e-04 - acc: 1.000 - ETA: 3s - loss: 3.2445e-04 - acc: 1.000 - ETA: 3s - loss: 3.1055e-04 - acc: 1.000 - ETA: 3s - loss: 3.0086e-04 - acc: 1.000 - ETA: 3s - loss: 2.9175e-04 - acc: 1.000 - ETA: 3s - loss: 2.8052e-04 - acc: 1.000 - ETA: 3s - loss: 2.7259e-04 - acc: 1.000 - ETA: 3s - loss: 2.6268e-04 - acc: 1.000 - ETA: 3s - loss: 2.5571e-04 - acc: 1.000 - ETA: 3s - loss: 2.4910e-04 - acc: 1.000 - ETA: 3s - loss: 2.4283e-04 - acc: 1.000 - ETA: 3s - loss: 2.3686e-04 - acc: 1.000 - ETA: 3s - loss: 2.3118e-04 - acc: 1.000 - ETA: 3s - loss: 2.2576e-04 - acc: 1.000 - ETA: 3s - loss: 2.2059e-04 - acc: 1.000 - ETA: 3s - loss: 2.1633e-04 - acc: 1.000 - ETA: 3s - loss: 0.0014 - acc: 0.9996 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0013 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 6s 825us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.5850 - val_acc: 0.8455 Epoch 01785: val_loss did not improve from 0.55729 Epoch 1786/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3511e-07 - acc: 1.000 - ETA: 5s - loss: 2.0721e-06 - acc: 1.000 - ETA: 5s - loss: 0.0956 - acc: 0.9929 - ETA: 5s - loss: 0.0837 - acc: 0.990 - ETA: 5s - loss: 0.0658 - acc: 0.992 - ETA: 5s - loss: 0.0542 - acc: 0.994 - ETA: 4s - loss: 0.0438 - acc: 0.995 - ETA: 4s - loss: 0.0384 - acc: 0.995 - ETA: 4s - loss: 0.0341 - acc: 0.996 - ETA: 4s - loss: 0.0307 - acc: 0.996 - ETA: 4s - loss: 0.0271 - acc: 0.997 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0230 - acc: 0.997 - ETA: 4s - loss: 0.0209 - acc: 0.997 - ETA: 4s - loss: 0.0196 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0243 - acc: 0.998 - ETA: 2s - loss: 0.0239 - acc: 0.998 - ETA: 2s - loss: 0.0234 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0196 - acc: 0.998 - ETA: 1s - loss: 0.0193 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 6s 832us/step - loss: 0.0123 - acc: 0.9991 - val_loss: 1.5537 - val_acc: 0.8503 Epoch 01786: val_loss did not improve from 0.55729 Epoch 1787/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3645e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 4s - loss: 1.3154e-07 - acc: 1.000 - ETA: 4s - loss: 1.3006e-07 - acc: 1.000 - ETA: 4s - loss: 1.2890e-07 - acc: 1.000 - ETA: 4s - loss: 1.2796e-07 - acc: 1.000 - ETA: 4s - loss: 1.3309e-07 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9987 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0105 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0088 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 6s 826us/step - loss: 0.0134 - acc: 0.9987 - val_loss: 1.4989 - val_acc: 0.8491 Epoch 01787: val_loss did not improve from 0.55729 Epoch 1788/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0089 - acc: 0.9944 - ETA: 5s - loss: 0.0067 - acc: 0.995 - ETA: 5s - loss: 0.0050 - acc: 0.996 - ETA: 5s - loss: 0.0042 - acc: 0.997 - ETA: 5s - loss: 0.0036 - acc: 0.997 - ETA: 4s - loss: 0.0031 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0024 - acc: 0.998 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0020 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8207e-04 - acc: 0.999 - ETA: 3s - loss: 9.4742e-04 - acc: 0.999 - ETA: 3s - loss: 9.0485e-04 - acc: 0.999 - ETA: 3s - loss: 8.7535e-04 - acc: 0.999 - ETA: 3s - loss: 8.4771e-04 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.9985 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0235 - acc: 0.997 - ETA: 3s - loss: 0.0229 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0218 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 6s 830us/step - loss: 0.0121 - acc: 0.9988 - val_loss: 1.4922 - val_acc: 0.8491 Epoch 01788: val_loss did not improve from 0.55729 Epoch 1789/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 5s - loss: 6.1686e-04 - acc: 1.000 - ETA: 5s - loss: 3.0850e-04 - acc: 1.000 - ETA: 5s - loss: 2.2439e-04 - acc: 1.000 - ETA: 5s - loss: 1.8011e-04 - acc: 1.000 - ETA: 5s - loss: 1.4835e-04 - acc: 1.000 - ETA: 5s - loss: 1.2612e-04 - acc: 1.000 - ETA: 5s - loss: 1.0512e-04 - acc: 1.000 - ETA: 5s - loss: 9.3464e-05 - acc: 1.000 - ETA: 4s - loss: 8.4129e-05 - acc: 1.000 - ETA: 4s - loss: 7.4246e-05 - acc: 1.000 - ETA: 4s - loss: 6.8237e-05 - acc: 1.000 - ETA: 4s - loss: 6.3136e-05 - acc: 1.000 - ETA: 4s - loss: 5.8740e-05 - acc: 1.000 - ETA: 4s - loss: 5.4917e-05 - acc: 1.000 - ETA: 4s - loss: 5.2740e-05 - acc: 1.000 - ETA: 4s - loss: 4.9704e-05 - acc: 1.000 - ETA: 4s - loss: 1.9584e-04 - acc: 1.000 - ETA: 4s - loss: 1.8572e-04 - acc: 1.000 - ETA: 4s - loss: 1.7375e-04 - acc: 1.000 - ETA: 4s - loss: 1.6585e-04 - acc: 1.000 - ETA: 4s - loss: 1.5854e-04 - acc: 1.000 - ETA: 4s - loss: 1.5185e-04 - acc: 1.000 - ETA: 4s - loss: 1.4573e-04 - acc: 1.000 - ETA: 4s - loss: 1.3826e-04 - acc: 1.000 - ETA: 4s - loss: 1.3315e-04 - acc: 1.000 - ETA: 4s - loss: 1.2839e-04 - acc: 1.000 - ETA: 4s - loss: 1.2397e-04 - acc: 1.000 - ETA: 3s - loss: 1.1991e-04 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9995 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 832us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.5109 - val_acc: 0.8515 Epoch 01789: val_loss did not improve from 0.55729 Epoch 1790/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6136e-07 - acc: 1.000 - ETA: 5s - loss: 1.6554e-07 - acc: 1.000 - ETA: 5s - loss: 1.5561e-07 - acc: 1.000 - ETA: 5s - loss: 6.5305e-07 - acc: 1.000 - ETA: 4s - loss: 5.7721e-07 - acc: 1.000 - ETA: 4s - loss: 5.2754e-07 - acc: 1.000 - ETA: 4s - loss: 4.9298e-07 - acc: 1.000 - ETA: 4s - loss: 4.5321e-07 - acc: 1.000 - ETA: 4s - loss: 4.3207e-07 - acc: 1.000 - ETA: 4s - loss: 4.0745e-07 - acc: 1.000 - ETA: 4s - loss: 3.8636e-07 - acc: 1.000 - ETA: 4s - loss: 3.9162e-07 - acc: 1.000 - ETA: 4s - loss: 3.5577e-06 - acc: 1.000 - ETA: 4s - loss: 3.3555e-06 - acc: 1.000 - ETA: 4s - loss: 3.1335e-06 - acc: 1.000 - ETA: 4s - loss: 3.0200e-06 - acc: 1.000 - ETA: 4s - loss: 2.8380e-06 - acc: 1.000 - ETA: 4s - loss: 2.7125e-06 - acc: 1.000 - ETA: 4s - loss: 2.5981e-06 - acc: 1.000 - ETA: 4s - loss: 2.4934e-06 - acc: 1.000 - ETA: 4s - loss: 2.3672e-06 - acc: 1.000 - ETA: 4s - loss: 0.0023 - acc: 0.9994 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.998 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - 5s 819us/step - loss: 0.0119 - acc: 0.9988 - val_loss: 1.4875 - val_acc: 0.8575 Epoch 01790: val_loss did not improve from 0.55729 Epoch 1791/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 3.7335e-07 - acc: 1.000 - ETA: 5s - loss: 3.2230e-07 - acc: 1.000 - ETA: 5s - loss: 2.9540e-07 - acc: 1.000 - ETA: 5s - loss: 2.7404e-07 - acc: 1.000 - ETA: 4s - loss: 2.4848e-07 - acc: 1.000 - ETA: 4s - loss: 2.4206e-07 - acc: 1.000 - ETA: 4s - loss: 2.2660e-07 - acc: 1.000 - ETA: 4s - loss: 2.2904e-07 - acc: 1.000 - ETA: 4s - loss: 3.4112e-07 - acc: 1.000 - ETA: 4s - loss: 4.9728e-07 - acc: 1.000 - ETA: 4s - loss: 4.7215e-07 - acc: 1.000 - ETA: 4s - loss: 4.5009e-07 - acc: 1.000 - ETA: 4s - loss: 4.2464e-07 - acc: 1.000 - ETA: 4s - loss: 4.0298e-07 - acc: 1.000 - ETA: 4s - loss: 4.3965e-07 - acc: 1.000 - ETA: 4s - loss: 4.3626e-07 - acc: 1.000 - ETA: 4s - loss: 4.1938e-07 - acc: 1.000 - ETA: 4s - loss: 4.0651e-07 - acc: 1.000 - ETA: 4s - loss: 3.9098e-07 - acc: 1.000 - ETA: 4s - loss: 3.8040e-07 - acc: 1.000 - ETA: 4s - loss: 3.7060e-07 - acc: 1.000 - ETA: 4s - loss: 3.6151e-07 - acc: 1.000 - ETA: 3s - loss: 1.7559e-05 - acc: 1.000 - ETA: 3s - loss: 1.6986e-05 - acc: 1.000 - ETA: 3s - loss: 2.0774e-05 - acc: 1.000 - ETA: 3s - loss: 2.0135e-05 - acc: 1.000 - ETA: 3s - loss: 1.9344e-05 - acc: 1.000 - ETA: 3s - loss: 1.8794e-05 - acc: 1.000 - ETA: 3s - loss: 1.8270e-05 - acc: 1.000 - ETA: 3s - loss: 1.7775e-05 - acc: 1.000 - ETA: 3s - loss: 1.7306e-05 - acc: 1.000 - ETA: 3s - loss: 1.6862e-05 - acc: 1.000 - ETA: 3s - loss: 1.6304e-05 - acc: 1.000 - ETA: 3s - loss: 1.5912e-05 - acc: 1.000 - ETA: 3s - loss: 1.5415e-05 - acc: 1.000 - ETA: 3s - loss: 1.5062e-05 - acc: 1.000 - ETA: 3s - loss: 1.4725e-05 - acc: 1.000 - ETA: 3s - loss: 1.4298e-05 - acc: 1.000 - ETA: 3s - loss: 1.3999e-05 - acc: 1.000 - ETA: 3s - loss: 1.3792e-05 - acc: 1.000 - ETA: 3s - loss: 1.3813e-05 - acc: 1.000 - ETA: 2s - loss: 1.3469e-05 - acc: 1.000 - ETA: 2s - loss: 1.3209e-05 - acc: 1.000 - ETA: 2s - loss: 1.2878e-05 - acc: 1.000 - ETA: 2s - loss: 1.2640e-05 - acc: 1.000 - ETA: 2s - loss: 1.2885e-05 - acc: 1.000 - ETA: 2s - loss: 1.2581e-05 - acc: 1.000 - ETA: 2s - loss: 1.2362e-05 - acc: 1.000 - ETA: 2s - loss: 1.2162e-05 - acc: 1.000 - ETA: 2s - loss: 1.1895e-05 - acc: 1.000 - ETA: 2s - loss: 1.1701e-05 - acc: 1.000 - ETA: 2s - loss: 0.0043 - acc: 0.9997 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - 6s 831us/step - loss: 0.0094 - acc: 0.9988 - val_loss: 1.5909 - val_acc: 0.8407 Epoch 01791: val_loss did not improve from 0.55729 Epoch 1792/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0038 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 5s - loss: 8.3623e-04 - acc: 1.000 - ETA: 4s - loss: 7.2225e-04 - acc: 1.000 - ETA: 4s - loss: 6.3370e-04 - acc: 1.000 - ETA: 4s - loss: 5.4322e-04 - acc: 1.000 - ETA: 4s - loss: 4.9067e-04 - acc: 1.000 - ETA: 4s - loss: 4.4739e-04 - acc: 1.000 - ETA: 4s - loss: 4.0035e-04 - acc: 1.000 - ETA: 4s - loss: 3.7281e-04 - acc: 1.000 - ETA: 4s - loss: 3.5057e-04 - acc: 1.000 - ETA: 4s - loss: 3.2825e-04 - acc: 1.000 - ETA: 4s - loss: 3.0922e-04 - acc: 1.000 - ETA: 4s - loss: 2.8632e-04 - acc: 1.000 - ETA: 4s - loss: 2.7127e-04 - acc: 1.000 - ETA: 4s - loss: 2.5772e-04 - acc: 1.000 - ETA: 4s - loss: 2.4162e-04 - acc: 1.000 - ETA: 4s - loss: 2.2765e-04 - acc: 1.000 - ETA: 4s - loss: 2.1804e-04 - acc: 1.000 - ETA: 4s - loss: 2.0920e-04 - acc: 1.000 - ETA: 4s - loss: 2.0109e-04 - acc: 1.000 - ETA: 4s - loss: 1.9124e-04 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9994 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 6s 824us/step - loss: 0.0095 - acc: 0.9991 - val_loss: 1.5882 - val_acc: 0.8503 Epoch 01792: val_loss did not improve from 0.55729 Epoch 1793/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.3198e-07 - acc: 1.000 - ETA: 5s - loss: 8.0632e-07 - acc: 1.000 - ETA: 5s - loss: 6.5908e-07 - acc: 1.000 - ETA: 5s - loss: 1.2656e-06 - acc: 1.000 - ETA: 5s - loss: 1.0937e-06 - acc: 1.000 - ETA: 4s - loss: 9.4344e-07 - acc: 1.000 - ETA: 4s - loss: 8.9767e-07 - acc: 1.000 - ETA: 4s - loss: 7.9895e-07 - acc: 1.000 - ETA: 4s - loss: 7.3968e-07 - acc: 1.000 - ETA: 4s - loss: 6.9162e-07 - acc: 1.000 - ETA: 4s - loss: 6.4869e-07 - acc: 1.000 - ETA: 4s - loss: 6.0151e-07 - acc: 1.000 - ETA: 4s - loss: 5.7078e-07 - acc: 1.000 - ETA: 4s - loss: 5.6903e-07 - acc: 1.000 - ETA: 4s - loss: 5.6346e-07 - acc: 1.000 - ETA: 4s - loss: 8.1548e-07 - acc: 1.000 - ETA: 4s - loss: 7.8260e-07 - acc: 1.000 - ETA: 4s - loss: 7.5169e-07 - acc: 1.000 - ETA: 4s - loss: 7.1720e-07 - acc: 1.000 - ETA: 4s - loss: 7.9298e-07 - acc: 1.000 - ETA: 4s - loss: 7.6690e-07 - acc: 1.000 - ETA: 4s - loss: 1.2221e-06 - acc: 1.000 - ETA: 4s - loss: 1.1819e-06 - acc: 1.000 - ETA: 3s - loss: 1.1319e-06 - acc: 1.000 - ETA: 3s - loss: 1.0979e-06 - acc: 1.000 - ETA: 3s - loss: 1.0656e-06 - acc: 1.000 - ETA: 3s - loss: 2.2980e-06 - acc: 1.000 - ETA: 3s - loss: 2.2984e-06 - acc: 1.000 - ETA: 3s - loss: 2.5267e-06 - acc: 1.000 - ETA: 3s - loss: 2.4580e-06 - acc: 1.000 - ETA: 3s - loss: 2.3931e-06 - acc: 1.000 - ETA: 3s - loss: 3.7591e-06 - acc: 1.000 - ETA: 3s - loss: 3.6991e-06 - acc: 1.000 - ETA: 3s - loss: 3.6148e-06 - acc: 1.000 - ETA: 3s - loss: 3.5296e-06 - acc: 1.000 - ETA: 3s - loss: 3.4222e-06 - acc: 1.000 - ETA: 3s - loss: 3.3226e-06 - acc: 1.000 - ETA: 3s - loss: 3.2509e-06 - acc: 1.000 - ETA: 3s - loss: 3.1645e-06 - acc: 1.000 - ETA: 3s - loss: 3.1003e-06 - acc: 1.000 - ETA: 3s - loss: 3.0382e-06 - acc: 1.000 - ETA: 2s - loss: 2.9805e-06 - acc: 1.000 - ETA: 2s - loss: 2.9152e-06 - acc: 1.000 - ETA: 2s - loss: 2.8607e-06 - acc: 1.000 - ETA: 2s - loss: 2.7916e-06 - acc: 1.000 - ETA: 2s - loss: 2.7418e-06 - acc: 1.000 - ETA: 2s - loss: 2.6787e-06 - acc: 1.000 - ETA: 2s - loss: 2.6623e-06 - acc: 1.000 - ETA: 2s - loss: 2.6177e-06 - acc: 1.000 - ETA: 2s - loss: 2.5621e-06 - acc: 1.000 - ETA: 2s - loss: 2.5210e-06 - acc: 1.000 - ETA: 2s - loss: 3.6367e-06 - acc: 1.000 - ETA: 2s - loss: 3.5797e-06 - acc: 1.000 - ETA: 2s - loss: 3.5079e-06 - acc: 1.000 - ETA: 2s - loss: 3.4568e-06 - acc: 1.000 - ETA: 2s - loss: 3.4056e-06 - acc: 1.000 - ETA: 2s - loss: 3.3784e-06 - acc: 1.000 - ETA: 2s - loss: 3.3141e-06 - acc: 1.000 - ETA: 2s - loss: 3.2754e-06 - acc: 1.000 - ETA: 1s - loss: 0.0027 - acc: 0.9998 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0027 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0026 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0024 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0023 - acc: 0.999 - ETA: 1s - loss: 0.0025 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0037 - acc: 0.999 - ETA: 0s - loss: 0.0036 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.998 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.998 - 5s 819us/step - loss: 0.0083 - acc: 0.9990 - val_loss: 1.6028 - val_acc: 0.8491 Epoch 01793: val_loss did not improve from 0.55729 Epoch 1794/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0113 - acc: 0.9900 - ETA: 5s - loss: 0.0071 - acc: 0.993 - ETA: 5s - loss: 0.0047 - acc: 0.995 - ETA: 5s - loss: 0.0038 - acc: 0.996 - ETA: 4s - loss: 0.0030 - acc: 0.997 - ETA: 4s - loss: 0.0026 - acc: 0.997 - ETA: 4s - loss: 0.0022 - acc: 0.998 - ETA: 4s - loss: 0.0019 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0011 - acc: 0.998 - ETA: 3s - loss: 0.0010 - acc: 0.998 - ETA: 3s - loss: 9.6807e-04 - acc: 0.999 - ETA: 3s - loss: 9.3874e-04 - acc: 0.999 - ETA: 3s - loss: 9.1114e-04 - acc: 0.999 - ETA: 3s - loss: 8.8513e-04 - acc: 0.999 - ETA: 3s - loss: 8.5265e-04 - acc: 0.999 - ETA: 3s - loss: 8.2247e-04 - acc: 0.999 - ETA: 3s - loss: 8.0122e-04 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.9987 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0106 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0077 - acc: 0.998 - ETA: 0s - loss: 0.0076 - acc: 0.998 - ETA: 0s - loss: 0.0075 - acc: 0.998 - ETA: 0s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 815us/step - loss: 0.0087 - acc: 0.9990 - val_loss: 1.7139 - val_acc: 0.8455 Epoch 01794: val_loss did not improve from 0.55729 Epoch 1795/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2575e-07 - acc: 1.000 - ETA: 5s - loss: 1.7621e-07 - acc: 1.000 - ETA: 5s - loss: 1.6825e-07 - acc: 1.000 - ETA: 5s - loss: 1.5756e-07 - acc: 1.000 - ETA: 5s - loss: 1.5116e-07 - acc: 1.000 - ETA: 5s - loss: 1.5299e-07 - acc: 1.000 - ETA: 5s - loss: 1.4876e-07 - acc: 1.000 - ETA: 5s - loss: 1.4548e-07 - acc: 1.000 - ETA: 4s - loss: 1.4285e-07 - acc: 1.000 - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3788e-07 - acc: 1.000 - ETA: 4s - loss: 1.3651e-07 - acc: 1.000 - ETA: 4s - loss: 1.3533e-07 - acc: 1.000 - ETA: 4s - loss: 1.3399e-07 - acc: 1.000 - ETA: 4s - loss: 1.6812e-07 - acc: 1.000 - ETA: 4s - loss: 1.6467e-07 - acc: 1.000 - ETA: 4s - loss: 1.6232e-07 - acc: 1.000 - ETA: 4s - loss: 9.0127e-06 - acc: 1.000 - ETA: 4s - loss: 8.6022e-06 - acc: 1.000 - ETA: 4s - loss: 8.2284e-06 - acc: 1.000 - ETA: 4s - loss: 7.8777e-06 - acc: 1.000 - ETA: 4s - loss: 7.5814e-06 - acc: 1.000 - ETA: 4s - loss: 7.2945e-06 - acc: 1.000 - ETA: 4s - loss: 6.9444e-06 - acc: 1.000 - ETA: 3s - loss: 6.7109e-06 - acc: 1.000 - ETA: 3s - loss: 6.4193e-06 - acc: 1.000 - ETA: 3s - loss: 6.2263e-06 - acc: 1.000 - ETA: 3s - loss: 5.9751e-06 - acc: 1.000 - ETA: 3s - loss: 0.0043 - acc: 0.9995 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - 6s 841us/step - loss: 0.0120 - acc: 0.9988 - val_loss: 1.6156 - val_acc: 0.8515 Epoch 01795: val_loss did not improve from 0.55729 Epoch 1796/2000 6680/6680 [==============================] - ETA: 4s - loss: 6.0201e-07 - acc: 1.000 - ETA: 5s - loss: 2.4065e-07 - acc: 1.000 - ETA: 5s - loss: 2.0042e-07 - acc: 1.000 - ETA: 5s - loss: 1.7881e-07 - acc: 1.000 - ETA: 5s - loss: 1.6604e-07 - acc: 1.000 - ETA: 5s - loss: 2.4070e-07 - acc: 1.000 - ETA: 5s - loss: 2.2248e-07 - acc: 1.000 - ETA: 5s - loss: 2.7561e-07 - acc: 1.000 - ETA: 5s - loss: 4.7348e-05 - acc: 1.000 - ETA: 5s - loss: 0.0278 - acc: 0.9983 - ETA: 5s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0144 - acc: 0.999 - ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - 6s 857us/step - loss: 0.0130 - acc: 0.9991 - val_loss: 1.6358 - val_acc: 0.8491 Epoch 01796: val_loss did not improve from 0.55729 Epoch 1797/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.3544e-07 - acc: 1.000 - ETA: 5s - loss: 6.2094e-06 - acc: 1.000 - ETA: 5s - loss: 3.5993e-06 - acc: 1.000 - ETA: 5s - loss: 2.3452e-06 - acc: 1.000 - ETA: 5s - loss: 1.8682e-06 - acc: 1.000 - ETA: 5s - loss: 1.7045e-04 - acc: 1.000 - ETA: 5s - loss: 1.4500e-04 - acc: 1.000 - ETA: 5s - loss: 1.2612e-04 - acc: 1.000 - ETA: 5s - loss: 1.3673e-04 - acc: 1.000 - ETA: 5s - loss: 1.2260e-04 - acc: 1.000 - ETA: 5s - loss: 1.1112e-04 - acc: 1.000 - ETA: 4s - loss: 1.0161e-04 - acc: 1.000 - ETA: 4s - loss: 9.3599e-05 - acc: 1.000 - ETA: 4s - loss: 8.4696e-05 - acc: 1.000 - ETA: 4s - loss: 7.9058e-05 - acc: 1.000 - ETA: 4s - loss: 7.4125e-05 - acc: 1.000 - ETA: 4s - loss: 6.9772e-05 - acc: 1.000 - ETA: 4s - loss: 6.5902e-05 - acc: 1.000 - ETA: 4s - loss: 6.3469e-05 - acc: 1.000 - ETA: 4s - loss: 6.0302e-05 - acc: 1.000 - ETA: 4s - loss: 5.7440e-05 - acc: 1.000 - ETA: 4s - loss: 5.4834e-05 - acc: 1.000 - ETA: 4s - loss: 5.5148e-05 - acc: 1.000 - ETA: 4s - loss: 5.2855e-05 - acc: 1.000 - ETA: 4s - loss: 5.0749e-05 - acc: 1.000 - ETA: 4s - loss: 4.8186e-05 - acc: 1.000 - ETA: 4s - loss: 4.6501e-05 - acc: 1.000 - ETA: 4s - loss: 4.5285e-05 - acc: 1.000 - ETA: 4s - loss: 4.3745e-05 - acc: 1.000 - ETA: 4s - loss: 4.2315e-05 - acc: 1.000 - ETA: 3s - loss: 4.0968e-05 - acc: 1.000 - ETA: 3s - loss: 3.9705e-05 - acc: 1.000 - ETA: 3s - loss: 4.7284e-05 - acc: 1.000 - ETA: 3s - loss: 4.5913e-05 - acc: 1.000 - ETA: 3s - loss: 4.4617e-05 - acc: 1.000 - ETA: 3s - loss: 4.3392e-05 - acc: 1.000 - ETA: 3s - loss: 0.0067 - acc: 0.9996 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 6s 852us/step - loss: 0.0095 - acc: 0.9991 - val_loss: 1.5530 - val_acc: 0.8551 Epoch 01797: val_loss did not improve from 0.55729 Epoch 1798/2000 6680/6680 [==============================] - ETA: 6s - loss: 5.2485e-06 - acc: 1.000 - ETA: 5s - loss: 2.6996e-06 - acc: 1.000 - ETA: 5s - loss: 1.7342e-06 - acc: 1.000 - ETA: 5s - loss: 1.1959e-06 - acc: 1.000 - ETA: 5s - loss: 9.8054e-07 - acc: 1.000 - ETA: 5s - loss: 8.3732e-07 - acc: 1.000 - ETA: 4s - loss: 7.0675e-07 - acc: 1.000 - ETA: 4s - loss: 6.3625e-07 - acc: 1.000 - ETA: 4s - loss: 5.9473e-07 - acc: 1.000 - ETA: 4s - loss: 5.5015e-07 - acc: 1.000 - ETA: 4s - loss: 1.0720e-06 - acc: 1.000 - ETA: 4s - loss: 2.3965e-05 - acc: 1.000 - ETA: 4s - loss: 2.2262e-05 - acc: 1.000 - ETA: 4s - loss: 0.0024 - acc: 0.9989 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0014 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0013 - acc: 0.999 - ETA: 1s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0012 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 819us/step - loss: 0.0082 - acc: 0.9993 - val_loss: 1.5135 - val_acc: 0.8539 Epoch 01798: val_loss did not improve from 0.55729 Epoch 1799/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2680e-07 - acc: 1.000 - ETA: 5s - loss: 1.2581e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 4s - loss: 6.0170e-05 - acc: 1.000 - ETA: 4s - loss: 5.0564e-05 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.999 - ETA: 3s - loss: 0.0159 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 5s 820us/step - loss: 0.0105 - acc: 0.9993 - val_loss: 1.5991 - val_acc: 0.8455 Epoch 01799: val_loss did not improve from 0.55729 Epoch 1800/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0146e-07 - acc: 1.000 - ETA: 5s - loss: 1.1912e-06 - acc: 1.000 - ETA: 5s - loss: 9.2320e-07 - acc: 1.000 - ETA: 5s - loss: 7.2220e-07 - acc: 1.000 - ETA: 5s - loss: 6.4644e-07 - acc: 1.000 - ETA: 5s - loss: 5.7617e-07 - acc: 1.000 - ETA: 4s - loss: 5.0587e-07 - acc: 1.000 - ETA: 4s - loss: 4.6854e-07 - acc: 1.000 - ETA: 4s - loss: 4.2674e-07 - acc: 1.000 - ETA: 4s - loss: 4.0111e-07 - acc: 1.000 - ETA: 4s - loss: 3.7292e-07 - acc: 1.000 - ETA: 4s - loss: 3.5529e-07 - acc: 1.000 - ETA: 4s - loss: 3.5013e-07 - acc: 1.000 - ETA: 4s - loss: 9.3098e-07 - acc: 1.000 - ETA: 4s - loss: 8.8537e-07 - acc: 1.000 - ETA: 4s - loss: 8.3249e-07 - acc: 1.000 - ETA: 4s - loss: 2.2550e-06 - acc: 1.000 - ETA: 4s - loss: 2.1216e-06 - acc: 1.000 - ETA: 4s - loss: 2.0319e-06 - acc: 1.000 - ETA: 4s - loss: 0.0044 - acc: 0.9993 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.998 - ETA: 3s - loss: 0.0112 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0190 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0182 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 815us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.5457 - val_acc: 0.8479 Epoch 01800: val_loss did not improve from 0.55729 Epoch 1801/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 2.3767e-07 - acc: 1.000 - ETA: 4s - loss: 1.9819e-07 - acc: 1.000 - ETA: 4s - loss: 8.0849e-06 - acc: 1.000 - ETA: 5s - loss: 6.7573e-06 - acc: 1.000 - ETA: 4s - loss: 5.5505e-06 - acc: 1.000 - ETA: 4s - loss: 4.7179e-06 - acc: 1.000 - ETA: 4s - loss: 5.7523e-06 - acc: 1.000 - ETA: 4s - loss: 5.2577e-06 - acc: 1.000 - ETA: 4s - loss: 4.8213e-06 - acc: 1.000 - ETA: 4s - loss: 4.3616e-06 - acc: 1.000 - ETA: 4s - loss: 4.0595e-06 - acc: 1.000 - ETA: 4s - loss: 0.0134 - acc: 0.9989 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 5s 823us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6205 - val_acc: 0.8467 Epoch 01801: val_loss did not improve from 0.55729 Epoch 1802/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4738e-06 - acc: 1.000 - ETA: 5s - loss: 8.9326e-07 - acc: 1.000 - ETA: 5s - loss: 6.6104e-07 - acc: 1.000 - ETA: 5s - loss: 5.0708e-07 - acc: 1.000 - ETA: 5s - loss: 4.3864e-07 - acc: 1.000 - ETA: 4s - loss: 6.8420e-07 - acc: 1.000 - ETA: 4s - loss: 7.2012e-07 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.997 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.998 - 5s 816us/step - loss: 0.0099 - acc: 0.9990 - val_loss: 1.5447 - val_acc: 0.8455 Epoch 01802: val_loss did not improve from 0.55729 Epoch 1803/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.0512e-04 - acc: 1.000 - ETA: 5s - loss: 1.5263e-04 - acc: 1.000 - ETA: 5s - loss: 1.1108e-04 - acc: 1.000 - ETA: 5s - loss: 8.1539e-05 - acc: 1.000 - ETA: 5s - loss: 6.8127e-05 - acc: 1.000 - ETA: 5s - loss: 5.8577e-05 - acc: 1.000 - ETA: 4s - loss: 4.9418e-05 - acc: 1.000 - ETA: 4s - loss: 4.4140e-05 - acc: 1.000 - ETA: 4s - loss: 3.8644e-05 - acc: 1.000 - ETA: 4s - loss: 3.4365e-05 - acc: 1.000 - ETA: 4s - loss: 0.0085 - acc: 0.9987 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0063 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0215 - acc: 0.997 - ETA: 3s - loss: 0.0206 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0207 - acc: 0.998 - ETA: 3s - loss: 0.0202 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0219 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0210 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 821us/step - loss: 0.0134 - acc: 0.9987 - val_loss: 1.5590 - val_acc: 0.8563 Epoch 01803: val_loss did not improve from 0.55729 Epoch 1804/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7117e-05 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0336 - acc: 0.997 - ETA: 5s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0148 - acc: 0.999 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 5s 821us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.5941 - val_acc: 0.8587 Epoch 01804: val_loss did not improve from 0.55729 Epoch 1805/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.7285e-07 - acc: 1.000 - ETA: 5s - loss: 1.3560e-07 - acc: 1.000 - ETA: 5s - loss: 1.2858e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.7009e-07 - acc: 1.000 - ETA: 5s - loss: 1.6146e-07 - acc: 1.000 - ETA: 5s - loss: 0.0099 - acc: 0.9975 - ETA: 5s - loss: 0.0086 - acc: 0.997 - ETA: 5s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0046 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - loss: 0.0020 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 825us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5774 - val_acc: 0.8491 Epoch 01805: val_loss did not improve from 0.55729 Epoch 1806/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.4884 - acc: 0.950 - ETA: 5s - loss: 0.1236 - acc: 0.987 - ETA: 5s - loss: 0.0706 - acc: 0.992 - ETA: 5s - loss: 0.0449 - acc: 0.995 - ETA: 5s - loss: 0.0330 - acc: 0.996 - ETA: 5s - loss: 0.0275 - acc: 0.997 - ETA: 5s - loss: 0.0235 - acc: 0.997 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0406 - acc: 0.996 - ETA: 4s - loss: 0.0372 - acc: 0.997 - ETA: 4s - loss: 0.0342 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0236 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0213 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - 5s 822us/step - loss: 0.0115 - acc: 0.9990 - val_loss: 1.6085 - val_acc: 0.8491 Epoch 01806: val_loss did not improve from 0.55729 Epoch 1807/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6444e-06 - acc: 1.000 - ETA: 5s - loss: 9.9077e-07 - acc: 1.000 - ETA: 5s - loss: 7.2930e-07 - acc: 1.000 - ETA: 5s - loss: 7.1082e-07 - acc: 1.000 - ETA: 5s - loss: 6.0676e-07 - acc: 1.000 - ETA: 5s - loss: 7.7683e-07 - acc: 1.000 - ETA: 4s - loss: 7.1205e-07 - acc: 1.000 - ETA: 4s - loss: 6.2758e-07 - acc: 1.000 - ETA: 4s - loss: 5.6403e-07 - acc: 1.000 - ETA: 4s - loss: 5.5937e-07 - acc: 1.000 - ETA: 4s - loss: 5.2828e-07 - acc: 1.000 - ETA: 4s - loss: 4.9023e-07 - acc: 1.000 - ETA: 4s - loss: 4.6603e-07 - acc: 1.000 - ETA: 4s - loss: 5.2788e-07 - acc: 1.000 - ETA: 4s - loss: 5.0025e-07 - acc: 1.000 - ETA: 4s - loss: 4.7983e-07 - acc: 1.000 - ETA: 4s - loss: 4.6367e-07 - acc: 1.000 - ETA: 4s - loss: 4.4227e-07 - acc: 1.000 - ETA: 4s - loss: 4.3138e-07 - acc: 1.000 - ETA: 4s - loss: 4.1627e-07 - acc: 1.000 - ETA: 4s - loss: 4.0073e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9994 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 819us/step - loss: 0.0092 - acc: 0.9993 - val_loss: 1.5987 - val_acc: 0.8503 Epoch 01807: val_loss did not improve from 0.55729 Epoch 1808/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.9857e-07 - acc: 1.000 - ETA: 5s - loss: 3.8290e-06 - acc: 1.000 - ETA: 5s - loss: 3.1747e-06 - acc: 1.000 - ETA: 4s - loss: 2.5987e-06 - acc: 1.000 - ETA: 4s - loss: 2.2887e-06 - acc: 1.000 - ETA: 4s - loss: 2.6138e-06 - acc: 1.000 - ETA: 4s - loss: 2.3020e-06 - acc: 1.000 - ETA: 4s - loss: 2.0811e-06 - acc: 1.000 - ETA: 4s - loss: 1.9302e-06 - acc: 1.000 - ETA: 4s - loss: 1.8009e-06 - acc: 1.000 - ETA: 4s - loss: 1.6547e-06 - acc: 1.000 - ETA: 4s - loss: 1.5607e-06 - acc: 1.000 - ETA: 4s - loss: 1.4519e-06 - acc: 1.000 - ETA: 4s - loss: 1.3838e-06 - acc: 1.000 - ETA: 4s - loss: 1.2995e-06 - acc: 1.000 - ETA: 4s - loss: 1.2433e-06 - acc: 1.000 - ETA: 4s - loss: 0.0106 - acc: 0.9992 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0152 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 5s 821us/step - loss: 0.0123 - acc: 0.9990 - val_loss: 1.6392 - val_acc: 0.8551 Epoch 01808: val_loss did not improve from 0.55729 Epoch 1809/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2010e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2535e-07 - acc: 1.000 - ETA: 5s - loss: 1.2487e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 6s 839us/step - loss: 0.0112 - acc: 0.9991 - val_loss: 1.6752 - val_acc: 0.8587 Epoch 01809: val_loss did not improve from 0.55729 Epoch 1810/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.3840e-06 - acc: 1.000 - ETA: 5s - loss: 1.1854e-06 - acc: 1.000 - ETA: 5s - loss: 1.3186e-06 - acc: 1.000 - ETA: 5s - loss: 1.0271e-06 - acc: 1.000 - ETA: 5s - loss: 8.3257e-07 - acc: 1.000 - ETA: 5s - loss: 7.0668e-07 - acc: 1.000 - ETA: 5s - loss: 6.1856e-07 - acc: 1.000 - ETA: 5s - loss: 5.5343e-07 - acc: 1.000 - ETA: 5s - loss: 4.8910e-07 - acc: 1.000 - ETA: 4s - loss: 4.4810e-07 - acc: 1.000 - ETA: 4s - loss: 4.8368e-07 - acc: 1.000 - ETA: 4s - loss: 4.5534e-07 - acc: 1.000 - ETA: 4s - loss: 4.5181e-07 - acc: 1.000 - ETA: 4s - loss: 4.2158e-07 - acc: 1.000 - ETA: 4s - loss: 4.0805e-07 - acc: 1.000 - ETA: 4s - loss: 3.9072e-07 - acc: 1.000 - ETA: 4s - loss: 3.7568e-07 - acc: 1.000 - ETA: 4s - loss: 3.6897e-07 - acc: 1.000 - ETA: 4s - loss: 3.5693e-07 - acc: 1.000 - ETA: 4s - loss: 3.4542e-07 - acc: 1.000 - ETA: 4s - loss: 9.7806e-07 - acc: 1.000 - ETA: 4s - loss: 9.4131e-07 - acc: 1.000 - ETA: 4s - loss: 9.0658e-07 - acc: 1.000 - ETA: 4s - loss: 8.7466e-07 - acc: 1.000 - ETA: 4s - loss: 0.0087 - acc: 0.9994 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0036 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0035 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0034 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0033 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0032 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0031 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0030 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - 6s 863us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6907 - val_acc: 0.8443 Epoch 01810: val_loss did not improve from 0.55729 Epoch 1811/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 0.0269 - acc: 0.9875 - ETA: 5s - loss: 0.1305 - acc: 0.985 - ETA: 5s - loss: 0.0914 - acc: 0.990 - ETA: 5s - loss: 0.0703 - acc: 0.992 - ETA: 5s - loss: 0.0571 - acc: 0.993 - ETA: 5s - loss: 0.0481 - acc: 0.994 - ETA: 5s - loss: 0.0416 - acc: 0.995 - ETA: 5s - loss: 0.0366 - acc: 0.996 - ETA: 5s - loss: 0.0326 - acc: 0.996 - ETA: 5s - loss: 0.0295 - acc: 0.996 - ETA: 5s - loss: 0.0269 - acc: 0.997 - ETA: 5s - loss: 0.0247 - acc: 0.997 - ETA: 4s - loss: 0.0229 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0199 - acc: 0.997 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0249 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.997 - ETA: 4s - loss: 0.0214 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0281 - acc: 0.997 - ETA: 4s - loss: 0.0285 - acc: 0.996 - ETA: 4s - loss: 0.0273 - acc: 0.996 - ETA: 4s - 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acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 6s 910us/step - loss: 0.0103 - acc: 0.9990 - val_loss: 1.6682 - val_acc: 0.8407 Epoch 01811: val_loss did not improve from 0.55729 Epoch 1812/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 6s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0620 - acc: 0.996 - ETA: 5s - loss: 0.0504 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 5s - loss: 0.0366 - acc: 0.997 - ETA: 5s - loss: 0.0322 - acc: 0.998 - ETA: 5s - loss: 0.0288 - acc: 0.998 - ETA: 5s - loss: 0.0260 - acc: 0.998 - ETA: 5s - loss: 0.0237 - acc: 0.998 - ETA: 5s - loss: 0.0436 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0375 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0329 - acc: 0.998 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 5s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0290 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0266 - acc: 0.997 - ETA: 4s - loss: 0.0255 - acc: 0.997 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 6s 913us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.6615 - val_acc: 0.8455 Epoch 01812: val_loss did not improve from 0.55729 Epoch 1813/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.5497e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 5.6392e-06 - acc: 1.000 - ETA: 4s - loss: 0.0270 - acc: 0.9958 - ETA: 4s - loss: 0.0216 - acc: 0.996 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 4s - loss: 0.0058 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 6s 833us/step - loss: 0.0113 - acc: 0.9990 - val_loss: 1.6561 - val_acc: 0.8479 Epoch 01813: val_loss did not improve from 0.55729 Epoch 1814/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2192e-07 - acc: 1.000 - ETA: 4s - loss: 3.3538e-07 - acc: 1.000 - ETA: 5s - loss: 3.0068e-07 - acc: 1.000 - ETA: 4s - loss: 2.6768e-07 - acc: 1.000 - ETA: 4s - loss: 2.8789e-07 - acc: 1.000 - ETA: 4s - loss: 2.6982e-07 - acc: 1.000 - ETA: 4s - loss: 2.5202e-07 - acc: 1.000 - ETA: 4s - loss: 2.4064e-07 - acc: 1.000 - ETA: 4s - loss: 2.2818e-07 - acc: 1.000 - ETA: 4s - loss: 2.2040e-07 - acc: 1.000 - ETA: 4s - loss: 3.9172e-07 - acc: 1.000 - ETA: 4s - loss: 3.7553e-07 - acc: 1.000 - ETA: 4s - loss: 3.5618e-07 - acc: 1.000 - ETA: 4s - loss: 3.4349e-07 - acc: 1.000 - ETA: 4s - loss: 3.2853e-07 - acc: 1.000 - ETA: 4s - loss: 3.1857e-07 - acc: 1.000 - ETA: 4s - loss: 3.0666e-07 - acc: 1.000 - ETA: 4s - loss: 0.0115 - acc: 0.9993 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 5s 823us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.6307 - val_acc: 0.8443 Epoch 01814: val_loss did not improve from 0.55729 Epoch 1815/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.5134e-07 - acc: 1.000 - ETA: 5s - loss: 2.2724e-07 - acc: 1.000 - ETA: 5s - loss: 1.7323e-07 - acc: 1.000 - ETA: 5s - loss: 1.7746e-07 - acc: 1.000 - ETA: 5s - loss: 1.6498e-07 - acc: 1.000 - ETA: 5s - loss: 1.5481e-07 - acc: 1.000 - ETA: 4s - loss: 1.4972e-07 - acc: 1.000 - ETA: 4s - loss: 1.8144e-07 - acc: 1.000 - ETA: 4s - loss: 1.7477e-07 - acc: 1.000 - ETA: 4s - loss: 1.6939e-07 - acc: 1.000 - ETA: 4s - loss: 1.6496e-07 - acc: 1.000 - ETA: 4s - loss: 1.6078e-07 - acc: 1.000 - ETA: 4s - loss: 1.5861e-07 - acc: 1.000 - ETA: 4s - loss: 1.6351e-07 - acc: 1.000 - ETA: 4s - loss: 1.5982e-07 - acc: 1.000 - ETA: 4s - loss: 1.5743e-07 - acc: 1.000 - ETA: 4s - loss: 0.0120 - acc: 0.9991 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0153 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - 5s 820us/step - loss: 0.0119 - acc: 0.9991 - val_loss: 1.5847 - val_acc: 0.8527 Epoch 01815: val_loss did not improve from 0.55729 Epoch 1816/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.6510e-07 - acc: 1.000 - ETA: 5s - loss: 1.6727e-07 - acc: 1.000 - ETA: 5s - loss: 2.2462e-06 - acc: 1.000 - ETA: 4s - loss: 0.0537 - acc: 0.9967 - ETA: 5s - loss: 0.0448 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 822us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.6561 - val_acc: 0.8455 Epoch 01816: val_loss did not improve from 0.55729 Epoch 1817/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.6242e-07 - acc: 1.000 - ETA: 5s - loss: 4.0191e-07 - acc: 1.000 - ETA: 5s - loss: 2.9911e-07 - acc: 1.000 - ETA: 5s - loss: 2.6737e-07 - acc: 1.000 - ETA: 5s - loss: 3.2750e-07 - acc: 1.000 - ETA: 4s - loss: 3.9538e-07 - acc: 1.000 - ETA: 4s - loss: 4.1020e-07 - acc: 1.000 - ETA: 4s - loss: 3.7903e-07 - acc: 1.000 - ETA: 4s - loss: 6.4466e-04 - acc: 1.000 - ETA: 4s - loss: 5.8942e-04 - acc: 1.000 - ETA: 4s - loss: 5.4289e-04 - acc: 1.000 - ETA: 4s - loss: 4.9120e-04 - acc: 1.000 - ETA: 4s - loss: 4.5846e-04 - acc: 1.000 - ETA: 4s - loss: 4.2105e-04 - acc: 1.000 - ETA: 4s - loss: 3.9677e-04 - acc: 1.000 - ETA: 4s - loss: 0.0077 - acc: 0.9991 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - 5s 820us/step - loss: 0.0139 - acc: 0.9990 - val_loss: 1.6895 - val_acc: 0.8407 Epoch 01817: val_loss did not improve from 0.55729 Epoch 1818/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.5683e-07 - acc: 1.000 - ETA: 5s - loss: 1.4657e-07 - acc: 1.000 - ETA: 5s - loss: 7.3787e-06 - acc: 1.000 - ETA: 5s - loss: 5.7655e-06 - acc: 1.000 - ETA: 4s - loss: 4.9709e-06 - acc: 1.000 - ETA: 4s - loss: 4.2581e-06 - acc: 1.000 - ETA: 4s - loss: 3.8151e-06 - acc: 1.000 - ETA: 4s - loss: 3.4664e-06 - acc: 1.000 - ETA: 4s - loss: 3.0874e-06 - acc: 1.000 - ETA: 4s - loss: 2.8539e-06 - acc: 1.000 - ETA: 4s - loss: 2.5935e-06 - acc: 1.000 - ETA: 4s - loss: 2.4295e-06 - acc: 1.000 - ETA: 4s - loss: 2.2851e-06 - acc: 1.000 - ETA: 4s - loss: 2.1230e-06 - acc: 1.000 - ETA: 4s - loss: 2.0137e-06 - acc: 1.000 - ETA: 4s - loss: 2.6602e-06 - acc: 1.000 - ETA: 4s - loss: 2.5374e-06 - acc: 1.000 - ETA: 4s - loss: 2.3908e-06 - acc: 1.000 - ETA: 4s - loss: 2.2929e-06 - acc: 1.000 - ETA: 4s - loss: 2.1738e-06 - acc: 1.000 - ETA: 4s - loss: 2.0934e-06 - acc: 1.000 - ETA: 4s - loss: 2.0184e-06 - acc: 1.000 - ETA: 3s - loss: 1.9270e-06 - acc: 1.000 - ETA: 3s - loss: 1.4145e-05 - acc: 1.000 - ETA: 3s - loss: 1.3521e-05 - acc: 1.000 - ETA: 3s - loss: 1.3089e-05 - acc: 1.000 - ETA: 3s - loss: 1.2558e-05 - acc: 1.000 - ETA: 3s - loss: 1.2185e-05 - acc: 1.000 - ETA: 3s - loss: 1.1722e-05 - acc: 1.000 - ETA: 3s - loss: 1.1397e-05 - acc: 1.000 - ETA: 3s - loss: 2.2280e-05 - acc: 1.000 - ETA: 3s - loss: 2.1697e-05 - acc: 1.000 - ETA: 3s - loss: 2.1144e-05 - acc: 1.000 - ETA: 3s - loss: 2.0619e-05 - acc: 1.000 - ETA: 3s - loss: 2.0120e-05 - acc: 1.000 - ETA: 3s - loss: 0.0024 - acc: 0.9996 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0021 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0020 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0019 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0018 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0017 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0016 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 2s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0015 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - 6s 833us/step - loss: 0.0081 - acc: 0.9993 - val_loss: 1.6149 - val_acc: 0.8455 Epoch 01818: val_loss did not improve from 0.55729 Epoch 1819/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3454e-07 - acc: 1.000 - ETA: 5s - loss: 9.8444e-07 - acc: 1.000 - ETA: 5s - loss: 1.0039e-06 - acc: 1.000 - ETA: 5s - loss: 8.4699e-07 - acc: 1.000 - ETA: 5s - loss: 7.3239e-07 - acc: 1.000 - ETA: 5s - loss: 6.8942e-07 - acc: 1.000 - ETA: 5s - loss: 6.2099e-07 - acc: 1.000 - ETA: 5s - loss: 0.0260 - acc: 0.9982 - ETA: 5s - loss: 0.0235 - acc: 0.998 - ETA: 5s - loss: 0.0215 - acc: 0.998 - ETA: 5s - loss: 0.0197 - acc: 0.998 - ETA: 5s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0123 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 6s 840us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.6233 - val_acc: 0.8467 Epoch 01819: val_loss did not improve from 0.55729 Epoch 1820/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0024 - acc: 1.0000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 9.2047e-04 - acc: 1.000 - ETA: 5s - loss: 7.4791e-04 - acc: 1.000 - ETA: 5s - loss: 6.3101e-04 - acc: 1.000 - ETA: 4s - loss: 5.2170e-04 - acc: 1.000 - ETA: 4s - loss: 4.6227e-04 - acc: 1.000 - ETA: 4s - loss: 4.0065e-04 - acc: 1.000 - ETA: 4s - loss: 3.6424e-04 - acc: 1.000 - ETA: 4s - loss: 3.2489e-04 - acc: 1.000 - ETA: 4s - loss: 3.0053e-04 - acc: 1.000 - ETA: 4s - loss: 2.7322e-04 - acc: 1.000 - ETA: 4s - loss: 0.0167 - acc: 0.9989 - ETA: 4s - loss: 0.0157 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 823us/step - loss: 0.0137 - acc: 0.9988 - val_loss: 1.5953 - val_acc: 0.8491 Epoch 01820: val_loss did not improve from 0.55729 Epoch 1821/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 1.9159e-07 - acc: 1.000 - ETA: 5s - loss: 1.6527e-07 - acc: 1.000 - ETA: 5s - loss: 1.5838e-07 - acc: 1.000 - ETA: 5s - loss: 1.6971e-07 - acc: 1.000 - ETA: 4s - loss: 1.6249e-07 - acc: 1.000 - ETA: 4s - loss: 1.5557e-07 - acc: 1.000 - ETA: 4s - loss: 1.7253e-07 - acc: 1.000 - ETA: 4s - loss: 1.6737e-07 - acc: 1.000 - ETA: 4s - loss: 1.6383e-07 - acc: 1.000 - ETA: 4s - loss: 1.6279e-07 - acc: 1.000 - ETA: 4s - loss: 1.6159e-07 - acc: 1.000 - ETA: 4s - loss: 1.5994e-07 - acc: 1.000 - ETA: 4s - loss: 5.7503e-06 - acc: 1.000 - ETA: 4s - loss: 5.3174e-06 - acc: 1.000 - ETA: 4s - loss: 5.0338e-06 - acc: 1.000 - ETA: 4s - loss: 4.7835e-06 - acc: 1.000 - ETA: 4s - loss: 4.5659e-06 - acc: 1.000 - ETA: 4s - loss: 4.3641e-06 - acc: 1.000 - ETA: 4s - loss: 4.1168e-06 - acc: 1.000 - ETA: 4s - loss: 3.8952e-06 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9993 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 816us/step - loss: 0.0097 - acc: 0.9993 - val_loss: 1.6666 - val_acc: 0.8383 Epoch 01821: val_loss did not improve from 0.55729 Epoch 1822/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-07 - acc: 1.000 - ETA: 4s - loss: 0.0438 - acc: 0.9958 - ETA: 4s - loss: 0.0350 - acc: 0.996 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0239 - acc: 0.997 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0131 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0036 - acc: 0.999 - ETA: 2s - loss: 0.0035 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0034 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 819us/step - loss: 0.0099 - acc: 0.9993 - val_loss: 1.5745 - val_acc: 0.8419 Epoch 01822: val_loss did not improve from 0.55729 Epoch 1823/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.3241e-07 - acc: 1.000 - ETA: 5s - loss: 1.2761e-07 - acc: 1.000 - ETA: 5s - loss: 3.6956e-07 - acc: 1.000 - ETA: 5s - loss: 4.5913e-07 - acc: 1.000 - ETA: 4s - loss: 4.1086e-07 - acc: 1.000 - ETA: 4s - loss: 3.6658e-07 - acc: 1.000 - ETA: 4s - loss: 3.4412e-07 - acc: 1.000 - ETA: 4s - loss: 3.2235e-07 - acc: 1.000 - ETA: 4s - loss: 3.0460e-07 - acc: 1.000 - ETA: 4s - loss: 2.8509e-07 - acc: 1.000 - ETA: 4s - loss: 0.0170 - acc: 0.9976 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0164 - acc: 0.996 - ETA: 4s - loss: 0.0152 - acc: 0.997 - ETA: 4s - loss: 0.0143 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0127 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0110 - acc: 0.997 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0076 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0067 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0057 - acc: 0.998 - ETA: 2s - loss: 0.0056 - acc: 0.998 - ETA: 2s - loss: 0.0055 - acc: 0.998 - ETA: 2s - loss: 0.0054 - acc: 0.998 - ETA: 2s - loss: 0.0053 - acc: 0.998 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - 5s 821us/step - loss: 0.0089 - acc: 0.9990 - val_loss: 1.5627 - val_acc: 0.8479 Epoch 01823: val_loss did not improve from 0.55729 Epoch 1824/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.2187e-07 - acc: 1.000 - ETA: 5s - loss: 1.5974e-07 - acc: 1.000 - ETA: 5s - loss: 1.4454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3763e-07 - acc: 1.000 - ETA: 5s - loss: 1.3749e-07 - acc: 1.000 - ETA: 5s - loss: 1.8428e-07 - acc: 1.000 - ETA: 5s - loss: 1.7498e-07 - acc: 1.000 - ETA: 5s - loss: 1.6814e-07 - acc: 1.000 - ETA: 5s - loss: 1.6369e-07 - acc: 1.000 - ETA: 4s - loss: 2.2541e-07 - acc: 1.000 - ETA: 4s - loss: 2.1575e-07 - acc: 1.000 - ETA: 4s - loss: 2.0969e-07 - acc: 1.000 - ETA: 4s - loss: 2.0273e-07 - acc: 1.000 - ETA: 4s - loss: 1.9697e-07 - acc: 1.000 - ETA: 4s - loss: 1.9036e-07 - acc: 1.000 - ETA: 4s - loss: 2.1851e-06 - acc: 1.000 - ETA: 4s - loss: 2.0682e-06 - acc: 1.000 - ETA: 4s - loss: 0.0144 - acc: 0.9991 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - 6s 881us/step - loss: 0.0123 - acc: 0.9988 - val_loss: 1.5747 - val_acc: 0.8527 Epoch 01824: val_loss did not improve from 0.55729 Epoch 1825/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 4.7003e-07 - acc: 1.000 - ETA: 5s - loss: 3.6747e-07 - acc: 1.000 - ETA: 5s - loss: 3.6566e-07 - acc: 1.000 - ETA: 5s - loss: 0.0330 - acc: 0.9969 - ETA: 5s - loss: 0.0278 - acc: 0.997 - ETA: 5s - loss: 0.0240 - acc: 0.997 - ETA: 5s - loss: 0.0211 - acc: 0.998 - ETA: 5s - loss: 0.0188 - acc: 0.998 - ETA: 5s - loss: 0.0170 - acc: 0.998 - ETA: 5s - loss: 0.0155 - acc: 0.998 - ETA: 5s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0229 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 6s 862us/step - loss: 0.0124 - acc: 0.9988 - val_loss: 1.5911 - val_acc: 0.8515 Epoch 01825: val_loss did not improve from 0.55729 Epoch 1826/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2262e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.3943e-07 - acc: 1.000 - ETA: 5s - loss: 1.3586e-07 - acc: 1.000 - ETA: 5s - loss: 2.3321e-07 - acc: 1.000 - ETA: 5s - loss: 2.1834e-07 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9981 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - 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ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - 6s 826us/step - loss: 0.0100 - acc: 0.9993 - val_loss: 1.5998 - val_acc: 0.8551 Epoch 01826: val_loss did not improve from 0.55729 Epoch 1827/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4603e-07 - acc: 1.000 - ETA: 5s - loss: 1.4731e-07 - acc: 1.000 - ETA: 5s - loss: 1.8597e-07 - acc: 1.000 - ETA: 5s - loss: 2.9965e-05 - acc: 1.000 - ETA: 5s - loss: 2.4707e-05 - acc: 1.000 - ETA: 4s - loss: 2.0076e-05 - acc: 1.000 - ETA: 4s - loss: 1.7582e-05 - acc: 1.000 - ETA: 4s - loss: 1.5095e-05 - acc: 1.000 - ETA: 4s - loss: 1.3646e-05 - acc: 1.000 - ETA: 4s - loss: 1.2100e-05 - acc: 1.000 - ETA: 4s - loss: 1.1171e-05 - acc: 1.000 - ETA: 4s - loss: 1.0118e-05 - acc: 1.000 - ETA: 4s - loss: 9.4524e-06 - acc: 1.000 - ETA: 4s - loss: 8.8690e-06 - acc: 1.000 - ETA: 4s - loss: 8.2013e-06 - acc: 1.000 - ETA: 4s - loss: 9.5301e-06 - acc: 1.000 - ETA: 4s - loss: 9.0433e-06 - acc: 1.000 - ETA: 4s - loss: 8.4677e-06 - acc: 1.000 - ETA: 4s - loss: 8.0955e-06 - acc: 1.000 - ETA: 4s - loss: 0.0119 - acc: 0.9993 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 820us/step - loss: 0.0106 - acc: 0.9993 - val_loss: 1.6792 - val_acc: 0.8479 Epoch 01827: val_loss did not improve from 0.55729 Epoch 1828/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6286e-04 - acc: 1.000 - ETA: 5s - loss: 9.0814e-05 - acc: 1.000 - ETA: 5s - loss: 4.5467e-05 - acc: 1.000 - ETA: 5s - loss: 3.3099e-05 - acc: 1.000 - ETA: 5s - loss: 2.6032e-05 - acc: 1.000 - ETA: 5s - loss: 2.0274e-05 - acc: 1.000 - ETA: 4s - loss: 2.1935e-05 - acc: 1.000 - ETA: 4s - loss: 1.8445e-05 - acc: 1.000 - ETA: 4s - loss: 1.6483e-05 - acc: 1.000 - ETA: 4s - loss: 1.4437e-05 - acc: 1.000 - ETA: 4s - loss: 1.3863e-05 - acc: 1.000 - ETA: 4s - loss: 1.2778e-05 - acc: 1.000 - ETA: 4s - loss: 0.0012 - acc: 0.9988 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.9951e-04 - acc: 0.999 - ETA: 4s - loss: 9.2413e-04 - acc: 0.999 - ETA: 4s - loss: 8.7463e-04 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.9983 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0102 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0101 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 816us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.6258 - val_acc: 0.8467 Epoch 01828: val_loss did not improve from 0.55729 Epoch 1829/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.8818e-07 - acc: 1.000 - ETA: 5s - loss: 3.8473e-07 - acc: 1.000 - ETA: 5s - loss: 3.2911e-07 - acc: 1.000 - ETA: 5s - loss: 2.8246e-07 - acc: 1.000 - ETA: 4s - loss: 2.8440e-07 - acc: 1.000 - ETA: 4s - loss: 2.6375e-07 - acc: 1.000 - ETA: 4s - loss: 2.4353e-07 - acc: 1.000 - ETA: 4s - loss: 2.2901e-07 - acc: 1.000 - ETA: 4s - loss: 2.2182e-07 - acc: 1.000 - ETA: 4s - loss: 2.1129e-07 - acc: 1.000 - ETA: 4s - loss: 2.0670e-07 - acc: 1.000 - ETA: 4s - loss: 2.0087e-07 - acc: 1.000 - ETA: 4s - loss: 1.9420e-07 - acc: 1.000 - ETA: 4s - loss: 6.3623e-05 - acc: 1.000 - ETA: 4s - loss: 5.9087e-05 - acc: 1.000 - ETA: 4s - loss: 5.6088e-05 - acc: 1.000 - ETA: 4s - loss: 5.2536e-05 - acc: 1.000 - ETA: 4s - loss: 5.0153e-05 - acc: 1.000 - ETA: 4s - loss: 4.8003e-05 - acc: 1.000 - ETA: 4s - loss: 4.5379e-05 - acc: 1.000 - ETA: 4s - loss: 4.3618e-05 - acc: 1.000 - ETA: 4s - loss: 4.7488e-05 - acc: 1.000 - ETA: 3s - loss: 4.5777e-05 - acc: 1.000 - ETA: 3s - loss: 4.4184e-05 - acc: 1.000 - ETA: 3s - loss: 4.2282e-05 - acc: 1.000 - ETA: 3s - loss: 4.0922e-05 - acc: 1.000 - ETA: 3s - loss: 3.9240e-05 - acc: 1.000 - ETA: 3s - loss: 3.8066e-05 - acc: 1.000 - ETA: 3s - loss: 3.6607e-05 - acc: 1.000 - ETA: 3s - loss: 3.5584e-05 - acc: 1.000 - ETA: 3s - loss: 3.4306e-05 - acc: 1.000 - ETA: 3s - loss: 3.3406e-05 - acc: 1.000 - ETA: 3s - loss: 3.2554e-05 - acc: 1.000 - ETA: 3s - loss: 3.1795e-05 - acc: 1.000 - ETA: 3s - loss: 3.1033e-05 - acc: 1.000 - ETA: 3s - loss: 3.0303e-05 - acc: 1.000 - ETA: 3s - loss: 2.9381e-05 - acc: 1.000 - ETA: 3s - loss: 2.8537e-05 - acc: 1.000 - ETA: 3s - loss: 2.7919e-05 - acc: 1.000 - ETA: 3s - loss: 2.7136e-05 - acc: 1.000 - ETA: 2s - loss: 2.6577e-05 - acc: 1.000 - ETA: 2s - loss: 2.5867e-05 - acc: 1.000 - ETA: 2s - loss: 2.5359e-05 - acc: 1.000 - ETA: 2s - loss: 2.4870e-05 - acc: 1.000 - ETA: 2s - loss: 0.0024 - acc: 0.9997 - ETA: 2s - loss: 0.0024 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 822us/step - loss: 0.0099 - acc: 0.9990 - val_loss: 1.6330 - val_acc: 0.8431 Epoch 01829: val_loss did not improve from 0.55729 Epoch 1830/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.8700e-06 - acc: 1.000 - ETA: 5s - loss: 1.3359e-06 - acc: 1.000 - ETA: 5s - loss: 8.1447e-07 - acc: 1.000 - ETA: 5s - loss: 0.0043 - acc: 0.9950 - ETA: 5s - loss: 0.0033 - acc: 0.996 - ETA: 5s - loss: 0.0025 - acc: 0.997 - ETA: 5s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.999 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8195e-04 - acc: 0.999 - ETA: 4s - loss: 9.2420e-04 - acc: 0.999 - ETA: 4s - loss: 8.8515e-04 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.9987 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - 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acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 5s 822us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.6068 - val_acc: 0.8503 Epoch 01830: val_loss did not improve from 0.55729 Epoch 1831/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.6129e-07 - acc: 1.000 - ETA: 5s - loss: 3.0473e-07 - acc: 1.000 - ETA: 5s - loss: 2.2091e-07 - acc: 1.000 - ETA: 5s - loss: 1.9480e-07 - acc: 1.000 - ETA: 4s - loss: 1.8537e-07 - acc: 1.000 - ETA: 5s - loss: 2.6326e-07 - acc: 1.000 - ETA: 4s - loss: 2.3707e-07 - acc: 1.000 - ETA: 4s - loss: 2.2292e-07 - acc: 1.000 - ETA: 4s - loss: 2.1319e-07 - acc: 1.000 - ETA: 4s - loss: 2.2063e-07 - acc: 1.000 - ETA: 4s - loss: 2.1534e-07 - acc: 1.000 - ETA: 4s - loss: 2.0625e-07 - acc: 1.000 - ETA: 4s - loss: 2.1422e-07 - acc: 1.000 - ETA: 4s - loss: 2.0726e-07 - acc: 1.000 - ETA: 4s - loss: 2.0187e-07 - acc: 1.000 - ETA: 4s - loss: 1.9756e-07 - acc: 1.000 - ETA: 4s - loss: 1.9568e-07 - acc: 1.000 - ETA: 4s - loss: 1.0445e-06 - acc: 1.000 - ETA: 4s - loss: 1.1098e-06 - acc: 1.000 - ETA: 4s - loss: 1.0507e-06 - acc: 1.000 - ETA: 4s - loss: 1.0109e-06 - acc: 1.000 - ETA: 4s - loss: 9.6276e-07 - acc: 1.000 - ETA: 4s - loss: 9.2990e-07 - acc: 1.000 - ETA: 4s - loss: 8.9949e-07 - acc: 1.000 - ETA: 3s - loss: 8.6234e-07 - acc: 1.000 - ETA: 3s - loss: 0.0010 - acc: 0.9994 - ETA: 3s - loss: 0.0068 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 5s 815us/step - loss: 0.0119 - acc: 0.9990 - val_loss: 1.5881 - val_acc: 0.8491 Epoch 01831: val_loss did not improve from 0.55729 Epoch 1832/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.1526e-07 - acc: 1.000 - ETA: 5s - loss: 2.7269e-07 - acc: 1.000 - ETA: 5s - loss: 2.1032e-07 - acc: 1.000 - ETA: 5s - loss: 1.8358e-07 - acc: 1.000 - ETA: 5s - loss: 1.7836e-07 - acc: 1.000 - ETA: 5s - loss: 1.6745e-07 - acc: 1.000 - ETA: 5s - loss: 3.1004e-06 - acc: 1.000 - ETA: 5s - loss: 3.0132e-06 - acc: 1.000 - ETA: 4s - loss: 2.5940e-06 - acc: 1.000 - ETA: 4s - loss: 2.3554e-06 - acc: 1.000 - ETA: 4s - loss: 2.1024e-06 - acc: 1.000 - ETA: 4s - loss: 1.9287e-06 - acc: 1.000 - ETA: 4s - loss: 1.7963e-06 - acc: 1.000 - ETA: 4s - loss: 2.0333e-06 - acc: 1.000 - ETA: 4s - loss: 1.9137e-06 - acc: 1.000 - ETA: 4s - loss: 1.7756e-06 - acc: 1.000 - ETA: 4s - loss: 1.6853e-06 - acc: 1.000 - ETA: 4s - loss: 9.3758e-06 - acc: 1.000 - ETA: 4s - loss: 1.0586e-05 - acc: 1.000 - ETA: 4s - loss: 9.9560e-06 - acc: 1.000 - ETA: 4s - loss: 9.5288e-06 - acc: 1.000 - ETA: 4s - loss: 9.0132e-06 - acc: 1.000 - ETA: 4s - loss: 8.6621e-06 - acc: 1.000 - ETA: 4s - loss: 8.3803e-06 - acc: 1.000 - ETA: 3s - loss: 7.9887e-06 - acc: 1.000 - ETA: 3s - loss: 7.7375e-06 - acc: 1.000 - ETA: 3s - loss: 7.5815e-06 - acc: 1.000 - ETA: 3s - loss: 7.2605e-06 - acc: 1.000 - ETA: 3s - loss: 6.9660e-06 - acc: 1.000 - ETA: 3s - loss: 6.6949e-06 - acc: 1.000 - ETA: 3s - loss: 6.5057e-06 - acc: 1.000 - ETA: 3s - loss: 6.2692e-06 - acc: 1.000 - ETA: 3s - loss: 6.1030e-06 - acc: 1.000 - ETA: 3s - loss: 5.9457e-06 - acc: 1.000 - ETA: 3s - loss: 5.7482e-06 - acc: 1.000 - ETA: 3s - loss: 5.6086e-06 - acc: 1.000 - ETA: 3s - loss: 5.4349e-06 - acc: 1.000 - ETA: 3s - loss: 5.3103e-06 - acc: 1.000 - ETA: 3s - loss: 5.1530e-06 - acc: 1.000 - ETA: 3s - loss: 5.0412e-06 - acc: 1.000 - ETA: 3s - loss: 4.9128e-06 - acc: 1.000 - ETA: 3s - loss: 4.8124e-06 - acc: 1.000 - ETA: 3s - loss: 0.0056 - acc: 0.9997 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - 5s 818us/step - loss: 0.0082 - acc: 0.9993 - val_loss: 1.6662 - val_acc: 0.8431 Epoch 01832: val_loss did not improve from 0.55729 Epoch 1833/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0032 - acc: 1.0000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 8.4600e-04 - acc: 1.000 - ETA: 5s - loss: 7.0502e-04 - acc: 1.000 - ETA: 4s - loss: 6.0441e-04 - acc: 1.000 - ETA: 4s - loss: 5.0773e-04 - acc: 1.000 - ETA: 4s - loss: 4.5334e-04 - acc: 1.000 - ETA: 4s - loss: 3.9711e-04 - acc: 1.000 - ETA: 4s - loss: 3.6308e-04 - acc: 1.000 - ETA: 4s - loss: 3.2627e-04 - acc: 1.000 - ETA: 4s - loss: 3.0298e-04 - acc: 1.000 - ETA: 4s - loss: 2.8279e-04 - acc: 1.000 - ETA: 4s - loss: 2.5972e-04 - acc: 1.000 - ETA: 4s - loss: 2.4475e-04 - acc: 1.000 - ETA: 4s - loss: 2.2728e-04 - acc: 1.000 - ETA: 4s - loss: 2.1573e-04 - acc: 1.000 - ETA: 4s - loss: 2.0530e-04 - acc: 1.000 - ETA: 4s - loss: 1.9583e-04 - acc: 1.000 - ETA: 4s - loss: 1.8448e-04 - acc: 1.000 - ETA: 4s - loss: 1.7681e-04 - acc: 1.000 - ETA: 4s - loss: 1.6974e-04 - acc: 1.000 - ETA: 4s - loss: 1.6116e-04 - acc: 1.000 - ETA: 4s - loss: 1.5526e-04 - acc: 1.000 - ETA: 3s - loss: 1.4806e-04 - acc: 1.000 - ETA: 3s - loss: 1.4307e-04 - acc: 1.000 - ETA: 3s - loss: 1.3841e-04 - acc: 1.000 - ETA: 3s - loss: 1.3265e-04 - acc: 1.000 - ETA: 3s - loss: 1.2735e-04 - acc: 1.000 - ETA: 3s - loss: 1.2365e-04 - acc: 1.000 - ETA: 3s - loss: 1.2015e-04 - acc: 1.000 - ETA: 3s - loss: 1.1579e-04 - acc: 1.000 - ETA: 3s - loss: 1.1173e-04 - acc: 1.000 - ETA: 3s - loss: 1.0887e-04 - acc: 1.000 - ETA: 3s - loss: 1.0527e-04 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 6s 824us/step - loss: 0.0094 - acc: 0.9991 - val_loss: 1.5371 - val_acc: 0.8479 Epoch 01833: val_loss did not improve from 0.55729 Epoch 1834/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 0.2015 - acc: 0.9875 - ETA: 5s - loss: 0.1007 - acc: 0.993 - ETA: 5s - loss: 0.0672 - acc: 0.995 - ETA: 5s - loss: 0.0537 - acc: 0.996 - ETA: 5s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0701 - acc: 0.995 - ETA: 4s - loss: 0.0620 - acc: 0.996 - ETA: 4s - loss: 0.0537 - acc: 0.996 - ETA: 4s - loss: 0.0488 - acc: 0.997 - ETA: 4s - loss: 0.0436 - acc: 0.997 - ETA: 4s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0375 - acc: 0.997 - ETA: 4s - loss: 0.0343 - acc: 0.997 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0283 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0301 - acc: 0.997 - ETA: 4s - loss: 0.0289 - acc: 0.997 - ETA: 3s - loss: 0.0275 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0265 - acc: 0.997 - ETA: 3s - loss: 0.0256 - acc: 0.997 - ETA: 3s - loss: 0.0248 - acc: 0.997 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0181 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - 6s 824us/step - loss: 0.0071 - acc: 0.9993 - val_loss: 1.5437 - val_acc: 0.8551 Epoch 01834: val_loss did not improve from 0.55729 Epoch 1835/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 4.6237e-07 - acc: 1.000 - ETA: 5s - loss: 3.7104e-07 - acc: 1.000 - ETA: 5s - loss: 3.2898e-07 - acc: 1.000 - ETA: 5s - loss: 2.8964e-07 - acc: 1.000 - ETA: 5s - loss: 2.6435e-07 - acc: 1.000 - ETA: 5s - loss: 2.8222e-07 - acc: 1.000 - ETA: 4s - loss: 2.5807e-07 - acc: 1.000 - ETA: 4s - loss: 2.4458e-07 - acc: 1.000 - ETA: 4s - loss: 2.7226e-07 - acc: 1.000 - ETA: 4s - loss: 2.5985e-07 - acc: 1.000 - ETA: 4s - loss: 2.6152e-07 - acc: 1.000 - ETA: 4s - loss: 5.6408e-06 - acc: 1.000 - ETA: 4s - loss: 5.2984e-06 - acc: 1.000 - ETA: 4s - loss: 5.0017e-06 - acc: 1.000 - ETA: 4s - loss: 4.7253e-06 - acc: 1.000 - ETA: 4s - loss: 4.4021e-06 - acc: 1.000 - ETA: 4s - loss: 4.1879e-06 - acc: 1.000 - ETA: 4s - loss: 3.9942e-06 - acc: 1.000 - ETA: 4s - loss: 3.8196e-06 - acc: 1.000 - ETA: 4s - loss: 3.6589e-06 - acc: 1.000 - ETA: 4s - loss: 3.4690e-06 - acc: 1.000 - ETA: 4s - loss: 3.3368e-06 - acc: 1.000 - ETA: 4s - loss: 3.1759e-06 - acc: 1.000 - ETA: 4s - loss: 3.0676e-06 - acc: 1.000 - ETA: 3s - loss: 2.9321e-06 - acc: 1.000 - ETA: 3s - loss: 2.8383e-06 - acc: 1.000 - ETA: 3s - loss: 2.7530e-06 - acc: 1.000 - ETA: 3s - loss: 2.6707e-06 - acc: 1.000 - ETA: 3s - loss: 2.5687e-06 - acc: 1.000 - ETA: 3s - loss: 2.4974e-06 - acc: 1.000 - ETA: 3s - loss: 2.4085e-06 - acc: 1.000 - ETA: 3s - loss: 2.3461e-06 - acc: 1.000 - ETA: 3s - loss: 2.2869e-06 - acc: 1.000 - ETA: 3s - loss: 2.2170e-06 - acc: 1.000 - ETA: 3s - loss: 2.1653e-06 - acc: 1.000 - ETA: 3s - loss: 2.1154e-06 - acc: 1.000 - ETA: 3s - loss: 2.0835e-06 - acc: 1.000 - ETA: 3s - loss: 0.0055 - acc: 0.9996 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - 5s 823us/step - loss: 0.0151 - acc: 0.9984 - val_loss: 1.5750 - val_acc: 0.8503 Epoch 01835: val_loss did not improve from 0.55729 Epoch 1836/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6391e-07 - acc: 1.000 - ETA: 5s - loss: 1.4475e-07 - acc: 1.000 - ETA: 5s - loss: 5.1341e-05 - acc: 1.000 - ETA: 5s - loss: 4.0365e-05 - acc: 1.000 - ETA: 5s - loss: 3.3271e-05 - acc: 1.000 - ETA: 4s - loss: 2.6956e-05 - acc: 1.000 - ETA: 4s - loss: 2.3602e-05 - acc: 1.000 - ETA: 4s - loss: 2.0249e-05 - acc: 1.000 - ETA: 4s - loss: 1.8313e-05 - acc: 1.000 - ETA: 4s - loss: 1.6784e-05 - acc: 1.000 - ETA: 4s - loss: 1.5033e-05 - acc: 1.000 - ETA: 4s - loss: 1.3942e-05 - acc: 1.000 - ETA: 4s - loss: 1.2714e-05 - acc: 1.000 - ETA: 4s - loss: 1.1927e-05 - acc: 1.000 - ETA: 4s - loss: 1.4473e-04 - acc: 1.000 - ETA: 4s - loss: 1.7403e-04 - acc: 1.000 - ETA: 4s - loss: 1.6208e-04 - acc: 1.000 - ETA: 4s - loss: 1.5411e-04 - acc: 1.000 - ETA: 4s - loss: 1.4690e-04 - acc: 1.000 - ETA: 4s - loss: 1.3827e-04 - acc: 1.000 - ETA: 4s - loss: 1.3243e-04 - acc: 1.000 - ETA: 4s - loss: 1.2538e-04 - acc: 1.000 - ETA: 4s - loss: 1.2059e-04 - acc: 1.000 - ETA: 4s - loss: 1.1613e-04 - acc: 1.000 - ETA: 4s - loss: 1.1199e-04 - acc: 1.000 - ETA: 3s - loss: 0.0094 - acc: 0.9994 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - 6s 827us/step - loss: 0.0108 - acc: 0.9993 - val_loss: 1.6280 - val_acc: 0.8491 Epoch 01836: val_loss did not improve from 0.55729 Epoch 1837/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2159e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2989e-07 - acc: 1.000 - ETA: 5s - loss: 1.5239e-07 - acc: 1.000 - ETA: 5s - loss: 1.5696e-07 - acc: 1.000 - ETA: 5s - loss: 1.5010e-07 - acc: 1.000 - ETA: 4s - loss: 1.5704e-07 - acc: 1.000 - ETA: 4s - loss: 1.5641e-07 - acc: 1.000 - ETA: 4s - loss: 4.4047e-07 - acc: 1.000 - ETA: 4s - loss: 2.9059e-06 - acc: 1.000 - ETA: 4s - loss: 2.6277e-06 - acc: 1.000 - ETA: 4s - loss: 2.4527e-06 - acc: 1.000 - ETA: 4s - loss: 2.3011e-06 - acc: 1.000 - ETA: 4s - loss: 2.1686e-06 - acc: 1.000 - ETA: 4s - loss: 2.0332e-06 - acc: 1.000 - ETA: 4s - loss: 1.9387e-06 - acc: 1.000 - ETA: 4s - loss: 1.9261e-06 - acc: 1.000 - ETA: 4s - loss: 1.8141e-06 - acc: 1.000 - ETA: 4s - loss: 1.7533e-06 - acc: 1.000 - ETA: 4s - loss: 1.6616e-06 - acc: 1.000 - ETA: 4s - loss: 6.7014e-05 - acc: 1.000 - ETA: 4s - loss: 6.3583e-05 - acc: 1.000 - ETA: 4s - loss: 6.1233e-05 - acc: 1.000 - ETA: 3s - loss: 5.8357e-05 - acc: 1.000 - ETA: 3s - loss: 5.5740e-05 - acc: 1.000 - ETA: 3s - loss: 5.3926e-05 - acc: 1.000 - ETA: 3s - loss: 5.1701e-05 - acc: 1.000 - ETA: 3s - loss: 4.9645e-05 - acc: 1.000 - ETA: 3s - loss: 4.8203e-05 - acc: 1.000 - ETA: 3s - loss: 4.6849e-05 - acc: 1.000 - ETA: 3s - loss: 4.5564e-05 - acc: 1.000 - ETA: 3s - loss: 4.3955e-05 - acc: 1.000 - ETA: 3s - loss: 0.0069 - acc: 0.9996 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - 6s 827us/step - loss: 0.0101 - acc: 0.9990 - val_loss: 1.6372 - val_acc: 0.8455 Epoch 01837: val_loss did not improve from 0.55729 Epoch 1838/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.6093e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 3.2515e-05 - acc: 1.000 - ETA: 5s - loss: 2.3683e-05 - acc: 1.000 - ETA: 5s - loss: 1.8643e-05 - acc: 1.000 - ETA: 5s - loss: 1.4531e-05 - acc: 1.000 - ETA: 4s - loss: 1.2659e-05 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0109 - 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acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - 6s 824us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.5518 - val_acc: 0.8515 Epoch 01838: val_loss did not improve from 0.55729 Epoch 1839/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 1.3011e-06 - acc: 1.000 - ETA: 5s - loss: 8.7135e-07 - acc: 1.000 - ETA: 5s - loss: 7.1017e-07 - acc: 1.000 - ETA: 5s - loss: 8.0557e-07 - acc: 1.000 - ETA: 4s - loss: 6.7483e-07 - acc: 1.000 - ETA: 4s - loss: 6.0538e-07 - acc: 1.000 - ETA: 4s - loss: 1.2962e-06 - acc: 1.000 - ETA: 4s - loss: 1.1491e-06 - acc: 1.000 - ETA: 4s - loss: 0.0103 - acc: 0.9986 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0088 - acc: 0.998 - ETA: 4s - 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ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 5s 822us/step - loss: 0.0130 - acc: 0.9988 - val_loss: 1.5739 - val_acc: 0.8623 Epoch 01839: val_loss did not improve from 0.55729 Epoch 1840/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.5157e-07 - acc: 1.000 - ETA: 5s - loss: 1.4186e-07 - acc: 1.000 - ETA: 5s - loss: 2.9138e-07 - acc: 1.000 - ETA: 5s - loss: 2.5910e-07 - acc: 1.000 - ETA: 5s - loss: 0.0354 - acc: 0.9974 - ETA: 5s - loss: 0.0306 - acc: 0.997 - ETA: 5s - loss: 0.0259 - acc: 0.998 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 5s 820us/step - loss: 0.0131 - acc: 0.9988 - val_loss: 1.5924 - val_acc: 0.8479 Epoch 01840: val_loss did not improve from 0.55729 Epoch 1841/2000 6680/6680 [==============================] - ETA: 4s - loss: 5.3419e-05 - acc: 1.000 - ETA: 5s - loss: 1.3453e-05 - acc: 1.000 - ETA: 5s - loss: 7.2392e-06 - acc: 1.000 - ETA: 5s - loss: 5.8358e-06 - acc: 1.000 - ETA: 4s - loss: 4.3113e-06 - acc: 1.000 - ETA: 5s - loss: 3.6127e-06 - acc: 1.000 - ETA: 4s - loss: 3.5208e-06 - acc: 1.000 - ETA: 4s - loss: 2.9795e-06 - acc: 1.000 - ETA: 4s - loss: 2.6730e-06 - acc: 1.000 - ETA: 4s - loss: 2.4278e-06 - acc: 1.000 - ETA: 4s - loss: 2.1640e-06 - acc: 1.000 - ETA: 4s - loss: 1.9543e-06 - acc: 1.000 - ETA: 4s - loss: 1.8232e-06 - acc: 1.000 - ETA: 4s - loss: 1.7097e-06 - acc: 1.000 - ETA: 4s - loss: 1.6144e-06 - acc: 1.000 - ETA: 4s - loss: 1.5280e-06 - acc: 1.000 - ETA: 4s - loss: 1.4256e-06 - acc: 1.000 - ETA: 4s - loss: 1.3585e-06 - acc: 1.000 - ETA: 4s - loss: 1.2976e-06 - acc: 1.000 - ETA: 4s - loss: 1.2251e-06 - acc: 1.000 - ETA: 4s - loss: 1.1829e-06 - acc: 1.000 - ETA: 4s - loss: 1.1318e-06 - acc: 1.000 - ETA: 4s - loss: 1.0989e-06 - acc: 1.000 - ETA: 4s - loss: 1.0502e-06 - acc: 1.000 - ETA: 4s - loss: 1.0162e-06 - acc: 1.000 - ETA: 3s - loss: 0.0084 - acc: 0.9994 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.997 - ETA: 3s - loss: 0.0207 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0182 - acc: 0.997 - ETA: 2s - loss: 0.0177 - acc: 0.997 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0218 - acc: 0.997 - ETA: 2s - loss: 0.0214 - acc: 0.997 - ETA: 2s - loss: 0.0208 - acc: 0.997 - ETA: 2s - loss: 0.0203 - acc: 0.997 - ETA: 2s - loss: 0.0200 - acc: 0.997 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0172 - acc: 0.998 - ETA: 0s - loss: 0.0169 - acc: 0.998 - ETA: 0s - loss: 0.0167 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - 5s 816us/step - loss: 0.0142 - acc: 0.9987 - val_loss: 1.5910 - val_acc: 0.8491 Epoch 01841: val_loss did not improve from 0.55729 Epoch 1842/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.0328e-04 - acc: 1.000 - ETA: 5s - loss: 7.5926e-05 - acc: 1.000 - ETA: 5s - loss: 3.8040e-05 - acc: 1.000 - ETA: 5s - loss: 2.7789e-05 - acc: 1.000 - ETA: 5s - loss: 2.1863e-05 - acc: 1.000 - ETA: 5s - loss: 1.7558e-05 - acc: 1.000 - ETA: 4s - loss: 1.4410e-05 - acc: 1.000 - ETA: 4s - loss: 1.2695e-05 - acc: 1.000 - ETA: 4s - loss: 1.0963e-05 - acc: 1.000 - ETA: 4s - loss: 9.9468e-06 - acc: 1.000 - ETA: 4s - loss: 1.3367e-05 - acc: 1.000 - ETA: 4s - loss: 1.2348e-05 - acc: 1.000 - ETA: 4s - loss: 1.1245e-05 - acc: 1.000 - ETA: 4s - loss: 1.0520e-05 - acc: 1.000 - ETA: 4s - loss: 9.8888e-06 - acc: 1.000 - ETA: 4s - loss: 9.1552e-06 - acc: 1.000 - ETA: 4s - loss: 8.6711e-06 - acc: 1.000 - ETA: 4s - loss: 8.1010e-06 - acc: 1.000 - ETA: 4s - loss: 7.6036e-06 - acc: 1.000 - ETA: 4s - loss: 7.2685e-06 - acc: 1.000 - ETA: 4s - loss: 6.8658e-06 - acc: 1.000 - ETA: 4s - loss: 6.5936e-06 - acc: 1.000 - ETA: 4s - loss: 6.2759e-06 - acc: 1.000 - ETA: 4s - loss: 6.0847e-06 - acc: 1.000 - ETA: 3s - loss: 5.8054e-06 - acc: 1.000 - ETA: 3s - loss: 5.6115e-06 - acc: 1.000 - ETA: 3s - loss: 5.3727e-06 - acc: 1.000 - ETA: 3s - loss: 5.2068e-06 - acc: 1.000 - ETA: 3s - loss: 5.0643e-06 - acc: 1.000 - ETA: 3s - loss: 4.8704e-06 - acc: 1.000 - ETA: 3s - loss: 4.7382e-06 - acc: 1.000 - ETA: 3s - loss: 4.5693e-06 - acc: 1.000 - ETA: 3s - loss: 4.4554e-06 - acc: 1.000 - ETA: 3s - loss: 4.3423e-06 - acc: 1.000 - ETA: 3s - loss: 4.2349e-06 - acc: 1.000 - ETA: 3s - loss: 4.1920e-06 - acc: 1.000 - ETA: 3s - loss: 4.0946e-06 - acc: 1.000 - ETA: 3s - loss: 4.8410e-06 - acc: 1.000 - ETA: 3s - loss: 4.7340e-06 - acc: 1.000 - ETA: 3s - loss: 4.5983e-06 - acc: 1.000 - ETA: 3s - loss: 4.5019e-06 - acc: 1.000 - ETA: 3s - loss: 4.3798e-06 - acc: 1.000 - ETA: 2s - loss: 4.2922e-06 - acc: 1.000 - ETA: 2s - loss: 4.2084e-06 - acc: 1.000 - ETA: 2s - loss: 4.1015e-06 - acc: 1.000 - ETA: 2s - loss: 4.0251e-06 - acc: 1.000 - ETA: 2s - loss: 3.9539e-06 - acc: 1.000 - ETA: 2s - loss: 4.0082e-06 - acc: 1.000 - ETA: 2s - loss: 3.9152e-06 - acc: 1.000 - ETA: 2s - loss: 3.8482e-06 - acc: 1.000 - ETA: 2s - loss: 3.7629e-06 - acc: 1.000 - ETA: 2s - loss: 3.7012e-06 - acc: 1.000 - ETA: 2s - loss: 3.6527e-06 - acc: 1.000 - ETA: 2s - loss: 3.5758e-06 - acc: 1.000 - ETA: 2s - loss: 1.1775e-05 - acc: 1.000 - ETA: 2s - loss: 1.1531e-05 - acc: 1.000 - ETA: 2s - loss: 1.1356e-05 - acc: 1.000 - ETA: 2s - loss: 1.1185e-05 - acc: 1.000 - ETA: 2s - loss: 3.5118e-05 - acc: 1.000 - ETA: 2s - loss: 3.4604e-05 - acc: 1.000 - ETA: 1s - loss: 3.3949e-05 - acc: 1.000 - ETA: 1s - loss: 3.3469e-05 - acc: 1.000 - ETA: 1s - loss: 3.2848e-05 - acc: 1.000 - ETA: 1s - loss: 3.2414e-05 - acc: 1.000 - ETA: 1s - loss: 3.1977e-05 - acc: 1.000 - ETA: 1s - loss: 1.8455e-04 - acc: 1.000 - ETA: 1s - loss: 1.8212e-04 - acc: 1.000 - ETA: 1s - loss: 1.7976e-04 - acc: 1.000 - ETA: 1s - loss: 0.0051 - acc: 0.9996 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0043 - acc: 0.999 - ETA: 0s - loss: 0.0042 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0041 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - 5s 819us/step - loss: 0.0090 - acc: 0.9993 - val_loss: 1.6157 - val_acc: 0.8455 Epoch 01842: val_loss did not improve from 0.55729 Epoch 1843/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6868e-07 - acc: 1.000 - ETA: 5s - loss: 1.7248e-07 - acc: 1.000 - ETA: 5s - loss: 7.8780e-07 - acc: 1.000 - ETA: 5s - loss: 1.2011e-06 - acc: 1.000 - ETA: 4s - loss: 9.8854e-07 - acc: 1.000 - ETA: 4s - loss: 1.1084e-06 - acc: 1.000 - ETA: 4s - loss: 9.9425e-07 - acc: 1.000 - ETA: 4s - loss: 8.7427e-07 - acc: 1.000 - ETA: 4s - loss: 8.1503e-07 - acc: 1.000 - ETA: 4s - loss: 7.4111e-07 - acc: 1.000 - ETA: 4s - loss: 9.3279e-07 - acc: 1.000 - ETA: 4s - loss: 6.1891e-05 - acc: 1.000 - ETA: 4s - loss: 5.7863e-05 - acc: 1.000 - ETA: 4s - loss: 5.3243e-05 - acc: 1.000 - ETA: 4s - loss: 4.9311e-05 - acc: 1.000 - ETA: 4s - loss: 4.6910e-05 - acc: 1.000 - ETA: 4s - loss: 4.3925e-05 - acc: 1.000 - ETA: 4s - loss: 4.1876e-05 - acc: 1.000 - ETA: 4s - loss: 3.9420e-05 - acc: 1.000 - ETA: 4s - loss: 3.7760e-05 - acc: 1.000 - ETA: 4s - loss: 0.0085 - acc: 0.9993 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 819us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.6745 - val_acc: 0.8467 Epoch 01843: val_loss did not improve from 0.55729 Epoch 1844/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.3723e-07 - acc: 1.000 - ETA: 5s - loss: 7.5608e-06 - acc: 1.000 - ETA: 5s - loss: 5.7004e-06 - acc: 1.000 - ETA: 5s - loss: 4.3051e-06 - acc: 1.000 - ETA: 5s - loss: 3.6467e-06 - acc: 1.000 - ETA: 4s - loss: 3.0358e-06 - acc: 1.000 - ETA: 4s - loss: 2.6995e-06 - acc: 1.000 - ETA: 4s - loss: 0.0019 - acc: 0.9983 - ETA: 4s - loss: 0.0017 - acc: 0.998 - ETA: 4s - loss: 0.0015 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.999 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.7226e-04 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.9985 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0187 - acc: 0.998 - ETA: 1s - loss: 0.0184 - acc: 0.998 - ETA: 1s - loss: 0.0181 - acc: 0.998 - ETA: 1s - loss: 0.0179 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - 5s 813us/step - loss: 0.0118 - acc: 0.9991 - val_loss: 1.6647 - val_acc: 0.8383 Epoch 01844: val_loss did not improve from 0.55729 Epoch 1845/2000 6680/6680 [==============================] - ETA: 4s - loss: 7.9871e-07 - acc: 1.000 - ETA: 5s - loss: 2.9579e-07 - acc: 1.000 - ETA: 5s - loss: 2.4252e-07 - acc: 1.000 - ETA: 5s - loss: 2.0916e-07 - acc: 1.000 - ETA: 5s - loss: 1.8988e-07 - acc: 1.000 - ETA: 5s - loss: 2.0233e-07 - acc: 1.000 - ETA: 4s - loss: 1.9045e-07 - acc: 1.000 - ETA: 4s - loss: 1.7953e-07 - acc: 1.000 - ETA: 4s - loss: 1.7945e-07 - acc: 1.000 - ETA: 4s - loss: 0.0160 - acc: 0.9984 - ETA: 4s - loss: 0.0369 - acc: 0.997 - ETA: 4s - loss: 0.0331 - acc: 0.997 - ETA: 4s - loss: 0.0308 - acc: 0.997 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0231 - acc: 0.998 - ETA: 4s - loss: 0.0219 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0287 - acc: 0.997 - ETA: 4s - loss: 0.0276 - acc: 0.998 - ETA: 4s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0176 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 820us/step - loss: 0.0116 - acc: 0.9990 - val_loss: 1.5814 - val_acc: 0.8455 Epoch 01845: val_loss did not improve from 0.55729 Epoch 1846/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9968e-07 - acc: 1.000 - ETA: 5s - loss: 3.2907e-04 - acc: 1.000 - ETA: 5s - loss: 1.8849e-04 - acc: 1.000 - ETA: 5s - loss: 6.3839e-04 - acc: 1.000 - ETA: 5s - loss: 5.0161e-04 - acc: 1.000 - ETA: 5s - loss: 3.9018e-04 - acc: 1.000 - ETA: 4s - loss: 3.1928e-04 - acc: 1.000 - ETA: 4s - loss: 2.8098e-04 - acc: 1.000 - ETA: 4s - loss: 2.5089e-04 - acc: 1.000 - ETA: 4s - loss: 2.1954e-04 - acc: 1.000 - ETA: 4s - loss: 1.9516e-04 - acc: 1.000 - ETA: 4s - loss: 1.8016e-04 - acc: 1.000 - ETA: 4s - loss: 1.6730e-04 - acc: 1.000 - ETA: 4s - loss: 0.0128 - acc: 0.9989 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0232 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0199 - acc: 0.998 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0253 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0234 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0218 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0206 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0242 - acc: 0.998 - ETA: 2s - loss: 0.0238 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0228 - acc: 0.998 - ETA: 2s - loss: 0.0224 - acc: 0.998 - ETA: 2s - loss: 0.0220 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 1s - loss: 0.0206 - acc: 0.998 - ETA: 1s - loss: 0.0202 - acc: 0.998 - ETA: 1s - loss: 0.0199 - acc: 0.998 - ETA: 1s - loss: 0.0197 - acc: 0.998 - ETA: 1s - loss: 0.0194 - acc: 0.998 - ETA: 1s - loss: 0.0191 - acc: 0.998 - ETA: 1s - loss: 0.0188 - acc: 0.998 - ETA: 1s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.999 - ETA: 0s - loss: 0.0150 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.999 - ETA: 0s - loss: 0.0146 - acc: 0.999 - ETA: 0s - loss: 0.0145 - acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0140 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0137 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - 5s 818us/step - loss: 0.0130 - acc: 0.9991 - val_loss: 1.6341 - val_acc: 0.8527 Epoch 01846: val_loss did not improve from 0.55729 Epoch 1847/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0266e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 1.7139e-06 - acc: 1.000 - ETA: 5s - loss: 1.4158e-06 - acc: 1.000 - ETA: 5s - loss: 1.1997e-06 - acc: 1.000 - ETA: 4s - loss: 1.2266e-06 - acc: 1.000 - ETA: 4s - loss: 1.1468e-06 - acc: 1.000 - ETA: 4s - loss: 1.0051e-06 - acc: 1.000 - ETA: 4s - loss: 8.9823e-07 - acc: 1.000 - ETA: 4s - loss: 8.3331e-07 - acc: 1.000 - ETA: 4s - loss: 7.7009e-07 - acc: 1.000 - ETA: 4s - loss: 7.2468e-07 - acc: 1.000 - ETA: 4s - loss: 0.0107 - acc: 0.9989 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0138 - 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acc: 0.999 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 5s 823us/step - loss: 0.0149 - acc: 0.9988 - val_loss: 1.5271 - val_acc: 0.8539 Epoch 01847: val_loss did not improve from 0.55729 Epoch 1848/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3106e-05 - acc: 1.000 - ETA: 5s - loss: 5.7405e-06 - acc: 1.000 - ETA: 5s - loss: 3.3433e-06 - acc: 1.000 - ETA: 5s - loss: 2.8255e-06 - acc: 1.000 - ETA: 5s - loss: 2.2562e-06 - acc: 1.000 - ETA: 5s - loss: 2.0521e-04 - acc: 1.000 - ETA: 4s - loss: 1.6615e-04 - acc: 1.000 - ETA: 4s - loss: 1.4542e-04 - acc: 1.000 - ETA: 4s - loss: 1.2468e-04 - acc: 1.000 - ETA: 4s - loss: 1.1262e-04 - acc: 1.000 - ETA: 4s - loss: 1.0270e-04 - acc: 1.000 - ETA: 4s - loss: 9.1905e-05 - acc: 1.000 - ETA: 4s - loss: 8.5189e-05 - acc: 1.000 - ETA: 4s - loss: 7.7628e-05 - acc: 1.000 - ETA: 4s - loss: 7.2800e-05 - acc: 1.000 - ETA: 4s - loss: 6.7226e-05 - acc: 1.000 - ETA: 4s - loss: 6.3612e-05 - acc: 1.000 - ETA: 4s - loss: 6.0396e-05 - acc: 1.000 - ETA: 4s - loss: 5.6510e-05 - acc: 1.000 - ETA: 4s - loss: 5.3960e-05 - acc: 1.000 - ETA: 4s - loss: 5.1584e-05 - acc: 1.000 - ETA: 4s - loss: 4.9371e-05 - acc: 1.000 - ETA: 4s - loss: 4.7439e-05 - acc: 1.000 - ETA: 4s - loss: 4.5043e-05 - acc: 1.000 - ETA: 4s - loss: 0.0071 - acc: 0.9994 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 5s 817us/step - loss: 0.0120 - acc: 0.9991 - val_loss: 1.5300 - val_acc: 0.8587 Epoch 01848: val_loss did not improve from 0.55729 Epoch 1849/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.6194e-07 - acc: 1.000 - ETA: 5s - loss: 1.0085e-06 - acc: 1.000 - ETA: 5s - loss: 6.7504e-07 - acc: 1.000 - ETA: 5s - loss: 5.5380e-07 - acc: 1.000 - ETA: 5s - loss: 4.3870e-07 - acc: 1.000 - ETA: 5s - loss: 3.8943e-07 - acc: 1.000 - ETA: 4s - loss: 3.6427e-07 - acc: 1.000 - ETA: 4s - loss: 3.3737e-07 - acc: 1.000 - ETA: 4s - loss: 4.0149e-07 - acc: 1.000 - ETA: 4s - loss: 3.7456e-07 - acc: 1.000 - ETA: 4s - loss: 2.1976e-05 - acc: 1.000 - ETA: 4s - loss: 2.0209e-05 - acc: 1.000 - ETA: 4s - loss: 1.8702e-05 - acc: 1.000 - ETA: 4s - loss: 1.7028e-05 - acc: 1.000 - ETA: 4s - loss: 1.5952e-05 - acc: 1.000 - ETA: 4s - loss: 1.4710e-05 - acc: 1.000 - ETA: 4s - loss: 1.3899e-05 - acc: 1.000 - ETA: 4s - loss: 1.3174e-05 - acc: 1.000 - ETA: 4s - loss: 1.2608e-05 - acc: 1.000 - ETA: 4s - loss: 0.0022 - acc: 0.9992 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0020 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0077 - acc: 0.998 - ETA: 3s - loss: 0.0074 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - 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acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 6s 832us/step - loss: 0.0108 - acc: 0.9987 - val_loss: 1.5540 - val_acc: 0.8563 Epoch 01849: val_loss did not improve from 0.55729 Epoch 1850/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.5002e-07 - acc: 1.000 - ETA: 5s - loss: 2.0191e-07 - acc: 1.000 - ETA: 5s - loss: 1.6647e-07 - acc: 1.000 - ETA: 5s - loss: 1.5348e-07 - acc: 1.000 - ETA: 5s - loss: 1.5841e-07 - acc: 1.000 - ETA: 5s - loss: 0.0329 - acc: 0.9971 - ETA: 5s - loss: 0.0280 - acc: 0.997 - ETA: 5s - loss: 0.0243 - acc: 0.997 - ETA: 5s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0119 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0067 - acc: 0.999 - ETA: 4s - loss: 0.0065 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 848us/step - loss: 0.0146 - acc: 0.9987 - val_loss: 1.5359 - val_acc: 0.8467 Epoch 01850: val_loss did not improve from 0.55729 Epoch 1851/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.3113e-06 - acc: 1.000 - ETA: 5s - loss: 4.4629e-07 - acc: 1.000 - ETA: 5s - loss: 3.0611e-07 - acc: 1.000 - ETA: 5s - loss: 2.5004e-07 - acc: 1.000 - ETA: 5s - loss: 2.1985e-07 - acc: 1.000 - ETA: 5s - loss: 1.9670e-07 - acc: 1.000 - ETA: 5s - loss: 1.8507e-07 - acc: 1.000 - ETA: 5s - loss: 1.7726e-07 - acc: 1.000 - ETA: 5s - loss: 1.7377e-07 - acc: 1.000 - ETA: 4s - loss: 1.6895e-07 - acc: 1.000 - ETA: 4s - loss: 1.6292e-07 - acc: 1.000 - ETA: 4s - loss: 1.5928e-07 - acc: 1.000 - ETA: 4s - loss: 1.5620e-07 - acc: 1.000 - ETA: 4s - loss: 1.5355e-07 - acc: 1.000 - ETA: 4s - loss: 1.5126e-07 - acc: 1.000 - ETA: 4s - loss: 1.6876e-07 - acc: 1.000 - ETA: 4s - loss: 1.6707e-07 - acc: 1.000 - ETA: 4s - loss: 0.0058 - acc: 0.9991 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0051 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0029 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0027 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0026 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 6s 857us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.5777 - val_acc: 0.8527 Epoch 01851: val_loss did not improve from 0.55729 Epoch 1852/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3113e-07 - acc: 1.000 - ETA: 5s - loss: 1.4715e-07 - acc: 1.000 - ETA: 5s - loss: 1.3953e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 8.0987e-05 - acc: 1.000 - ETA: 5s - loss: 6.9435e-05 - acc: 1.000 - ETA: 5s - loss: 6.0770e-05 - acc: 1.000 - ETA: 5s - loss: 5.4062e-05 - acc: 1.000 - ETA: 4s - loss: 4.7114e-05 - acc: 1.000 - ETA: 4s - loss: 0.0237 - acc: 0.9985 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0250 - acc: 0.998 - ETA: 3s - loss: 0.0327 - acc: 0.997 - ETA: 3s - loss: 0.0317 - acc: 0.997 - ETA: 3s - loss: 0.0308 - acc: 0.998 - ETA: 3s - loss: 0.0299 - acc: 0.998 - ETA: 3s - loss: 0.0292 - acc: 0.998 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0276 - acc: 0.998 - ETA: 3s - loss: 0.0269 - acc: 0.998 - ETA: 3s - loss: 0.0262 - acc: 0.998 - ETA: 3s - loss: 0.0256 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0243 - acc: 0.998 - ETA: 3s - loss: 0.0236 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0212 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0149 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - 6s 849us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.6745 - val_acc: 0.8383 Epoch 01852: val_loss did not improve from 0.55729 Epoch 1853/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3709e-07 - acc: 1.000 - ETA: 5s - loss: 1.3059e-07 - acc: 1.000 - ETA: 5s - loss: 1.2815e-07 - acc: 1.000 - ETA: 5s - loss: 1.2675e-07 - acc: 1.000 - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 4s - loss: 1.3846e-07 - acc: 1.000 - ETA: 4s - loss: 1.3632e-07 - acc: 1.000 - ETA: 4s - loss: 1.3461e-07 - acc: 1.000 - ETA: 4s - loss: 1.3321e-07 - acc: 1.000 - ETA: 4s - loss: 1.3204e-07 - acc: 1.000 - ETA: 4s - loss: 1.3105e-07 - acc: 1.000 - ETA: 4s - loss: 1.2995e-07 - acc: 1.000 - ETA: 4s - loss: 1.2938e-07 - acc: 1.000 - ETA: 4s - loss: 1.4554e-07 - acc: 1.000 - ETA: 4s - loss: 1.4403e-07 - acc: 1.000 - ETA: 4s - loss: 1.5295e-07 - acc: 1.000 - ETA: 4s - loss: 1.5376e-07 - acc: 1.000 - ETA: 4s - loss: 1.5209e-07 - acc: 1.000 - ETA: 4s - loss: 2.2280e-07 - acc: 1.000 - ETA: 4s - loss: 3.8117e-04 - acc: 1.000 - ETA: 4s - loss: 3.6551e-04 - acc: 1.000 - ETA: 4s - loss: 3.5109e-04 - acc: 1.000 - ETA: 4s - loss: 3.3776e-04 - acc: 1.000 - ETA: 4s - loss: 3.2149e-04 - acc: 1.000 - ETA: 4s - loss: 3.1028e-04 - acc: 1.000 - ETA: 3s - loss: 2.9650e-04 - acc: 1.000 - ETA: 3s - loss: 2.8694e-04 - acc: 1.000 - ETA: 3s - loss: 2.7797e-04 - acc: 1.000 - ETA: 3s - loss: 2.6955e-04 - acc: 1.000 - ETA: 3s - loss: 2.5909e-04 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0123 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 6s 844us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.6466 - val_acc: 0.8491 Epoch 01853: val_loss did not improve from 0.55729 Epoch 1854/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.4571e-07 - acc: 1.000 - ETA: 5s - loss: 3.5797e-05 - acc: 1.000 - ETA: 5s - loss: 1.8494e-05 - acc: 1.000 - ETA: 5s - loss: 1.2394e-05 - acc: 1.000 - ETA: 5s - loss: 9.9560e-06 - acc: 1.000 - ETA: 4s - loss: 7.8863e-06 - acc: 1.000 - ETA: 4s - loss: 6.5355e-06 - acc: 1.000 - ETA: 4s - loss: 9.7542e-06 - acc: 1.000 - ETA: 4s - loss: 8.7574e-06 - acc: 1.000 - ETA: 4s - loss: 7.9476e-06 - acc: 1.000 - ETA: 4s - loss: 7.2783e-06 - acc: 1.000 - ETA: 4s - loss: 6.5440e-06 - acc: 1.000 - ETA: 4s - loss: 6.0915e-06 - acc: 1.000 - ETA: 4s - loss: 5.5722e-06 - acc: 1.000 - ETA: 4s - loss: 5.1455e-06 - acc: 1.000 - ETA: 4s - loss: 5.2914e-06 - acc: 1.000 - ETA: 4s - loss: 5.0192e-06 - acc: 1.000 - ETA: 4s - loss: 4.7742e-06 - acc: 1.000 - ETA: 4s - loss: 4.5579e-06 - acc: 1.000 - ETA: 4s - loss: 4.3563e-06 - acc: 1.000 - ETA: 4s - loss: 4.1729e-06 - acc: 1.000 - ETA: 4s - loss: 4.0040e-06 - acc: 1.000 - ETA: 4s - loss: 3.8486e-06 - acc: 1.000 - ETA: 4s - loss: 3.6601e-06 - acc: 1.000 - ETA: 4s - loss: 3.5306e-06 - acc: 1.000 - ETA: 3s - loss: 3.3719e-06 - acc: 1.000 - ETA: 3s - loss: 3.2664e-06 - acc: 1.000 - ETA: 3s - loss: 3.1491e-06 - acc: 1.000 - ETA: 3s - loss: 3.0327e-06 - acc: 1.000 - ETA: 3s - loss: 2.9174e-06 - acc: 1.000 - ETA: 3s - loss: 2.8366e-06 - acc: 1.000 - ETA: 3s - loss: 2.7605e-06 - acc: 1.000 - ETA: 3s - loss: 2.6724e-06 - acc: 1.000 - ETA: 3s - loss: 2.6052e-06 - acc: 1.000 - ETA: 3s - loss: 4.6520e-06 - acc: 1.000 - ETA: 3s - loss: 4.5387e-06 - acc: 1.000 - ETA: 3s - loss: 0.0066 - acc: 0.9996 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - 6s 827us/step - loss: 0.0161 - acc: 0.9988 - val_loss: 1.6309 - val_acc: 0.8455 Epoch 01854: val_loss did not improve from 0.55729 Epoch 1855/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2890e-07 - acc: 1.000 - ETA: 5s - loss: 1.2474e-07 - acc: 1.000 - ETA: 5s - loss: 1.2308e-07 - acc: 1.000 - ETA: 5s - loss: 1.2998e-07 - acc: 1.000 - ETA: 5s - loss: 1.2871e-07 - acc: 1.000 - ETA: 5s - loss: 0.0143 - acc: 0.9975 - ETA: 5s - loss: 0.0119 - acc: 0.997 - ETA: 5s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0101 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0087 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 825us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.6316 - val_acc: 0.8467 Epoch 01855: val_loss did not improve from 0.55729 Epoch 1856/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.4693e-05 - acc: 1.000 - ETA: 5s - loss: 2.0154e-05 - acc: 1.000 - ETA: 5s - loss: 1.4144e-05 - acc: 1.000 - ETA: 5s - loss: 1.0152e-05 - acc: 1.000 - ETA: 5s - loss: 7.9225e-06 - acc: 1.000 - ETA: 4s - loss: 6.8270e-06 - acc: 1.000 - ETA: 4s - loss: 5.7544e-06 - acc: 1.000 - ETA: 4s - loss: 5.1506e-06 - acc: 1.000 - ETA: 4s - loss: 4.5220e-06 - acc: 1.000 - ETA: 4s - loss: 4.1453e-06 - acc: 1.000 - ETA: 4s - loss: 3.8874e-06 - acc: 1.000 - ETA: 4s - loss: 3.5334e-06 - acc: 1.000 - ETA: 4s - loss: 0.0179 - acc: 0.9989 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 4s - loss: 0.0234 - acc: 0.998 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0319 - acc: 0.998 - ETA: 4s - loss: 0.0306 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 3s - loss: 0.0278 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0255 - acc: 0.998 - ETA: 3s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0240 - acc: 0.998 - ETA: 3s - loss: 0.0231 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0197 - acc: 0.998 - ETA: 3s - loss: 0.0192 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0165 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 2s - loss: 0.0150 - acc: 0.999 - ETA: 2s - loss: 0.0147 - acc: 0.999 - ETA: 2s - loss: 0.0144 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 6s 827us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.6067 - val_acc: 0.8527 Epoch 01856: val_loss did not improve from 0.55729 Epoch 1857/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.2577e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.4955e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.3884e-07 - acc: 1.000 - ETA: 4s - loss: 1.5327e-07 - acc: 1.000 - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 4s - loss: 1.5040e-07 - acc: 1.000 - ETA: 4s - loss: 1.4853e-07 - acc: 1.000 - ETA: 4s - loss: 1.4778e-07 - acc: 1.000 - ETA: 4s - loss: 1.4547e-07 - acc: 1.000 - ETA: 4s - loss: 1.4291e-07 - acc: 1.000 - ETA: 4s - loss: 1.4418e-07 - acc: 1.000 - ETA: 4s - loss: 1.4317e-07 - acc: 1.000 - ETA: 4s - loss: 0.0155 - acc: 0.9990 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0178 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.998 - ETA: 4s - loss: 0.0257 - acc: 0.998 - ETA: 4s - loss: 0.0247 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0227 - acc: 0.998 - ETA: 3s - loss: 0.0217 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 6s 823us/step - loss: 0.0132 - acc: 0.9990 - val_loss: 1.5270 - val_acc: 0.8599 Epoch 01857: val_loss did not improve from 0.55729 Epoch 1858/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 1.2778e-07 - acc: 1.000 - ETA: 5s - loss: 1.2544e-07 - acc: 1.000 - ETA: 5s - loss: 1.2411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2324e-07 - acc: 1.000 - ETA: 5s - loss: 3.0556e-06 - acc: 1.000 - ETA: 5s - loss: 2.6726e-06 - acc: 1.000 - ETA: 5s - loss: 2.3780e-06 - acc: 1.000 - ETA: 4s - loss: 2.0768e-06 - acc: 1.000 - ETA: 4s - loss: 1.8988e-06 - acc: 1.000 - ETA: 4s - loss: 1.7064e-06 - acc: 1.000 - ETA: 4s - loss: 1.5874e-06 - acc: 1.000 - ETA: 4s - loss: 1.4850e-06 - acc: 1.000 - ETA: 4s - loss: 1.3687e-06 - acc: 1.000 - ETA: 4s - loss: 1.2707e-06 - acc: 1.000 - ETA: 4s - loss: 1.2068e-06 - acc: 1.000 - ETA: 4s - loss: 1.1410e-06 - acc: 1.000 - ETA: 4s - loss: 1.0908e-06 - acc: 1.000 - ETA: 4s - loss: 1.0312e-06 - acc: 1.000 - ETA: 4s - loss: 9.9197e-07 - acc: 1.000 - ETA: 4s - loss: 0.0098 - acc: 0.9993 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 6s 889us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.6099 - val_acc: 0.8455 Epoch 01858: val_loss did not improve from 0.55729 Epoch 1859/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3028e-07 - acc: 1.000 - ETA: 5s - loss: 1.2696e-07 - acc: 1.000 - ETA: 5s - loss: 2.5950e-07 - acc: 1.000 - ETA: 5s - loss: 2.3474e-07 - acc: 1.000 - ETA: 4s - loss: 2.2295e-07 - acc: 1.000 - ETA: 4s - loss: 2.0998e-07 - acc: 1.000 - ETA: 4s - loss: 2.0042e-07 - acc: 1.000 - ETA: 4s - loss: 1.9256e-07 - acc: 1.000 - ETA: 4s - loss: 1.8597e-07 - acc: 1.000 - ETA: 4s - loss: 1.8768e-07 - acc: 1.000 - ETA: 4s - loss: 1.8550e-07 - acc: 1.000 - ETA: 4s - loss: 0.0046 - acc: 0.9989 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0078 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0072 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.998 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0043 - acc: 0.998 - ETA: 3s - loss: 0.0066 - acc: 0.998 - ETA: 3s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0062 - acc: 0.998 - ETA: 3s - loss: 0.0060 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0056 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0053 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0051 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.998 - ETA: 2s - loss: 0.0104 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 0s - loss: 0.0073 - acc: 0.998 - ETA: 0s - loss: 0.0072 - acc: 0.998 - ETA: 0s - loss: 0.0071 - acc: 0.998 - ETA: 0s - loss: 0.0070 - acc: 0.998 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - 5s 822us/step - loss: 0.0103 - acc: 0.9988 - val_loss: 1.5687 - val_acc: 0.8395 Epoch 01859: val_loss did not improve from 0.55729 Epoch 1860/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3351e-07 - acc: 1.000 - ETA: 5s - loss: 1.1736e-06 - acc: 1.000 - ETA: 5s - loss: 8.2211e-07 - acc: 1.000 - ETA: 5s - loss: 7.3120e-07 - acc: 1.000 - ETA: 5s - loss: 6.4360e-07 - acc: 1.000 - ETA: 4s - loss: 5.4907e-07 - acc: 1.000 - ETA: 4s - loss: 4.9797e-07 - acc: 1.000 - ETA: 4s - loss: 4.4572e-07 - acc: 1.000 - ETA: 4s - loss: 1.1711e-06 - acc: 1.000 - ETA: 4s - loss: 1.0834e-06 - acc: 1.000 - ETA: 4s - loss: 1.0093e-06 - acc: 1.000 - ETA: 4s - loss: 9.2653e-07 - acc: 1.000 - ETA: 4s - loss: 8.7388e-07 - acc: 1.000 - ETA: 4s - loss: 0.0161 - acc: 0.9990 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.997 - ETA: 3s - loss: 0.0169 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0158 - acc: 0.997 - ETA: 3s - loss: 0.0154 - acc: 0.997 - ETA: 3s - loss: 0.0151 - acc: 0.997 - ETA: 2s - loss: 0.0148 - acc: 0.997 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 820us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.5386 - val_acc: 0.8455 Epoch 01860: val_loss did not improve from 0.55729 Epoch 1861/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2591e-07 - acc: 1.000 - ETA: 5s - loss: 1.5880e-07 - acc: 1.000 - ETA: 5s - loss: 5.7534e-06 - acc: 1.000 - ETA: 5s - loss: 5.7715e-06 - acc: 1.000 - ETA: 5s - loss: 4.5199e-06 - acc: 1.000 - ETA: 4s - loss: 3.9693e-06 - acc: 1.000 - ETA: 4s - loss: 3.3533e-06 - acc: 1.000 - ETA: 4s - loss: 2.9072e-06 - acc: 1.000 - ETA: 4s - loss: 2.6458e-06 - acc: 1.000 - ETA: 4s - loss: 7.2025e-05 - acc: 1.000 - ETA: 4s - loss: 6.6494e-05 - acc: 1.000 - ETA: 4s - loss: 6.1755e-05 - acc: 1.000 - ETA: 4s - loss: 5.6401e-05 - acc: 1.000 - ETA: 4s - loss: 5.2958e-05 - acc: 1.000 - ETA: 4s - loss: 5.5813e-05 - acc: 1.000 - ETA: 4s - loss: 5.1837e-05 - acc: 1.000 - ETA: 4s - loss: 4.9207e-05 - acc: 1.000 - ETA: 4s - loss: 4.6092e-05 - acc: 1.000 - ETA: 4s - loss: 4.4002e-05 - acc: 1.000 - ETA: 4s - loss: 4.1495e-05 - acc: 1.000 - ETA: 4s - loss: 3.9258e-05 - acc: 1.000 - ETA: 4s - loss: 3.7254e-05 - acc: 1.000 - ETA: 3s - loss: 3.5887e-05 - acc: 1.000 - 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loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0140 - acc: 0.999 - ETA: 2s - loss: 0.0138 - acc: 0.999 - ETA: 2s - loss: 0.0135 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - 5s 816us/step - loss: 0.0089 - acc: 0.9993 - val_loss: 1.5754 - val_acc: 0.8515 Epoch 01861: val_loss did not improve from 0.55729 Epoch 1862/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.5749e-07 - acc: 1.000 - ETA: 5s - loss: 4.7934e-05 - acc: 1.000 - ETA: 5s - loss: 3.5981e-05 - acc: 1.000 - ETA: 5s - loss: 2.7021e-05 - acc: 1.000 - ETA: 5s - loss: 2.2773e-05 - acc: 1.000 - ETA: 5s - loss: 1.9687e-05 - acc: 1.000 - ETA: 5s - loss: 1.7339e-05 - acc: 1.000 - ETA: 4s - loss: 1.4964e-05 - acc: 1.000 - ETA: 4s - loss: 1.3761e-05 - acc: 1.000 - ETA: 4s - loss: 1.2246e-05 - acc: 1.000 - ETA: 4s - loss: 0.0207 - acc: 0.9987 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 6s 826us/step - loss: 0.0103 - acc: 0.9991 - val_loss: 1.6242 - val_acc: 0.8479 Epoch 01862: val_loss did not improve from 0.55729 Epoch 1863/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4782e-07 - acc: 1.000 - ETA: 5s - loss: 8.7859e-05 - acc: 1.000 - ETA: 4s - loss: 5.8613e-05 - acc: 1.000 - ETA: 4s - loss: 4.6915e-05 - acc: 1.000 - ETA: 5s - loss: 3.9126e-05 - acc: 1.000 - ETA: 4s - loss: 3.2199e-05 - acc: 1.000 - ETA: 4s - loss: 3.3012e-05 - acc: 1.000 - ETA: 4s - loss: 2.6520e-04 - acc: 1.000 - ETA: 4s - loss: 2.3207e-04 - acc: 1.000 - ETA: 4s - loss: 2.1219e-04 - acc: 1.000 - ETA: 4s - loss: 1.9052e-04 - acc: 1.000 - ETA: 4s - loss: 1.7794e-04 - acc: 1.000 - ETA: 4s - loss: 1.6381e-04 - acc: 1.000 - ETA: 4s - loss: 1.5379e-04 - acc: 1.000 - ETA: 4s - loss: 1.4219e-04 - acc: 1.000 - ETA: 4s - loss: 1.3458e-04 - acc: 1.000 - ETA: 4s - loss: 1.2828e-04 - acc: 1.000 - ETA: 4s - loss: 1.2015e-04 - acc: 1.000 - ETA: 4s - loss: 1.1469e-04 - acc: 1.000 - ETA: 4s - loss: 1.0814e-04 - acc: 1.000 - ETA: 4s - loss: 1.0370e-04 - acc: 1.000 - ETA: 4s - loss: 9.8324e-05 - acc: 1.000 - ETA: 4s - loss: 9.4641e-05 - acc: 1.000 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - 5s 819us/step - loss: 0.0127 - acc: 0.9991 - val_loss: 1.7130 - val_acc: 0.8419 Epoch 01863: val_loss did not improve from 0.55729 Epoch 1864/2000 6680/6680 [==============================] - 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acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - 6s 827us/step - loss: 0.0130 - acc: 0.9990 - val_loss: 1.6137 - val_acc: 0.8551 Epoch 01865: val_loss did not improve from 0.55729 Epoch 1866/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3784e-07 - acc: 1.000 - ETA: 5s - loss: 3.6375e-06 - acc: 1.000 - ETA: 5s - loss: 2.6780e-06 - acc: 1.000 - ETA: 4s - loss: 2.0004e-06 - acc: 1.000 - ETA: 4s - loss: 0.0298 - acc: 0.9974 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0126 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - 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ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 5s 821us/step - loss: 0.0093 - acc: 0.9991 - val_loss: 1.5407 - val_acc: 0.8527 Epoch 01866: val_loss did not improve from 0.55729 Epoch 1867/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7464e-07 - acc: 1.000 - ETA: 5s - loss: 1.5385e-07 - acc: 1.000 - ETA: 5s - loss: 2.2921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0628e-07 - acc: 1.000 - ETA: 5s - loss: 1.9126e-07 - acc: 1.000 - ETA: 5s - loss: 2.0504e-07 - acc: 1.000 - ETA: 5s - loss: 1.9592e-07 - acc: 1.000 - ETA: 5s - loss: 2.1423e-07 - acc: 1.000 - ETA: 4s - loss: 2.0156e-07 - acc: 1.000 - ETA: 4s - loss: 1.9408e-07 - acc: 1.000 - ETA: 4s - loss: 1.8598e-07 - acc: 1.000 - ETA: 4s - loss: 1.8604e-07 - acc: 1.000 - ETA: 4s - loss: 1.8249e-07 - acc: 1.000 - ETA: 4s - loss: 0.0038 - acc: 0.9989 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0028 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0024 - acc: 0.999 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 6s 825us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5249 - val_acc: 0.8539 Epoch 01867: val_loss did not improve from 0.55729 Epoch 1868/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.9744e-06 - acc: 1.000 - ETA: 5s - loss: 8.3523e-07 - acc: 1.000 - ETA: 5s - loss: 0.1007 - acc: 0.9937 - ETA: 5s - loss: 0.0733 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - 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acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0044 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0052 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0051 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 6s 827us/step - loss: 0.0117 - acc: 0.9991 - val_loss: 1.5515 - val_acc: 0.8527 Epoch 01868: val_loss did not improve from 0.55729 Epoch 1869/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.9499e-07 - acc: 1.000 - ETA: 5s - loss: 1.6744e-07 - acc: 1.000 - ETA: 5s - loss: 7.5213e-07 - acc: 1.000 - ETA: 5s - loss: 6.1148e-07 - acc: 1.000 - ETA: 4s - loss: 5.4116e-07 - acc: 1.000 - ETA: 4s - loss: 6.4004e-07 - acc: 1.000 - ETA: 4s - loss: 5.8239e-07 - acc: 1.000 - ETA: 4s - loss: 7.6769e-07 - acc: 1.000 - ETA: 4s - loss: 7.1083e-07 - acc: 1.000 - ETA: 4s - loss: 0.0212 - acc: 0.9987 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - 5s 823us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.5446 - val_acc: 0.8491 Epoch 01869: val_loss did not improve from 0.55729 Epoch 1870/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 1.6451e-07 - acc: 1.000 - ETA: 5s - loss: 1.6254e-07 - acc: 1.000 - ETA: 5s - loss: 1.5479e-07 - acc: 1.000 - ETA: 5s - loss: 1.5244e-07 - acc: 1.000 - ETA: 5s - loss: 1.5264e-07 - acc: 1.000 - ETA: 5s - loss: 1.4878e-07 - acc: 1.000 - ETA: 4s - loss: 4.1951e-07 - acc: 1.000 - ETA: 4s - loss: 3.8375e-07 - acc: 1.000 - ETA: 4s - loss: 3.6261e-07 - acc: 1.000 - ETA: 4s - loss: 3.5291e-07 - acc: 1.000 - ETA: 4s - loss: 3.3151e-07 - acc: 1.000 - ETA: 4s - loss: 1.3816e-06 - acc: 1.000 - ETA: 4s - loss: 1.3049e-06 - acc: 1.000 - ETA: 4s - loss: 1.2156e-06 - acc: 1.000 - ETA: 4s - loss: 1.1605e-06 - acc: 1.000 - ETA: 4s - loss: 1.1075e-06 - acc: 1.000 - ETA: 4s - loss: 1.0597e-06 - acc: 1.000 - ETA: 4s - loss: 1.0027e-06 - acc: 1.000 - ETA: 4s - loss: 9.6592e-07 - acc: 1.000 - ETA: 4s - loss: 9.3064e-07 - acc: 1.000 - ETA: 4s - loss: 8.9818e-07 - acc: 1.000 - ETA: 4s - loss: 8.6822e-07 - acc: 1.000 - ETA: 4s - loss: 8.4048e-07 - acc: 1.000 - ETA: 4s - 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acc: 0.999 - ETA: 4s - loss: 0.0153 - acc: 0.999 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - 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acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 861us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.5622 - val_acc: 0.8563 Epoch 01871: val_loss did not improve from 0.55729 Epoch 1872/2000 6680/6680 [==============================] - ETA: 6s - loss: 4.7088e-07 - acc: 1.000 - ETA: 6s - loss: 8.0901e-06 - acc: 1.000 - ETA: 6s - loss: 4.6740e-06 - acc: 1.000 - ETA: 5s - loss: 3.3105e-06 - acc: 1.000 - ETA: 5s - loss: 3.0309e-04 - acc: 1.000 - ETA: 5s - loss: 2.4966e-04 - acc: 1.000 - ETA: 5s - loss: 2.1223e-04 - acc: 1.000 - ETA: 5s - loss: 1.8474e-04 - acc: 1.000 - ETA: 5s - loss: 1.6351e-04 - acc: 1.000 - ETA: 5s - loss: 1.4661e-04 - acc: 1.000 - ETA: 5s - loss: 1.3288e-04 - acc: 1.000 - ETA: 5s - loss: 1.2150e-04 - acc: 1.000 - ETA: 5s - loss: 1.1192e-04 - acc: 1.000 - ETA: 4s - loss: 1.0129e-04 - acc: 1.000 - ETA: 4s - loss: 9.4542e-05 - acc: 1.000 - ETA: 4s - loss: 9.0244e-05 - acc: 1.000 - ETA: 4s - loss: 8.4945e-05 - acc: 1.000 - ETA: 4s - loss: 8.0233e-05 - acc: 1.000 - ETA: 4s - loss: 7.4714e-05 - acc: 1.000 - ETA: 4s - loss: 7.1059e-05 - acc: 1.000 - ETA: 4s - loss: 6.7755e-05 - acc: 1.000 - ETA: 4s - loss: 6.4729e-05 - acc: 1.000 - ETA: 4s - loss: 6.1960e-05 - acc: 1.000 - ETA: 4s - loss: 5.9419e-05 - acc: 1.000 - ETA: 4s - loss: 5.7079e-05 - acc: 1.000 - ETA: 4s - loss: 5.4917e-05 - acc: 1.000 - ETA: 4s - loss: 5.3785e-05 - acc: 1.000 - ETA: 4s - loss: 0.0079 - acc: 0.9994 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 6s 858us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5497 - val_acc: 0.8491 Epoch 01872: val_loss did not improve from 0.55729 Epoch 1873/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2457e-06 - acc: 1.000 - ETA: 5s - loss: 6.9613e-06 - acc: 1.000 - ETA: 5s - loss: 4.0371e-06 - acc: 1.000 - ETA: 5s - loss: 2.6127e-06 - acc: 1.000 - ETA: 5s - loss: 5.9611e-06 - acc: 1.000 - ETA: 5s - loss: 5.0613e-06 - acc: 1.000 - ETA: 5s - loss: 4.3200e-06 - acc: 1.000 - ETA: 4s - loss: 3.6271e-06 - acc: 1.000 - ETA: 4s - loss: 3.2373e-06 - acc: 1.000 - ETA: 4s - loss: 2.9271e-06 - acc: 1.000 - ETA: 4s - loss: 2.5967e-06 - acc: 1.000 - ETA: 4s - loss: 2.3521e-06 - acc: 1.000 - ETA: 4s - loss: 2.1640e-06 - acc: 1.000 - ETA: 4s - loss: 2.0302e-06 - acc: 1.000 - ETA: 4s - loss: 1.8757e-06 - acc: 1.000 - ETA: 4s - loss: 1.7744e-06 - acc: 1.000 - ETA: 4s - loss: 1.7489e-06 - acc: 1.000 - ETA: 4s - loss: 0.0075 - acc: 0.9992 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0025 - acc: 0.999 - ETA: 2s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - 6s 827us/step - loss: 0.0102 - acc: 0.9990 - val_loss: 1.5562 - val_acc: 0.8515 Epoch 01873: val_loss did not improve from 0.55729 Epoch 1874/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.5568e-04 - acc: 1.000 - ETA: 5s - loss: 3.4365e-05 - acc: 1.000 - ETA: 5s - loss: 1.9145e-05 - acc: 1.000 - ETA: 5s - loss: 1.4388e-05 - acc: 1.000 - ETA: 5s - loss: 1.0971e-05 - acc: 1.000 - ETA: 5s - loss: 9.2572e-06 - acc: 1.000 - ETA: 4s - loss: 1.4271e-04 - acc: 1.000 - ETA: 4s - loss: 1.2626e-04 - acc: 1.000 - ETA: 4s - loss: 1.0944e-04 - acc: 1.000 - ETA: 4s - loss: 9.6582e-05 - acc: 1.000 - ETA: 4s - loss: 8.8761e-05 - acc: 1.000 - ETA: 4s - loss: 8.0113e-05 - acc: 1.000 - ETA: 4s - loss: 0.0083 - acc: 0.9989 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 4s - loss: 0.0072 - acc: 0.999 - ETA: 4s - loss: 0.0068 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0054 - acc: 0.999 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0119 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - 5s 822us/step - loss: 0.0100 - acc: 0.9991 - val_loss: 1.5103 - val_acc: 0.8503 Epoch 01874: val_loss did not improve from 0.55729 Epoch 1875/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 6.4162e-07 - acc: 1.000 - ETA: 5s - loss: 4.6412e-07 - acc: 1.000 - ETA: 5s - loss: 3.9021e-07 - acc: 1.000 - ETA: 5s - loss: 3.3098e-07 - acc: 1.000 - ETA: 4s - loss: 4.6053e-07 - acc: 1.000 - ETA: 4s - loss: 3.3594e-06 - acc: 1.000 - ETA: 4s - loss: 3.0127e-06 - acc: 1.000 - ETA: 4s - loss: 2.7327e-06 - acc: 1.000 - ETA: 4s - loss: 2.4457e-06 - acc: 1.000 - ETA: 4s - loss: 2.2694e-06 - acc: 1.000 - ETA: 4s - loss: 2.1123e-06 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9989 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0266 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0235 - acc: 0.998 - ETA: 4s - loss: 0.0223 - acc: 0.998 - ETA: 4s - loss: 0.0210 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0182 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0133 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 816us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.6679 - val_acc: 0.8503 Epoch 01875: val_loss did not improve from 0.55729 Epoch 1876/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4305e-07 - acc: 1.000 - ETA: 4s - loss: 1.2636e-07 - acc: 1.000 - ETA: 5s - loss: 1.4082e-07 - acc: 1.000 - ETA: 5s - loss: 3.0588e-07 - acc: 1.000 - ETA: 4s - loss: 2.5610e-07 - acc: 1.000 - ETA: 4s - loss: 2.2728e-07 - acc: 1.000 - ETA: 4s - loss: 2.1431e-07 - acc: 1.000 - ETA: 4s - loss: 6.9183e-07 - acc: 1.000 - ETA: 4s - loss: 6.3069e-07 - acc: 1.000 - ETA: 4s - loss: 6.0997e-07 - acc: 1.000 - ETA: 4s - loss: 5.7429e-07 - acc: 1.000 - ETA: 4s - loss: 5.2762e-07 - acc: 1.000 - ETA: 4s - loss: 4.9866e-07 - acc: 1.000 - ETA: 4s - loss: 5.3188e-07 - acc: 1.000 - ETA: 4s - loss: 5.0661e-07 - acc: 1.000 - ETA: 4s - loss: 4.8426e-07 - acc: 1.000 - ETA: 4s - loss: 4.6122e-07 - acc: 1.000 - ETA: 4s - loss: 4.3842e-07 - acc: 1.000 - ETA: 4s - loss: 4.2322e-07 - acc: 1.000 - ETA: 4s - loss: 4.1491e-07 - acc: 1.000 - ETA: 4s - loss: 3.9801e-07 - acc: 1.000 - ETA: 4s - loss: 3.8664e-07 - acc: 1.000 - ETA: 4s - loss: 3.7624e-07 - acc: 1.000 - ETA: 4s - loss: 3.6711e-07 - acc: 1.000 - ETA: 3s - loss: 3.5815e-07 - acc: 1.000 - ETA: 3s - loss: 3.4982e-07 - acc: 1.000 - ETA: 3s - loss: 3.4970e-07 - acc: 1.000 - ETA: 3s - loss: 3.4233e-07 - acc: 1.000 - ETA: 3s - loss: 3.3325e-07 - acc: 1.000 - ETA: 3s - loss: 3.3613e-07 - acc: 1.000 - ETA: 3s - loss: 0.0077 - acc: 0.9995 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.999 - ETA: 2s - loss: 0.0143 - acc: 0.999 - ETA: 2s - loss: 0.0141 - acc: 0.999 - ETA: 2s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0137 - acc: 0.999 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 5s 818us/step - loss: 0.0109 - acc: 0.9993 - val_loss: 1.5515 - val_acc: 0.8527 Epoch 01876: val_loss did not improve from 0.55729 Epoch 1877/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2002e-07 - acc: 1.000 - ETA: 5s - loss: 1.2411e-07 - acc: 1.000 - ETA: 5s - loss: 1.2324e-07 - acc: 1.000 - ETA: 4s - loss: 1.2247e-07 - acc: 1.000 - ETA: 4s - loss: 1.2195e-07 - acc: 1.000 - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0109 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - 5s 818us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5596 - val_acc: 0.8515 Epoch 01877: val_loss did not improve from 0.55729 Epoch 1878/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 4.5680e-06 - acc: 1.000 - ETA: 5s - loss: 2.4114e-06 - acc: 1.000 - ETA: 5s - loss: 8.0615e-06 - acc: 1.000 - ETA: 4s - loss: 5.9438e-06 - acc: 1.000 - ETA: 4s - loss: 5.0399e-06 - acc: 1.000 - ETA: 4s - loss: 4.4775e-06 - acc: 1.000 - ETA: 4s - loss: 8.3572e-06 - acc: 1.000 - ETA: 4s - loss: 7.4746e-06 - acc: 1.000 - ETA: 4s - loss: 6.7628e-06 - acc: 1.000 - ETA: 4s - loss: 6.1784e-06 - acc: 1.000 - ETA: 4s - loss: 5.6871e-06 - acc: 1.000 - ETA: 4s - loss: 5.2707e-06 - acc: 1.000 - ETA: 4s - loss: 0.0183 - acc: 0.9989 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0144 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0042 - acc: 0.999 - ETA: 1s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - 6s 836us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.6204 - val_acc: 0.8443 Epoch 01878: val_loss did not improve from 0.55729 Epoch 1879/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3262e-07 - acc: 1.000 - ETA: 5s - loss: 1.7072e-07 - acc: 1.000 - ETA: 5s - loss: 4.3125e-07 - acc: 1.000 - ETA: 5s - loss: 6.5750e-07 - acc: 1.000 - ETA: 5s - loss: 5.5657e-07 - acc: 1.000 - ETA: 5s - loss: 6.8563e-07 - acc: 1.000 - ETA: 5s - loss: 5.8738e-07 - acc: 1.000 - ETA: 5s - loss: 6.8444e-07 - acc: 1.000 - ETA: 4s - loss: 6.6640e-07 - acc: 1.000 - ETA: 4s - loss: 6.1674e-07 - acc: 1.000 - ETA: 4s - loss: 5.7843e-07 - acc: 1.000 - ETA: 4s - loss: 7.2002e-07 - acc: 1.000 - ETA: 4s - loss: 4.5455e-04 - acc: 1.000 - ETA: 4s - loss: 4.1588e-04 - acc: 1.000 - ETA: 4s - loss: 3.9094e-04 - acc: 1.000 - ETA: 4s - loss: 3.6882e-04 - acc: 1.000 - ETA: 4s - loss: 0.0147 - acc: 0.9991 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0157 - acc: 0.999 - ETA: 3s - loss: 0.0153 - acc: 0.999 - ETA: 3s - loss: 0.0147 - acc: 0.999 - ETA: 3s - loss: 0.0143 - acc: 0.999 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 6s 824us/step - loss: 0.0121 - acc: 0.9991 - val_loss: 1.5785 - val_acc: 0.8503 Epoch 01879: val_loss did not improve from 0.55729 Epoch 1880/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.2783e-07 - acc: 1.000 - ETA: 5s - loss: 2.0489e-07 - acc: 1.000 - ETA: 5s - loss: 1.7136e-07 - acc: 1.000 - ETA: 5s - loss: 1.6416e-07 - acc: 1.000 - ETA: 5s - loss: 1.5517e-07 - acc: 1.000 - ETA: 4s - loss: 1.5121e-07 - acc: 1.000 - ETA: 4s - loss: 2.3097e-05 - acc: 1.000 - ETA: 4s - loss: 1.9615e-05 - acc: 1.000 - ETA: 4s - loss: 2.2287e-05 - acc: 1.000 - ETA: 4s - loss: 1.9601e-05 - acc: 1.000 - ETA: 4s - loss: 1.7979e-05 - acc: 1.000 - ETA: 4s - loss: 1.6197e-05 - acc: 1.000 - ETA: 4s - loss: 1.5075e-05 - acc: 1.000 - ETA: 4s - loss: 1.3803e-05 - acc: 1.000 - ETA: 4s - loss: 1.2982e-05 - acc: 1.000 - ETA: 4s - loss: 1.2029e-05 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9991 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0117 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0198 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0160 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0175 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - 5s 823us/step - loss: 0.0136 - acc: 0.9988 - val_loss: 1.5308 - val_acc: 0.8539 Epoch 01880: val_loss did not improve from 0.55729 Epoch 1881/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.8716e-07 - acc: 1.000 - ETA: 5s - loss: 2.3544e-07 - acc: 1.000 - ETA: 5s - loss: 0.0040 - acc: 0.9955 - ETA: 4s - loss: 0.0030 - acc: 0.996 - ETA: 5s - loss: 0.0025 - acc: 0.997 - ETA: 4s - loss: 0.0021 - acc: 0.997 - ETA: 4s - loss: 0.0018 - acc: 0.998 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.6591e-04 - acc: 0.998 - ETA: 4s - loss: 9.0678e-04 - acc: 0.999 - ETA: 4s - loss: 8.3841e-04 - acc: 0.999 - ETA: 4s - loss: 7.9351e-04 - acc: 0.999 - ETA: 4s - loss: 7.5317e-04 - acc: 0.999 - ETA: 4s - loss: 7.1673e-04 - acc: 0.999 - ETA: 4s - loss: 6.7330e-04 - acc: 0.999 - ETA: 4s - loss: 6.4403e-04 - acc: 0.999 - ETA: 4s - loss: 6.0875e-04 - acc: 0.999 - ETA: 4s - loss: 5.8473e-04 - acc: 0.999 - ETA: 4s - loss: 5.6253e-04 - acc: 0.999 - ETA: 3s - loss: 5.3546e-04 - acc: 0.999 - ETA: 3s - loss: 5.1721e-04 - acc: 0.999 - ETA: 3s - loss: 4.9978e-04 - acc: 0.999 - ETA: 3s - loss: 4.7829e-04 - acc: 0.999 - ETA: 3s - loss: 4.6335e-04 - acc: 0.999 - ETA: 3s - loss: 4.4482e-04 - acc: 0.999 - ETA: 3s - loss: 4.3187e-04 - acc: 0.999 - ETA: 3s - loss: 4.1574e-04 - acc: 0.999 - ETA: 3s - loss: 4.0440e-04 - acc: 0.999 - ETA: 3s - loss: 3.9022e-04 - acc: 0.999 - ETA: 3s - loss: 3.8022e-04 - acc: 0.999 - ETA: 3s - loss: 3.7072e-04 - acc: 0.999 - ETA: 3s - loss: 3.6168e-04 - acc: 0.999 - ETA: 3s - loss: 3.5029e-04 - acc: 0.999 - ETA: 3s - loss: 3.4221e-04 - acc: 0.999 - ETA: 3s - loss: 3.3200e-04 - acc: 0.999 - ETA: 3s - loss: 3.2238e-04 - acc: 0.999 - ETA: 3s - loss: 3.1553e-04 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.9993 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0040 - acc: 0.999 - ETA: 1s - loss: 0.0039 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0038 - acc: 0.999 - ETA: 1s - loss: 0.0037 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 5s 821us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.5062 - val_acc: 0.8659 Epoch 01881: val_loss did not improve from 0.55729 Epoch 1882/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.1672e-07 - acc: 1.000 - ETA: 5s - loss: 2.7440e-07 - acc: 1.000 - ETA: 5s - loss: 2.5683e-07 - acc: 1.000 - ETA: 5s - loss: 0.0098 - acc: 0.9975 - ETA: 5s - loss: 0.0085 - acc: 0.997 - ETA: 5s - loss: 0.0075 - acc: 0.998 - ETA: 5s - loss: 0.0068 - acc: 0.998 - ETA: 5s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0044 - acc: 0.998 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0032 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 4s - loss: 0.0029 - acc: 0.999 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0026 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 832us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.5796 - val_acc: 0.8563 Epoch 01882: val_loss did not improve from 0.55729 Epoch 1883/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4133e-05 - acc: 1.000 - ETA: 5s - loss: 8.8984e-06 - acc: 1.000 - ETA: 5s - loss: 6.5117e-06 - acc: 1.000 - ETA: 4s - loss: 1.0749e-05 - acc: 1.000 - ETA: 5s - loss: 0.0448 - acc: 0.9972 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0202 - acc: 0.998 - ETA: 4s - loss: 0.0187 - acc: 0.998 - ETA: 4s - loss: 0.0175 - acc: 0.998 - ETA: 4s - loss: 0.0161 - acc: 0.999 - ETA: 4s - loss: 0.0152 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0148 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0127 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0112 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - 5s 823us/step - loss: 0.0105 - acc: 0.9991 - val_loss: 1.6564 - val_acc: 0.8527 Epoch 01883: val_loss did not improve from 0.55729 Epoch 1884/2000 6680/6680 [==============================] - ETA: 6s - loss: 8.8215e-07 - acc: 1.000 - ETA: 5s - loss: 2.3162e-04 - acc: 1.000 - ETA: 5s - loss: 1.4541e-04 - acc: 1.000 - ETA: 5s - loss: 9.6978e-05 - acc: 1.000 - ETA: 5s - loss: 7.7606e-05 - acc: 1.000 - ETA: 5s - loss: 6.4710e-05 - acc: 1.000 - ETA: 5s - loss: 5.5533e-05 - acc: 1.000 - ETA: 5s - loss: 4.8608e-05 - acc: 1.000 - ETA: 5s - loss: 4.3221e-05 - acc: 1.000 - ETA: 5s - loss: 0.0095 - acc: 0.9983 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0034 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0046 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0119 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 6s 830us/step - loss: 0.0092 - acc: 0.9988 - val_loss: 1.6807 - val_acc: 0.8491 Epoch 01884: val_loss did not improve from 0.55729 Epoch 1885/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.4209e-07 - acc: 1.000 - ETA: 5s - loss: 4.8110e-07 - acc: 1.000 - ETA: 5s - loss: 1.2843e-05 - acc: 1.000 - ETA: 5s - loss: 1.0116e-05 - acc: 1.000 - ETA: 5s - loss: 8.3631e-06 - acc: 1.000 - ETA: 5s - loss: 7.1478e-06 - acc: 1.000 - ETA: 5s - loss: 6.5141e-06 - acc: 1.000 - ETA: 5s - loss: 5.8861e-06 - acc: 1.000 - ETA: 4s - loss: 5.4695e-06 - acc: 1.000 - ETA: 4s - loss: 5.7890e-06 - acc: 1.000 - ETA: 4s - loss: 5.3166e-06 - acc: 1.000 - ETA: 4s - loss: 4.7985e-06 - acc: 1.000 - ETA: 4s - loss: 4.4843e-06 - acc: 1.000 - ETA: 4s - loss: 4.1134e-06 - acc: 1.000 - ETA: 4s - loss: 3.8904e-06 - acc: 1.000 - ETA: 4s - loss: 3.6280e-06 - acc: 1.000 - ETA: 4s - loss: 3.4473e-06 - acc: 1.000 - ETA: 4s - loss: 3.2442e-06 - acc: 1.000 - ETA: 4s - loss: 4.1558e-06 - acc: 1.000 - ETA: 4s - loss: 3.9751e-06 - acc: 1.000 - ETA: 4s - loss: 3.8098e-06 - acc: 1.000 - ETA: 4s - loss: 5.4723e-06 - acc: 1.000 - ETA: 4s - loss: 5.1942e-06 - acc: 1.000 - ETA: 4s - loss: 5.0039e-06 - acc: 1.000 - ETA: 4s - loss: 4.7812e-06 - acc: 1.000 - ETA: 3s - loss: 2.8418e-04 - acc: 1.000 - ETA: 3s - loss: 2.7170e-04 - acc: 1.000 - ETA: 3s - loss: 2.6303e-04 - acc: 1.000 - ETA: 3s - loss: 2.5234e-04 - acc: 1.000 - ETA: 3s - loss: 2.4245e-04 - acc: 1.000 - ETA: 3s - loss: 2.3555e-04 - acc: 1.000 - ETA: 3s - loss: 2.2901e-04 - acc: 1.000 - ETA: 3s - loss: 2.2083e-04 - acc: 1.000 - ETA: 3s - loss: 2.1520e-04 - acc: 1.000 - ETA: 3s - loss: 2.0797e-04 - acc: 1.000 - ETA: 3s - loss: 2.0307e-04 - acc: 1.000 - ETA: 3s - loss: 1.9820e-04 - acc: 1.000 - ETA: 3s - loss: 1.9207e-04 - acc: 1.000 - ETA: 3s - loss: 1.8770e-04 - acc: 1.000 - ETA: 3s - loss: 1.8232e-04 - acc: 1.000 - ETA: 3s - loss: 1.7712e-04 - acc: 1.000 - ETA: 3s - loss: 1.7340e-04 - acc: 1.000 - ETA: 2s - loss: 1.6984e-04 - acc: 1.000 - ETA: 2s - loss: 1.6643e-04 - acc: 1.000 - ETA: 2s - loss: 0.0046 - acc: 0.9997 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 5s 821us/step - loss: 0.0115 - acc: 0.9991 - val_loss: 1.6214 - val_acc: 0.8431 Epoch 01885: val_loss did not improve from 0.55729 Epoch 1886/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3337e-07 - acc: 1.000 - ETA: 5s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 2.3097e-07 - acc: 1.000 - ETA: 5s - loss: 3.2645e-07 - acc: 1.000 - ETA: 5s - loss: 2.8961e-07 - acc: 1.000 - ETA: 5s - loss: 2.6405e-07 - acc: 1.000 - ETA: 4s - loss: 2.3991e-07 - acc: 1.000 - ETA: 4s - loss: 7.3398e-07 - acc: 1.000 - ETA: 4s - loss: 1.2137e-06 - acc: 1.000 - ETA: 4s - loss: 1.1142e-06 - acc: 1.000 - ETA: 4s - loss: 1.1306e-06 - acc: 1.000 - ETA: 4s - loss: 1.0541e-06 - acc: 1.000 - ETA: 4s - loss: 9.8733e-07 - acc: 1.000 - ETA: 4s - loss: 9.2959e-07 - acc: 1.000 - ETA: 4s - loss: 2.5348e-04 - acc: 1.000 - ETA: 4s - loss: 2.3893e-04 - acc: 1.000 - ETA: 4s - loss: 2.2187e-04 - acc: 1.000 - ETA: 4s - loss: 2.1066e-04 - acc: 1.000 - ETA: 4s - loss: 1.9729e-04 - acc: 1.000 - ETA: 4s - loss: 1.8833e-04 - acc: 1.000 - ETA: 4s - loss: 1.8015e-04 - acc: 1.000 - ETA: 4s - loss: 1.7278e-04 - acc: 1.000 - ETA: 4s - loss: 1.6538e-04 - acc: 1.000 - ETA: 4s - loss: 1.5911e-04 - acc: 1.000 - ETA: 4s - loss: 1.5144e-04 - acc: 1.000 - ETA: 3s - loss: 1.4450e-04 - acc: 1.000 - ETA: 3s - loss: 0.0091 - acc: 0.9994 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0114 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0080 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0069 - acc: 0.999 - ETA: 1s - loss: 0.0068 - acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 6s 870us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.6213 - val_acc: 0.8479 Epoch 01886: val_loss did not improve from 0.55729 Epoch 1887/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7405e-07 - acc: 1.000 - ETA: 5s - loss: 1.7010e-07 - acc: 1.000 - ETA: 5s - loss: 1.6056e-07 - acc: 1.000 - ETA: 5s - loss: 1.5403e-07 - acc: 1.000 - ETA: 5s - loss: 3.2939e-07 - acc: 1.000 - ETA: 5s - loss: 3.0617e-07 - acc: 1.000 - ETA: 5s - loss: 2.8703e-07 - acc: 1.000 - ETA: 5s - loss: 2.7130e-07 - acc: 1.000 - ETA: 5s - loss: 2.5826e-07 - acc: 1.000 - ETA: 5s - loss: 2.4752e-07 - acc: 1.000 - ETA: 4s - loss: 0.0126 - acc: 0.9988 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0225 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0140 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.999 - ETA: 3s - loss: 0.0127 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.998 - ETA: 3s - loss: 0.0219 - acc: 0.998 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0213 - acc: 0.998 - ETA: 2s - loss: 0.0209 - acc: 0.998 - ETA: 2s - loss: 0.0205 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0237 - acc: 0.998 - ETA: 2s - loss: 0.0233 - acc: 0.998 - ETA: 2s - loss: 0.0229 - acc: 0.998 - ETA: 2s - loss: 0.0226 - acc: 0.998 - ETA: 2s - loss: 0.0222 - acc: 0.998 - ETA: 2s - loss: 0.0217 - acc: 0.998 - ETA: 2s - loss: 0.0214 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0204 - acc: 0.998 - ETA: 2s - loss: 0.0201 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - 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acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - 6s 864us/step - loss: 0.0145 - acc: 0.9987 - val_loss: 1.6523 - val_acc: 0.8467 Epoch 01887: val_loss did not improve from 0.55729 Epoch 1888/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 3.8445e-07 - acc: 1.000 - ETA: 5s - loss: 2.7333e-07 - acc: 1.000 - ETA: 5s - loss: 2.2709e-07 - acc: 1.000 - ETA: 5s - loss: 2.3727e-07 - acc: 1.000 - ETA: 5s - loss: 3.0194e-07 - acc: 1.000 - ETA: 5s - loss: 3.1716e-07 - acc: 1.000 - ETA: 5s - 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ETA: 6s - loss: 4.2617e-07 - acc: 1.000 - ETA: 5s - loss: 1.9133e-07 - acc: 1.000 - ETA: 5s - loss: 1.6429e-07 - acc: 1.000 - ETA: 5s - loss: 1.5362e-07 - acc: 1.000 - ETA: 5s - loss: 1.4444e-07 - acc: 1.000 - ETA: 5s - loss: 1.4024e-07 - acc: 1.000 - ETA: 4s - loss: 1.3641e-07 - acc: 1.000 - ETA: 4s - loss: 1.3745e-07 - acc: 1.000 - ETA: 4s - loss: 3.0039e-07 - acc: 1.000 - ETA: 4s - loss: 2.8341e-07 - acc: 1.000 - ETA: 4s - loss: 2.7518e-05 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9987 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0040 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0035 - acc: 0.999 - ETA: 4s - loss: 0.0033 - acc: 0.999 - ETA: 4s - loss: 0.0031 - acc: 0.999 - ETA: 4s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0066 - acc: 0.999 - ETA: 0s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - 5s 820us/step - loss: 0.0098 - acc: 0.9990 - val_loss: 1.6128 - val_acc: 0.8515 Epoch 01891: val_loss did not improve from 0.55729 Epoch 1892/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 1.3947e-07 - acc: 1.000 - ETA: 5s - loss: 1.3047e-07 - acc: 1.000 - ETA: 5s - loss: 1.3044e-07 - acc: 1.000 - ETA: 5s - loss: 1.2871e-07 - acc: 1.000 - ETA: 4s - loss: 1.4073e-06 - acc: 1.000 - ETA: 4s - loss: 1.2395e-06 - acc: 1.000 - ETA: 4s - loss: 1.1105e-06 - acc: 1.000 - ETA: 4s - loss: 9.7832e-07 - acc: 1.000 - ETA: 4s - loss: 9.0365e-07 - acc: 1.000 - ETA: 4s - loss: 8.1885e-07 - acc: 1.000 - ETA: 4s - loss: 7.5059e-07 - acc: 1.000 - ETA: 4s - loss: 6.9447e-07 - acc: 1.000 - ETA: 4s - loss: 6.5976e-07 - acc: 1.000 - ETA: 4s - loss: 6.1921e-07 - acc: 1.000 - ETA: 4s - loss: 5.9589e-07 - acc: 1.000 - ETA: 4s - loss: 5.6893e-07 - acc: 1.000 - ETA: 4s - loss: 5.4717e-07 - acc: 1.000 - ETA: 4s - loss: 5.2173e-07 - acc: 1.000 - ETA: 4s - loss: 5.6165e-05 - acc: 1.000 - ETA: 4s - loss: 5.3830e-05 - acc: 1.000 - ETA: 4s - loss: 5.1004e-05 - acc: 1.000 - ETA: 4s - loss: 4.9072e-05 - acc: 1.000 - ETA: 3s - loss: 4.7412e-05 - acc: 1.000 - ETA: 3s - loss: 4.5213e-05 - acc: 1.000 - ETA: 3s - loss: 4.3693e-05 - acc: 1.000 - ETA: 3s - loss: 4.1819e-05 - acc: 1.000 - ETA: 3s - loss: 4.0516e-05 - acc: 1.000 - ETA: 3s - loss: 7.7742e-04 - acc: 0.999 - ETA: 3s - loss: 7.5456e-04 - acc: 0.999 - ETA: 3s - loss: 7.2630e-04 - acc: 0.999 - ETA: 3s - loss: 7.0631e-04 - acc: 0.999 - ETA: 3s - loss: 6.8137e-04 - acc: 0.999 - ETA: 3s - loss: 6.6375e-04 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.9992 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 5s 822us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.6278 - val_acc: 0.8491 Epoch 01892: val_loss did not improve from 0.55729 Epoch 1893/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 7.2887e-06 - acc: 1.000 - ETA: 5s - loss: 3.7039e-06 - acc: 1.000 - ETA: 5s - loss: 2.7474e-06 - acc: 1.000 - ETA: 4s - loss: 2.0466e-06 - acc: 1.000 - ETA: 5s - loss: 1.7253e-06 - acc: 1.000 - ETA: 4s - loss: 2.6566e-06 - acc: 1.000 - ETA: 4s - loss: 2.3521e-06 - acc: 1.000 - ETA: 4s - loss: 2.0441e-06 - acc: 1.000 - ETA: 4s - loss: 1.8646e-06 - acc: 1.000 - ETA: 4s - loss: 1.8007e-06 - acc: 1.000 - ETA: 4s - loss: 1.6727e-06 - acc: 1.000 - ETA: 4s - loss: 1.5325e-06 - acc: 1.000 - ETA: 4s - loss: 1.4403e-06 - acc: 1.000 - ETA: 4s - loss: 1.3495e-06 - acc: 1.000 - ETA: 4s - loss: 1.2798e-06 - acc: 1.000 - ETA: 4s - loss: 1.2176e-06 - acc: 1.000 - ETA: 4s - loss: 1.1444e-06 - acc: 1.000 - ETA: 4s - loss: 1.0979e-06 - acc: 1.000 - ETA: 4s - loss: 1.0566e-06 - acc: 1.000 - ETA: 4s - loss: 1.0164e-06 - acc: 1.000 - ETA: 4s - loss: 9.6790e-07 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9994 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0082 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 5s 815us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.6205 - val_acc: 0.8527 Epoch 01893: val_loss did not improve from 0.55729 Epoch 1894/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.8958e-07 - acc: 1.000 - ETA: 5s - loss: 5.3402e-07 - acc: 1.000 - ETA: 5s - loss: 4.2341e-07 - acc: 1.000 - ETA: 4s - loss: 3.8321e-07 - acc: 1.000 - ETA: 4s - loss: 3.4721e-07 - acc: 1.000 - ETA: 4s - loss: 3.1213e-07 - acc: 1.000 - ETA: 4s - loss: 2.9238e-07 - acc: 1.000 - ETA: 4s - loss: 2.0044e-06 - acc: 1.000 - ETA: 4s - loss: 1.8473e-06 - acc: 1.000 - ETA: 4s - loss: 1.6745e-06 - acc: 1.000 - ETA: 4s - loss: 0.0177 - acc: 0.9988 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0313 - acc: 0.998 - ETA: 4s - loss: 0.0295 - acc: 0.998 - ETA: 4s - loss: 0.0274 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0244 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0220 - acc: 0.998 - ETA: 4s - loss: 0.0208 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0221 - 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acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 6s 823us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.5539 - val_acc: 0.8491 Epoch 01894: val_loss did not improve from 0.55729 Epoch 1895/2000 6680/6680 [==============================] - ETA: 6s - loss: 9.4772e-07 - acc: 1.000 - ETA: 5s - loss: 3.8892e-07 - acc: 1.000 - ETA: 5s - loss: 1.4975e-06 - acc: 1.000 - ETA: 5s - loss: 1.0101e-06 - acc: 1.000 - ETA: 5s - loss: 8.1919e-07 - acc: 1.000 - ETA: 5s - loss: 7.0373e-07 - acc: 1.000 - ETA: 5s - loss: 6.4734e-07 - acc: 1.000 - ETA: 5s - loss: 5.6689e-07 - acc: 1.000 - ETA: 5s - loss: 8.0625e-07 - acc: 1.000 - ETA: 4s - loss: 7.1760e-07 - acc: 1.000 - ETA: 4s - loss: 7.9823e-07 - acc: 1.000 - ETA: 4s - loss: 7.4463e-07 - acc: 1.000 - ETA: 4s - loss: 7.7025e-07 - acc: 1.000 - ETA: 4s - loss: 8.2397e-07 - acc: 1.000 - ETA: 4s - loss: 7.8079e-07 - acc: 1.000 - ETA: 4s - loss: 7.3076e-07 - acc: 1.000 - ETA: 4s - loss: 7.0185e-07 - acc: 1.000 - ETA: 4s - loss: 6.7181e-07 - acc: 1.000 - ETA: 4s - loss: 6.5109e-07 - acc: 1.000 - ETA: 4s - loss: 6.2615e-07 - acc: 1.000 - ETA: 4s - loss: 6.1316e-07 - acc: 1.000 - ETA: 4s - loss: 5.8572e-07 - acc: 1.000 - ETA: 4s - loss: 5.6734e-07 - acc: 1.000 - ETA: 4s - loss: 5.5033e-07 - acc: 1.000 - ETA: 4s - loss: 5.3440e-07 - acc: 1.000 - ETA: 4s - loss: 5.1486e-07 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - 6s 835us/step - loss: 0.0143 - acc: 0.9990 - val_loss: 1.5711 - val_acc: 0.8431 Epoch 01895: val_loss did not improve from 0.55729 Epoch 1896/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.3002 - acc: 0.950 - ETA: 5s - loss: 0.0752 - acc: 0.987 - ETA: 5s - loss: 0.0430 - acc: 0.992 - ETA: 5s - loss: 0.0301 - acc: 0.995 - ETA: 5s - loss: 0.0851 - acc: 0.992 - ETA: 5s - loss: 0.0692 - acc: 0.993 - ETA: 5s - loss: 0.0583 - acc: 0.994 - ETA: 5s - loss: 0.0503 - acc: 0.995 - ETA: 5s - loss: 0.0443 - acc: 0.996 - ETA: 5s - loss: 0.0395 - acc: 0.996 - ETA: 5s - loss: 0.0357 - acc: 0.996 - ETA: 4s - loss: 0.0326 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0277 - acc: 0.997 - ETA: 4s - loss: 0.0257 - acc: 0.997 - ETA: 4s - loss: 0.0236 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0198 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0150 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0138 - 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acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - 6s 836us/step - loss: 0.0092 - acc: 0.9991 - val_loss: 1.5836 - val_acc: 0.8431 Epoch 01896: val_loss did not improve from 0.55729 Epoch 1897/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.9334e-07 - acc: 1.000 - ETA: 5s - loss: 1.6863e-07 - acc: 1.000 - ETA: 5s - loss: 1.5875e-07 - acc: 1.000 - ETA: 4s - loss: 1.5246e-07 - acc: 1.000 - ETA: 4s - loss: 4.0370e-07 - acc: 1.000 - ETA: 4s - loss: 4.9622e-07 - acc: 1.000 - ETA: 4s - loss: 4.5722e-07 - acc: 1.000 - ETA: 4s - loss: 6.2296e-06 - acc: 1.000 - ETA: 4s - loss: 5.7108e-06 - acc: 1.000 - ETA: 4s - loss: 5.2704e-06 - acc: 1.000 - ETA: 4s - loss: 4.7930e-06 - acc: 1.000 - ETA: 4s - loss: 4.3866e-06 - acc: 1.000 - ETA: 4s - loss: 4.1281e-06 - acc: 1.000 - ETA: 4s - loss: 4.0349e-06 - acc: 1.000 - ETA: 4s - loss: 3.8599e-06 - acc: 1.000 - ETA: 4s - loss: 3.6181e-06 - acc: 1.000 - ETA: 4s - loss: 3.4525e-06 - acc: 1.000 - ETA: 4s - loss: 3.2595e-06 - acc: 1.000 - ETA: 4s - loss: 3.1756e-06 - acc: 1.000 - ETA: 4s - loss: 0.0109 - acc: 0.9993 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 5s 820us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5196 - val_acc: 0.8539 Epoch 01897: val_loss did not improve from 0.55729 Epoch 1898/2000 6680/6680 [==============================] - ETA: 6s - 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ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1964e-07 - acc: 1.000 - ETA: 5s - loss: 1.3292e-07 - acc: 1.000 - ETA: 5s - loss: 1.2964e-07 - acc: 1.000 - ETA: 5s - loss: 0.0474 - acc: 0.9971 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 5s - loss: 0.0278 - acc: 0.998 - ETA: 5s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0194 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.999 - ETA: 4s - loss: 0.0154 - acc: 0.999 - ETA: 4s - loss: 0.0146 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - 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ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 6s 835us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.5650 - val_acc: 0.8515 Epoch 01902: val_loss did not improve from 0.55729 Epoch 1903/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 1.4752e-07 - acc: 1.000 - ETA: 5s - loss: 3.4571e-07 - acc: 1.000 - ETA: 5s - loss: 2.6335e-07 - acc: 1.000 - ETA: 5s - loss: 2.3246e-07 - acc: 1.000 - ETA: 5s - loss: 5.1297e-07 - acc: 1.000 - ETA: 4s - loss: 4.3797e-07 - acc: 1.000 - ETA: 4s - loss: 3.9837e-07 - acc: 1.000 - ETA: 4s - loss: 3.5849e-07 - acc: 1.000 - ETA: 4s - loss: 3.3533e-07 - acc: 1.000 - ETA: 4s - loss: 3.1626e-07 - acc: 1.000 - ETA: 4s - loss: 2.9599e-07 - acc: 1.000 - ETA: 4s - loss: 2.8313e-07 - acc: 1.000 - ETA: 4s - loss: 2.7134e-07 - acc: 1.000 - ETA: 4s - loss: 2.6183e-07 - acc: 1.000 - ETA: 4s - loss: 5.3789e-07 - acc: 1.000 - ETA: 4s - loss: 5.1463e-07 - acc: 1.000 - ETA: 4s - loss: 5.1149e-07 - acc: 1.000 - ETA: 4s - loss: 4.8645e-07 - acc: 1.000 - ETA: 4s - loss: 0.0104 - acc: 0.9992 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0082 - 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acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - 6s 830us/step - loss: 0.0127 - acc: 0.9988 - val_loss: 1.5655 - val_acc: 0.8587 Epoch 01903: val_loss did not improve from 0.55729 Epoch 1904/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.1516e-06 - acc: 1.000 - ETA: 5s - loss: 2.1310e-06 - acc: 1.000 - ETA: 5s - loss: 1.2697e-06 - acc: 1.000 - ETA: 5s - loss: 9.2572e-07 - acc: 1.000 - ETA: 5s - loss: 8.1342e-07 - acc: 1.000 - ETA: 5s - loss: 6.8326e-07 - acc: 1.000 - ETA: 5s - loss: 5.7045e-07 - acc: 1.000 - ETA: 5s - loss: 5.1159e-07 - acc: 1.000 - ETA: 4s - loss: 1.7435e-06 - acc: 1.000 - ETA: 4s - loss: 0.0231 - acc: 0.9983 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0082 - 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acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - 6s 826us/step - loss: 0.0112 - acc: 0.9990 - val_loss: 1.5026 - val_acc: 0.8623 Epoch 01904: val_loss did not improve from 0.55729 Epoch 1905/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 2.2570e-07 - acc: 1.000 - ETA: 5s - loss: 3.3384e-06 - acc: 1.000 - ETA: 4s - loss: 4.7203e-06 - acc: 1.000 - ETA: 4s - loss: 4.0540e-06 - acc: 1.000 - ETA: 4s - loss: 3.5168e-06 - acc: 1.000 - ETA: 4s - loss: 3.2044e-06 - acc: 1.000 - ETA: 4s - loss: 2.9454e-06 - acc: 1.000 - ETA: 4s - loss: 2.7223e-06 - acc: 1.000 - ETA: 4s - loss: 3.8682e-06 - acc: 1.000 - ETA: 4s - loss: 3.5422e-06 - acc: 1.000 - ETA: 4s - loss: 0.0099 - acc: 0.9990 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0039 - acc: 0.999 - ETA: 3s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0039 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0038 - acc: 0.999 - ETA: 2s - loss: 0.0037 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 1s - loss: 0.0064 - acc: 0.999 - ETA: 1s - loss: 0.0063 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0060 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - 5s 823us/step - loss: 0.0116 - acc: 0.9987 - val_loss: 1.6843 - val_acc: 0.8467 Epoch 01905: val_loss did not improve from 0.55729 Epoch 1906/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.8716e-07 - acc: 1.000 - ETA: 5s - loss: 0.0642 - acc: 0.9937 - ETA: 5s - loss: 0.0467 - acc: 0.995 - ETA: 5s - loss: 0.0367 - acc: 0.996 - ETA: 5s - loss: 0.0302 - acc: 0.997 - ETA: 5s - loss: 0.0257 - acc: 0.997 - ETA: 5s - loss: 0.0223 - acc: 0.997 - ETA: 5s - loss: 0.0197 - acc: 0.998 - ETA: 5s - loss: 0.0177 - acc: 0.998 - ETA: 5s - loss: 0.0160 - acc: 0.998 - ETA: 5s - loss: 0.0147 - acc: 0.998 - ETA: 5s - loss: 0.0132 - acc: 0.998 - ETA: 5s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0114 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0093 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0084 - acc: 0.999 - ETA: 4s - loss: 0.0080 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0073 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.998 - ETA: 4s - loss: 0.0120 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0172 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0122 - acc: 0.998 - ETA: 2s - loss: 0.0120 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0116 - acc: 0.998 - ETA: 2s - loss: 0.0114 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0111 - acc: 0.998 - ETA: 2s - loss: 0.0109 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - 6s 877us/step - loss: 0.0106 - acc: 0.9988 - val_loss: 1.5663 - val_acc: 0.8527 Epoch 01906: val_loss did not improve from 0.55729 Epoch 1907/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 8.0174e-05 - acc: 1.000 - ETA: 5s - loss: 0.0875 - acc: 0.9929 - ETA: 5s - loss: 0.0612 - acc: 0.995 - ETA: 5s - loss: 0.0471 - acc: 0.996 - ETA: 5s - loss: 0.0383 - acc: 0.996 - ETA: 5s - loss: 0.0322 - acc: 0.997 - ETA: 5s - loss: 0.0266 - acc: 0.997 - ETA: 5s - loss: 0.0236 - acc: 0.998 - ETA: 5s - loss: 0.0211 - acc: 0.998 - ETA: 5s - loss: 0.0191 - acc: 0.998 - ETA: 5s - loss: 0.0175 - acc: 0.998 - ETA: 5s - loss: 0.0161 - acc: 0.998 - ETA: 5s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0229 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0200 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0169 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0156 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0214 - acc: 0.998 - ETA: 3s - loss: 0.0209 - acc: 0.998 - ETA: 3s - loss: 0.0204 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0190 - acc: 0.998 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 6s 881us/step - loss: 0.0099 - acc: 0.9991 - val_loss: 1.5767 - val_acc: 0.8467 Epoch 01907: val_loss did not improve from 0.55729 Epoch 1908/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3560e-07 - acc: 1.000 - ETA: 5s - loss: 0.0866 - acc: 0.9929 - ETA: 5s - loss: 0.0606 - acc: 0.995 - ETA: 5s - loss: 0.0466 - acc: 0.996 - ETA: 5s - loss: 0.0379 - acc: 0.996 - ETA: 5s - loss: 0.0319 - acc: 0.997 - ETA: 5s - loss: 0.0276 - acc: 0.997 - ETA: 5s - loss: 0.0243 - acc: 0.998 - ETA: 5s - loss: 0.0217 - acc: 0.998 - ETA: 5s - loss: 0.0196 - acc: 0.998 - ETA: 5s - loss: 0.0178 - acc: 0.998 - ETA: 5s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.998 - ETA: 4s - loss: 0.0153 - acc: 0.998 - ETA: 4s - loss: 0.0147 - acc: 0.998 - ETA: 4s - loss: 0.0141 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.998 - ETA: 4s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - 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acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 6s 862us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.4901 - val_acc: 0.8599 Epoch 01908: val_loss did not improve from 0.55729 Epoch 1909/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.3379e-07 - acc: 1.000 - ETA: 5s - loss: 9.0024e-06 - acc: 1.000 - ETA: 5s - loss: 5.2005e-06 - acc: 1.000 - ETA: 5s - loss: 4.2978e-06 - acc: 1.000 - ETA: 5s - loss: 3.1060e-06 - acc: 1.000 - ETA: 5s - loss: 2.3356e-05 - acc: 1.000 - ETA: 5s - loss: 1.9884e-05 - acc: 1.000 - ETA: 5s - loss: 2.1750e-05 - acc: 1.000 - ETA: 4s - loss: 1.8546e-05 - acc: 1.000 - ETA: 4s - loss: 1.9014e-05 - acc: 1.000 - ETA: 4s - loss: 1.7326e-05 - acc: 1.000 - ETA: 4s - loss: 1.5993e-05 - acc: 1.000 - ETA: 4s - loss: 1.4406e-05 - acc: 1.000 - ETA: 4s - loss: 1.3409e-05 - acc: 1.000 - ETA: 4s - loss: 0.0135 - acc: 0.9989 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 4s - loss: 0.0191 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - 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ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 841us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.5382 - val_acc: 0.8539 Epoch 01909: val_loss did not improve from 0.55729 Epoch 1910/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 7.1187e-07 - acc: 1.000 - ETA: 5s - loss: 5.2426e-07 - acc: 1.000 - ETA: 5s - loss: 4.3938e-07 - acc: 1.000 - ETA: 5s - loss: 3.8393e-07 - acc: 1.000 - ETA: 4s - loss: 3.3351e-07 - acc: 1.000 - ETA: 4s - loss: 3.0859e-07 - acc: 1.000 - ETA: 4s - loss: 3.3556e-07 - acc: 1.000 - ETA: 4s - loss: 3.1072e-07 - acc: 1.000 - ETA: 4s - loss: 2.9461e-07 - acc: 1.000 - ETA: 4s - loss: 2.8232e-07 - acc: 1.000 - ETA: 4s - loss: 2.8698e-07 - acc: 1.000 - ETA: 4s - loss: 3.3528e-07 - acc: 1.000 - ETA: 4s - loss: 3.1864e-07 - acc: 1.000 - ETA: 4s - loss: 3.1480e-07 - acc: 1.000 - ETA: 4s - loss: 3.0393e-07 - acc: 1.000 - ETA: 4s - loss: 2.9119e-07 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9992 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 4s - loss: 0.0079 - acc: 0.999 - ETA: 4s - loss: 0.0074 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.999 - ETA: 4s - loss: 0.0069 - acc: 0.999 - ETA: 4s - loss: 0.0065 - 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acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 6s 824us/step - loss: 0.0116 - acc: 0.9991 - val_loss: 1.6198 - val_acc: 0.8551 Epoch 01910: val_loss did not improve from 0.55729 Epoch 1911/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2985e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 2.1053e-07 - acc: 1.000 - ETA: 5s - loss: 0.0391 - acc: 0.9971 - ETA: 5s - loss: 0.0333 - acc: 0.997 - ETA: 5s - loss: 0.0289 - acc: 0.997 - ETA: 4s - loss: 0.0246 - acc: 0.998 - ETA: 4s - loss: 0.0222 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0162 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - 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ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - 6s 826us/step - loss: 0.0136 - acc: 0.9990 - val_loss: 1.6473 - val_acc: 0.8491 Epoch 01911: val_loss did not improve from 0.55729 Epoch 1912/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.8059 - acc: 0.950 - ETA: 5s - loss: 0.2015 - acc: 0.987 - ETA: 5s - loss: 0.1151 - acc: 0.992 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0384 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0159 - acc: 0.999 - ETA: 4s - loss: 0.0150 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0126 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0114 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0154 - acc: 0.999 - ETA: 3s - loss: 0.0150 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.999 - ETA: 3s - loss: 0.0141 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0126 - acc: 0.999 - ETA: 3s - loss: 0.0124 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.999 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0157 - acc: 0.999 - ETA: 2s - loss: 0.0154 - acc: 0.999 - ETA: 2s - loss: 0.0151 - acc: 0.999 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0193 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0160 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0174 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.999 - ETA: 1s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 825us/step - loss: 0.0111 - acc: 0.9993 - val_loss: 1.5631 - val_acc: 0.8515 Epoch 01912: val_loss did not improve from 0.55729 Epoch 1913/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0101 - acc: 0.9875 - ETA: 5s - loss: 0.0058 - acc: 0.992 - ETA: 5s - loss: 0.0037 - acc: 0.995 - ETA: 5s - loss: 0.0029 - acc: 0.996 - ETA: 5s - loss: 0.0022 - acc: 0.997 - ETA: 4s - loss: 0.0019 - acc: 0.997 - ETA: 4s - loss: 0.0016 - acc: 0.998 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.6291e-04 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.9978 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.998 - ETA: 4s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0116 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0124 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0170 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0163 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0149 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0118 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - 6s 824us/step - loss: 0.0107 - acc: 0.9991 - val_loss: 1.5465 - val_acc: 0.8587 Epoch 01913: val_loss did not improve from 0.55729 Epoch 1914/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1419e-05 - acc: 1.000 - ETA: 5s - loss: 8.3372e-06 - acc: 1.000 - ETA: 4s - loss: 6.2339e-06 - acc: 1.000 - ETA: 5s - loss: 5.2148e-06 - acc: 1.000 - ETA: 4s - loss: 4.4931e-06 - acc: 1.000 - ETA: 4s - loss: 3.7945e-06 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0168 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0132 - acc: 0.999 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0254 - acc: 0.998 - ETA: 4s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0233 - acc: 0.998 - ETA: 3s - loss: 0.0223 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0206 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0154 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0146 - acc: 0.998 - ETA: 3s - loss: 0.0143 - acc: 0.998 - ETA: 3s - loss: 0.0140 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 2s - loss: 0.0134 - acc: 0.999 - ETA: 2s - loss: 0.0131 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0128 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0127 - acc: 0.998 - ETA: 2s - loss: 0.0125 - acc: 0.998 - ETA: 2s - loss: 0.0123 - acc: 0.998 - ETA: 2s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - 5s 823us/step - loss: 0.0098 - acc: 0.9991 - val_loss: 1.5318 - val_acc: 0.8563 Epoch 01914: val_loss did not improve from 0.55729 Epoch 1915/2000 6680/6680 [==============================] - ETA: 4s - loss: 0.0025 - acc: 1.000 - ETA: 4s - loss: 5.0350e-04 - acc: 1.000 - ETA: 5s - loss: 3.1474e-04 - acc: 1.000 - ETA: 5s - loss: 2.2893e-04 - acc: 1.000 - ETA: 4s - loss: 1.6811e-04 - acc: 1.000 - ETA: 5s - loss: 1.4012e-04 - acc: 1.000 - ETA: 4s - loss: 1.1466e-04 - acc: 1.000 - ETA: 4s - loss: 1.0092e-04 - acc: 1.000 - ETA: 4s - loss: 8.7018e-05 - acc: 1.000 - ETA: 4s - loss: 7.6485e-05 - acc: 1.000 - ETA: 4s - loss: 7.0121e-05 - acc: 1.000 - ETA: 4s - loss: 6.4736e-05 - acc: 1.000 - ETA: 4s - loss: 5.8725e-05 - acc: 1.000 - ETA: 4s - loss: 5.3738e-05 - acc: 1.000 - ETA: 4s - loss: 5.0526e-05 - acc: 1.000 - ETA: 4s - loss: 4.7673e-05 - acc: 1.000 - ETA: 4s - loss: 4.5126e-05 - acc: 1.000 - ETA: 4s - loss: 4.2168e-05 - acc: 1.000 - ETA: 4s - loss: 4.0279e-05 - acc: 1.000 - ETA: 4s - loss: 3.8460e-05 - acc: 1.000 - ETA: 4s - loss: 3.6269e-05 - acc: 1.000 - ETA: 4s - loss: 3.4784e-05 - acc: 1.000 - ETA: 4s - loss: 3.2983e-05 - acc: 1.000 - ETA: 4s - loss: 3.1750e-05 - acc: 1.000 - ETA: 3s - loss: 3.0607e-05 - acc: 1.000 - ETA: 3s - loss: 2.9544e-05 - acc: 1.000 - ETA: 3s - loss: 2.8554e-05 - acc: 1.000 - ETA: 3s - loss: 2.7627e-05 - acc: 1.000 - ETA: 3s - loss: 2.6480e-05 - acc: 1.000 - ETA: 3s - loss: 2.5682e-05 - acc: 1.000 - ETA: 3s - loss: 2.4930e-05 - acc: 1.000 - ETA: 3s - loss: 2.3994e-05 - acc: 1.000 - ETA: 3s - loss: 0.0121 - acc: 0.9991 - ETA: 3s - loss: 0.0118 - acc: 0.999 - ETA: 3s - loss: 0.0115 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0103 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0098 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0162 - acc: 0.998 - ETA: 2s - loss: 0.0159 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0173 - acc: 0.998 - ETA: 0s - loss: 0.0171 - acc: 0.998 - ETA: 0s - loss: 0.0170 - acc: 0.998 - ETA: 0s - loss: 0.0168 - acc: 0.998 - ETA: 0s - loss: 0.0166 - acc: 0.998 - ETA: 0s - loss: 0.0165 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - 6s 824us/step - loss: 0.0149 - acc: 0.9987 - val_loss: 1.6041 - val_acc: 0.8431 Epoch 01915: val_loss did not improve from 0.55729 Epoch 1916/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.6231e-07 - acc: 1.000 - ETA: 5s - loss: 1.5534e-07 - acc: 1.000 - ETA: 5s - loss: 1.5058e-07 - acc: 1.000 - ETA: 5s - loss: 3.0736e-07 - acc: 1.000 - ETA: 5s - loss: 2.9344e-07 - acc: 1.000 - ETA: 4s - loss: 2.8054e-07 - acc: 1.000 - ETA: 4s - loss: 2.6588e-07 - acc: 1.000 - ETA: 4s - loss: 2.5365e-07 - acc: 1.000 - ETA: 4s - loss: 0.0178 - acc: 0.9987 - ETA: 4s - loss: 0.0165 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0113 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0089 - acc: 0.999 - ETA: 4s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 5s 821us/step - loss: 0.0128 - acc: 0.9990 - val_loss: 1.5815 - val_acc: 0.8455 Epoch 01916: val_loss did not improve from 0.55729 Epoch 1917/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 9.4912e-07 - acc: 1.000 - ETA: 5s - loss: 7.9832e-07 - acc: 1.000 - ETA: 5s - loss: 0.0133 - acc: 0.9972 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0095 - acc: 0.998 - ETA: 4s - loss: 0.0085 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.996 - ETA: 4s - loss: 0.0145 - acc: 0.996 - ETA: 4s - loss: 0.0132 - acc: 0.996 - ETA: 4s - loss: 0.0124 - acc: 0.996 - ETA: 4s - loss: 0.0114 - acc: 0.997 - ETA: 4s - loss: 0.0108 - acc: 0.997 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0226 - acc: 0.996 - ETA: 4s - loss: 0.0212 - acc: 0.997 - ETA: 4s - loss: 0.0203 - acc: 0.997 - ETA: 4s - loss: 0.0192 - acc: 0.997 - ETA: 4s - loss: 0.0184 - acc: 0.997 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 3s - loss: 0.0165 - acc: 0.997 - ETA: 3s - loss: 0.0159 - acc: 0.997 - ETA: 3s - loss: 0.0152 - acc: 0.997 - ETA: 3s - loss: 0.0147 - acc: 0.997 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0137 - acc: 0.998 - ETA: 3s - loss: 0.0133 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0167 - acc: 0.998 - ETA: 3s - loss: 0.0224 - acc: 0.997 - ETA: 3s - loss: 0.0219 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0209 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0199 - acc: 0.997 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0190 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 822us/step - loss: 0.0114 - acc: 0.9988 - val_loss: 1.6127 - val_acc: 0.8503 Epoch 01917: val_loss did not improve from 0.55729 Epoch 1918/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 1.2182e-07 - acc: 1.000 - ETA: 5s - loss: 3.1510e-07 - acc: 1.000 - ETA: 5s - loss: 5.7984e-06 - acc: 1.000 - ETA: 5s - loss: 2.5203e-05 - acc: 1.000 - ETA: 5s - loss: 2.1442e-05 - acc: 1.000 - ETA: 4s - loss: 1.8551e-05 - acc: 1.000 - ETA: 4s - loss: 1.6505e-05 - acc: 1.000 - ETA: 4s - loss: 1.4391e-05 - acc: 1.000 - ETA: 4s - loss: 1.3137e-05 - acc: 1.000 - ETA: 4s - loss: 1.2081e-05 - acc: 1.000 - ETA: 4s - loss: 1.0937e-05 - acc: 1.000 - ETA: 4s - loss: 1.0200e-05 - acc: 1.000 - ETA: 4s - loss: 9.3608e-06 - acc: 1.000 - ETA: 4s - loss: 8.8434e-06 - acc: 1.000 - ETA: 4s - loss: 8.3590e-06 - acc: 1.000 - ETA: 4s - loss: 7.7927e-06 - acc: 1.000 - ETA: 4s - loss: 7.4153e-06 - acc: 1.000 - ETA: 4s - loss: 6.8523e-05 - acc: 1.000 - ETA: 4s - loss: 6.4501e-05 - acc: 1.000 - ETA: 4s - loss: 6.0953e-05 - acc: 1.000 - ETA: 4s - loss: 5.8520e-05 - acc: 1.000 - ETA: 4s - loss: 5.6275e-05 - acc: 1.000 - ETA: 4s - loss: 0.0100 - acc: 0.9994 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - 6s 825us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.5509 - val_acc: 0.8563 Epoch 01918: val_loss did not improve from 0.55729 Epoch 1919/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2013e-07 - acc: 1.000 - ETA: 5s - loss: 1.2331e-07 - acc: 1.000 - ETA: 5s - loss: 1.2266e-07 - acc: 1.000 - ETA: 5s - loss: 1.2287e-07 - acc: 1.000 - ETA: 5s - loss: 0.0265 - acc: 0.9981 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0216 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0143 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0106 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0120 - acc: 0.999 - ETA: 2s - loss: 0.0118 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0139 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - 6s 824us/step - loss: 0.0157 - acc: 0.9988 - val_loss: 1.6335 - val_acc: 0.8491 Epoch 01919: val_loss did not improve from 0.55729 Epoch 1920/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 1.4067e-07 - acc: 1.000 - ETA: 5s - loss: 1.3784e-07 - acc: 1.000 - ETA: 5s - loss: 1.3601e-07 - acc: 1.000 - ETA: 4s - loss: 1.3510e-07 - acc: 1.000 - ETA: 5s - loss: 1.3444e-07 - acc: 1.000 - ETA: 4s - loss: 1.6292e-07 - acc: 1.000 - ETA: 4s - loss: 1.5593e-07 - acc: 1.000 - ETA: 4s - loss: 1.5263e-07 - acc: 1.000 - ETA: 4s - loss: 4.8707e-04 - acc: 1.000 - ETA: 4s - loss: 4.4536e-04 - acc: 1.000 - ETA: 4s - loss: 4.1021e-04 - acc: 1.000 - ETA: 4s - loss: 3.7115e-04 - acc: 1.000 - ETA: 4s - loss: 3.3889e-04 - acc: 1.000 - ETA: 4s - loss: 3.1815e-04 - acc: 1.000 - ETA: 4s - loss: 5.7058e-04 - acc: 1.000 - ETA: 4s - loss: 5.3946e-04 - acc: 1.000 - ETA: 4s - loss: 5.0290e-04 - acc: 1.000 - ETA: 4s - loss: 4.7857e-04 - acc: 1.000 - ETA: 4s - loss: 4.5649e-04 - acc: 1.000 - ETA: 4s - loss: 4.3003e-04 - acc: 1.000 - ETA: 4s - loss: 4.1212e-04 - acc: 1.000 - ETA: 4s - loss: 3.9567e-04 - acc: 1.000 - ETA: 4s - loss: 3.8045e-04 - acc: 1.000 - ETA: 4s - loss: 3.6637e-04 - acc: 1.000 - ETA: 4s - loss: 3.4913e-04 - acc: 1.000 - ETA: 3s - loss: 3.3351e-04 - acc: 1.000 - ETA: 3s - loss: 3.9498e-04 - acc: 1.000 - ETA: 3s - loss: 3.7852e-04 - acc: 1.000 - ETA: 3s - loss: 3.6353e-04 - acc: 1.000 - ETA: 3s - loss: 3.5295e-04 - acc: 1.000 - ETA: 3s - loss: 0.0079 - acc: 0.9995 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - ETA: 3s - loss: 0.0067 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0051 - acc: 0.999 - ETA: 2s - loss: 0.0050 - acc: 0.999 - ETA: 2s - loss: 0.0049 - acc: 0.999 - ETA: 2s - loss: 0.0048 - acc: 0.999 - ETA: 2s - loss: 0.0047 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 6s 833us/step - loss: 0.0088 - acc: 0.9993 - val_loss: 1.6242 - val_acc: 0.8479 Epoch 01920: val_loss did not improve from 0.55729 Epoch 1921/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 5s - loss: 1.2442e-07 - acc: 1.000 - ETA: 5s - loss: 3.0995e-07 - acc: 1.000 - ETA: 5s - loss: 2.7589e-07 - acc: 1.000 - ETA: 5s - loss: 2.4471e-07 - acc: 1.000 - ETA: 4s - loss: 2.2216e-07 - acc: 1.000 - ETA: 4s - loss: 2.0981e-07 - acc: 1.000 - ETA: 4s - loss: 2.1540e-07 - acc: 1.000 - ETA: 4s - loss: 2.0638e-07 - acc: 1.000 - ETA: 4s - loss: 1.9686e-07 - acc: 1.000 - ETA: 4s - loss: 4.4928e-07 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 0.9988 - ETA: 4s - loss: 0.0010 - acc: 0.998 - ETA: 4s - loss: 9.7161e-04 - acc: 0.999 - ETA: 4s - loss: 8.9829e-04 - acc: 0.999 - ETA: 4s - loss: 8.3526e-04 - acc: 0.999 - ETA: 4s - loss: 7.8050e-04 - acc: 0.999 - ETA: 4s - loss: 7.3248e-04 - acc: 0.999 - ETA: 4s - loss: 6.9003e-04 - acc: 0.999 - ETA: 4s - loss: 6.5222e-04 - acc: 0.999 - ETA: 4s - loss: 6.2648e-04 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.9987 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0202 - acc: 0.998 - ETA: 2s - loss: 0.0198 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0153 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - 6s 826us/step - loss: 0.0134 - acc: 0.9990 - val_loss: 1.5774 - val_acc: 0.8503 Epoch 01921: val_loss did not improve from 0.55729 Epoch 1922/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0715 - acc: 0.9944 - ETA: 5s - loss: 0.0495 - acc: 0.996 - ETA: 5s - loss: 0.0506 - acc: 0.993 - ETA: 5s - loss: 0.0405 - acc: 0.995 - ETA: 4s - loss: 0.0352 - acc: 0.993 - ETA: 4s - loss: 0.0313 - acc: 0.994 - ETA: 4s - loss: 0.0272 - acc: 0.995 - ETA: 4s - loss: 0.0248 - acc: 0.995 - ETA: 4s - loss: 0.0222 - acc: 0.996 - ETA: 4s - loss: 0.0206 - acc: 0.996 - ETA: 4s - loss: 0.0192 - acc: 0.996 - ETA: 4s - loss: 0.0180 - acc: 0.996 - ETA: 4s - loss: 0.0166 - acc: 0.997 - ETA: 4s - loss: 0.0156 - acc: 0.997 - ETA: 4s - loss: 0.0146 - acc: 0.997 - ETA: 4s - loss: 0.0138 - acc: 0.997 - ETA: 4s - loss: 0.0132 - acc: 0.997 - ETA: 4s - loss: 0.0124 - acc: 0.997 - ETA: 4s - loss: 0.0119 - acc: 0.997 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - loss: 0.0078 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.998 - ETA: 3s - loss: 0.0071 - acc: 0.998 - ETA: 3s - loss: 0.0069 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0083 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0078 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.998 - ETA: 2s - loss: 0.0073 - acc: 0.998 - ETA: 2s - loss: 0.0072 - acc: 0.998 - ETA: 2s - loss: 0.0070 - acc: 0.998 - ETA: 2s - loss: 0.0069 - acc: 0.998 - ETA: 2s - loss: 0.0068 - acc: 0.998 - ETA: 2s - loss: 0.0066 - acc: 0.998 - ETA: 2s - loss: 0.0065 - acc: 0.998 - ETA: 2s - loss: 0.0064 - acc: 0.998 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 5s 822us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.5526 - val_acc: 0.8503 Epoch 01922: val_loss did not improve from 0.55729 Epoch 1923/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.9073e-07 - acc: 1.000 - ETA: 5s - loss: 3.4094e-07 - acc: 1.000 - ETA: 5s - loss: 4.5076e-05 - acc: 1.000 - ETA: 5s - loss: 3.2815e-05 - acc: 1.000 - ETA: 5s - loss: 4.2208e-05 - acc: 1.000 - ETA: 5s - loss: 3.4762e-05 - acc: 1.000 - ETA: 5s - loss: 2.8729e-05 - acc: 1.000 - ETA: 5s - loss: 2.5305e-05 - acc: 1.000 - ETA: 4s - loss: 2.2610e-05 - acc: 1.000 - ETA: 4s - loss: 2.6539e-05 - acc: 1.000 - ETA: 4s - loss: 0.0016 - acc: 0.9986 - ETA: 4s - loss: 0.0014 - acc: 0.998 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.999 - ETA: 4s - loss: 0.0010 - acc: 0.999 - ETA: 4s - loss: 9.8700e-04 - acc: 0.999 - ETA: 4s - loss: 9.2126e-04 - acc: 0.999 - ETA: 4s - loss: 8.6368e-04 - acc: 0.999 - ETA: 4s - loss: 8.2502e-04 - acc: 0.999 - ETA: 4s - loss: 7.7857e-04 - acc: 0.999 - ETA: 4s - loss: 7.3781e-04 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.9987 - ETA: 3s - loss: 0.0104 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0064 - acc: 0.999 - ETA: 3s - loss: 0.0063 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0177 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0172 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 0s - loss: 0.0161 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 5s 821us/step - loss: 0.0133 - acc: 0.9987 - val_loss: 1.5899 - val_acc: 0.8443 Epoch 01923: val_loss did not improve from 0.55729 Epoch 1924/2000 6680/6680 [==============================] - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0490 - acc: 0.9900 - ETA: 5s - loss: 0.0272 - acc: 0.994 - ETA: 5s - loss: 0.0204 - acc: 0.995 - ETA: 4s - loss: 0.0153 - acc: 0.996 - ETA: 4s - loss: 0.0325 - acc: 0.994 - ETA: 4s - loss: 0.0280 - acc: 0.995 - ETA: 4s - loss: 0.0237 - acc: 0.996 - ETA: 4s - loss: 0.0213 - acc: 0.996 - ETA: 4s - loss: 0.0193 - acc: 0.996 - ETA: 4s - loss: 0.0172 - acc: 0.997 - ETA: 4s - loss: 0.0158 - acc: 0.997 - ETA: 4s - loss: 0.0147 - acc: 0.997 - ETA: 4s - loss: 0.0134 - acc: 0.997 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0171 - acc: 0.997 - ETA: 4s - loss: 0.0162 - acc: 0.997 - ETA: 4s - loss: 0.0155 - acc: 0.997 - ETA: 4s - loss: 0.0231 - acc: 0.997 - ETA: 4s - loss: 0.0221 - acc: 0.997 - ETA: 4s - loss: 0.0213 - acc: 0.997 - ETA: 4s - loss: 0.0204 - acc: 0.997 - ETA: 4s - loss: 0.0194 - acc: 0.997 - ETA: 3s - loss: 0.0187 - acc: 0.997 - ETA: 3s - loss: 0.0181 - acc: 0.997 - ETA: 3s - loss: 0.0173 - acc: 0.997 - ETA: 3s - loss: 0.0167 - acc: 0.997 - ETA: 3s - loss: 0.0162 - acc: 0.997 - ETA: 3s - loss: 0.0157 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.997 - ETA: 3s - loss: 0.0220 - acc: 0.997 - ETA: 3s - loss: 0.0214 - acc: 0.997 - ETA: 3s - loss: 0.0208 - acc: 0.997 - ETA: 3s - loss: 0.0203 - acc: 0.997 - ETA: 3s - loss: 0.0198 - acc: 0.997 - ETA: 3s - loss: 0.0193 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0182 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0174 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.997 - ETA: 3s - loss: 0.0184 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0155 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0138 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0133 - acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 2s - loss: 0.0126 - acc: 0.998 - ETA: 2s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - 6s 825us/step - loss: 0.0126 - acc: 0.9988 - val_loss: 1.6296 - val_acc: 0.8431 Epoch 01924: val_loss did not improve from 0.55729 Epoch 1925/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1995e-07 - acc: 1.000 - ETA: 5s - loss: 1.1958e-07 - acc: 1.000 - ETA: 5s - loss: 1.3736e-07 - acc: 1.000 - ETA: 5s - loss: 1.3454e-07 - acc: 1.000 - ETA: 5s - loss: 1.3146e-07 - acc: 1.000 - ETA: 5s - loss: 1.2971e-07 - acc: 1.000 - ETA: 5s - loss: 1.2902e-07 - acc: 1.000 - ETA: 4s - loss: 1.3305e-07 - acc: 1.000 - ETA: 4s - loss: 1.3305e-07 - acc: 1.000 - ETA: 4s - loss: 1.3183e-07 - acc: 1.000 - ETA: 4s - loss: 1.3050e-07 - acc: 1.000 - ETA: 4s - loss: 2.8444e-07 - acc: 1.000 - ETA: 4s - loss: 2.7317e-07 - acc: 1.000 - ETA: 4s - loss: 2.6916e-07 - acc: 1.000 - ETA: 4s - loss: 2.6034e-07 - acc: 1.000 - ETA: 4s - loss: 2.5008e-07 - acc: 1.000 - ETA: 4s - loss: 0.0139 - acc: 0.9991 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0126 - acc: 0.998 - ETA: 3s - loss: 0.0122 - acc: 0.998 - ETA: 3s - loss: 0.0118 - acc: 0.998 - ETA: 3s - loss: 0.0115 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0108 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0093 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 2s - loss: 0.0084 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - ETA: 2s - loss: 0.0081 - acc: 0.999 - ETA: 2s - loss: 0.0079 - acc: 0.999 - ETA: 2s - loss: 0.0078 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0103 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - 5s 821us/step - loss: 0.0124 - acc: 0.9990 - val_loss: 1.6798 - val_acc: 0.8467 Epoch 01925: val_loss did not improve from 0.55729 Epoch 1926/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.6346e-06 - acc: 1.000 - ETA: 5s - loss: 1.9782e-06 - acc: 1.000 - ETA: 5s - loss: 1.1815e-06 - acc: 1.000 - ETA: 5s - loss: 8.6668e-07 - acc: 1.000 - ETA: 5s - loss: 6.9648e-07 - acc: 1.000 - ETA: 5s - loss: 5.8824e-07 - acc: 1.000 - ETA: 5s - loss: 6.1186e-07 - acc: 1.000 - ETA: 5s - loss: 0.0138 - acc: 0.9978 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0093 - acc: 0.998 - ETA: 4s - loss: 0.0086 - acc: 0.998 - ETA: 4s - loss: 0.0079 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0069 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0056 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0047 - acc: 0.999 - ETA: 4s - loss: 0.0045 - acc: 0.999 - ETA: 4s - loss: 0.0044 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0038 - acc: 0.999 - ETA: 3s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0141 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - 6s 828us/step - loss: 0.0114 - acc: 0.9991 - val_loss: 1.6451 - val_acc: 0.8503 Epoch 01926: val_loss did not improve from 0.55729 Epoch 1927/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1314 - acc: 0.9900 - ETA: 5s - loss: 0.0730 - acc: 0.994 - ETA: 5s - loss: 0.1219 - acc: 0.991 - ETA: 5s - loss: 0.1115 - acc: 0.990 - ETA: 5s - loss: 0.0939 - acc: 0.992 - ETA: 5s - loss: 0.0811 - acc: 0.993 - ETA: 4s - loss: 0.0686 - acc: 0.994 - ETA: 4s - loss: 0.0615 - acc: 0.994 - ETA: 4s - loss: 0.0557 - acc: 0.995 - ETA: 4s - loss: 0.0593 - acc: 0.994 - ETA: 4s - loss: 0.0532 - acc: 0.994 - ETA: 4s - loss: 0.0498 - acc: 0.995 - ETA: 4s - loss: 0.0455 - acc: 0.995 - ETA: 4s - loss: 0.0427 - acc: 0.995 - ETA: 4s - loss: 0.0395 - acc: 0.996 - ETA: 4s - loss: 0.0374 - acc: 0.996 - ETA: 4s - loss: 0.0355 - acc: 0.996 - ETA: 4s - loss: 0.0332 - acc: 0.996 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0283 - acc: 0.997 - ETA: 4s - loss: 0.0272 - acc: 0.997 - ETA: 4s - loss: 0.0261 - acc: 0.997 - ETA: 3s - loss: 0.0249 - acc: 0.997 - ETA: 3s - loss: 0.0240 - acc: 0.997 - ETA: 3s - loss: 0.0230 - acc: 0.997 - ETA: 3s - loss: 0.0223 - acc: 0.997 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0208 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0194 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0184 - acc: 0.998 - ETA: 3s - loss: 0.0178 - acc: 0.998 - ETA: 3s - loss: 0.0173 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0160 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0151 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0184 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0169 - acc: 0.998 - ETA: 2s - loss: 0.0166 - acc: 0.998 - ETA: 2s - loss: 0.0163 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0197 - acc: 0.998 - ETA: 2s - loss: 0.0194 - acc: 0.998 - ETA: 2s - loss: 0.0191 - acc: 0.998 - ETA: 2s - loss: 0.0188 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0151 - acc: 0.998 - ETA: 1s - loss: 0.0149 - acc: 0.998 - ETA: 1s - loss: 0.0147 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0159 - acc: 0.998 - ETA: 0s - loss: 0.0157 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 847us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.6096 - val_acc: 0.8395 Epoch 01927: val_loss did not improve from 0.55729 Epoch 1928/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3736e-07 - acc: 1.000 - ETA: 5s - loss: 1.3252e-07 - acc: 1.000 - ETA: 5s - loss: 2.2070e-07 - acc: 1.000 - ETA: 5s - loss: 2.0748e-07 - acc: 1.000 - ETA: 5s - loss: 8.3953e-07 - acc: 1.000 - ETA: 5s - loss: 7.5949e-07 - acc: 1.000 - ETA: 5s - loss: 6.9547e-07 - acc: 1.000 - ETA: 5s - loss: 6.4597e-07 - acc: 1.000 - ETA: 4s - loss: 6.0207e-07 - acc: 1.000 - ETA: 4s - loss: 5.6493e-07 - acc: 1.000 - ETA: 4s - loss: 5.3309e-07 - acc: 1.000 - ETA: 4s - loss: 5.0550e-07 - acc: 1.000 - ETA: 4s - loss: 4.8148e-07 - acc: 1.000 - ETA: 4s - loss: 4.6017e-07 - acc: 1.000 - ETA: 4s - loss: 4.4178e-07 - acc: 1.000 - ETA: 4s - loss: 4.5268e-07 - acc: 1.000 - ETA: 4s - loss: 4.4263e-07 - acc: 1.000 - ETA: 4s - loss: 4.2761e-07 - acc: 1.000 - ETA: 4s - loss: 4.1122e-07 - acc: 1.000 - ETA: 4s - loss: 3.9888e-07 - acc: 1.000 - ETA: 4s - loss: 3.8795e-07 - acc: 1.000 - ETA: 4s - loss: 3.7772e-07 - acc: 1.000 - ETA: 4s - loss: 3.6814e-07 - acc: 1.000 - ETA: 4s - loss: 1.1237e-06 - acc: 1.000 - ETA: 4s - loss: 1.0894e-06 - acc: 1.000 - ETA: 3s - loss: 1.0574e-06 - acc: 1.000 - ETA: 3s - loss: 3.5348e-05 - acc: 1.000 - ETA: 3s - loss: 3.4261e-05 - acc: 1.000 - ETA: 3s - loss: 3.2912e-05 - acc: 1.000 - ETA: 3s - loss: 3.1966e-05 - acc: 1.000 - ETA: 3s - loss: 3.0787e-05 - acc: 1.000 - ETA: 3s - loss: 2.9968e-05 - acc: 1.000 - ETA: 3s - loss: 0.0037 - acc: 0.9996 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0028 - acc: 0.999 - ETA: 2s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0075 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0069 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0065 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - 6s 830us/step - loss: 0.0104 - acc: 0.9991 - val_loss: 1.5608 - val_acc: 0.8551 Epoch 01928: val_loss did not improve from 0.55729 Epoch 1929/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2010e-06 - acc: 1.000 - ETA: 5s - loss: 4.0308e-07 - acc: 1.000 - ETA: 5s - loss: 3.1463e-07 - acc: 1.000 - ETA: 5s - loss: 0.0167 - acc: 0.9955 - ETA: 5s - loss: 0.0131 - acc: 0.996 - ETA: 5s - loss: 0.0108 - acc: 0.997 - ETA: 5s - loss: 0.0092 - acc: 0.997 - ETA: 5s - loss: 0.0080 - acc: 0.997 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 4s - loss: 0.0098 - acc: 0.997 - ETA: 4s - loss: 0.0090 - acc: 0.997 - ETA: 4s - loss: 0.0082 - acc: 0.997 - ETA: 4s - loss: 0.0076 - acc: 0.997 - ETA: 4s - loss: 0.0070 - acc: 0.997 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.998 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0052 - acc: 0.998 - ETA: 4s - loss: 0.0049 - acc: 0.998 - ETA: 4s - loss: 0.0047 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0043 - acc: 0.998 - ETA: 4s - loss: 0.0041 - acc: 0.998 - ETA: 3s - loss: 0.0039 - acc: 0.998 - ETA: 3s - loss: 0.0038 - acc: 0.998 - ETA: 3s - loss: 0.0036 - acc: 0.998 - ETA: 3s - loss: 0.0035 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0025 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 2s - loss: 0.0023 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0022 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0053 - acc: 0.999 - ETA: 2s - loss: 0.0052 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.998 - ETA: 2s - loss: 0.0062 - acc: 0.998 - ETA: 2s - loss: 0.0060 - acc: 0.998 - ETA: 2s - loss: 0.0059 - acc: 0.998 - ETA: 2s - loss: 0.0103 - acc: 0.998 - ETA: 2s - loss: 0.0102 - acc: 0.998 - ETA: 2s - loss: 0.0100 - acc: 0.998 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0117 - acc: 0.998 - ETA: 2s - loss: 0.0115 - acc: 0.998 - ETA: 2s - loss: 0.0113 - acc: 0.998 - ETA: 2s - loss: 0.0112 - acc: 0.998 - ETA: 2s - loss: 0.0110 - acc: 0.998 - ETA: 2s - loss: 0.0108 - acc: 0.998 - ETA: 2s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0092 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - 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ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5410e-04 - acc: 1.000 - ETA: 5s - loss: 8.9319e-05 - acc: 1.000 - ETA: 5s - loss: 6.7019e-05 - acc: 1.000 - ETA: 5s - loss: 5.0294e-05 - acc: 1.000 - ETA: 5s - loss: 4.2379e-05 - acc: 1.000 - ETA: 5s - loss: 3.6616e-05 - acc: 1.000 - ETA: 4s - loss: 3.1001e-05 - acc: 1.000 - ETA: 4s - loss: 2.7811e-05 - acc: 1.000 - ETA: 4s - loss: 2.5215e-05 - acc: 1.000 - ETA: 4s - loss: 2.2429e-05 - acc: 1.000 - ETA: 4s - loss: 1.3454e-04 - acc: 1.000 - ETA: 4s - loss: 1.2496e-04 - acc: 1.000 - ETA: 4s - loss: 1.1414e-04 - acc: 1.000 - ETA: 4s - loss: 1.0780e-04 - acc: 1.000 - ETA: 4s - loss: 9.9704e-05 - acc: 1.000 - ETA: 4s - loss: 9.4370e-05 - acc: 1.000 - ETA: 4s - loss: 8.8087e-05 - acc: 1.000 - ETA: 4s - loss: 0.0105 - acc: 0.9992 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0079 - 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acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 819us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.5639 - val_acc: 0.8575 Epoch 01930: val_loss did not improve from 0.55729 Epoch 1931/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.0266e-07 - acc: 1.000 - ETA: 5s - loss: 1.6615e-07 - acc: 1.000 - ETA: 5s - loss: 1.4342e-07 - acc: 1.000 - ETA: 5s - loss: 5.2031e-07 - acc: 1.000 - ETA: 5s - loss: 4.5718e-07 - acc: 1.000 - ETA: 5s - loss: 3.8665e-07 - acc: 1.000 - ETA: 4s - loss: 3.4014e-07 - acc: 1.000 - ETA: 4s - loss: 3.1671e-07 - acc: 1.000 - ETA: 4s - loss: 2.9628e-07 - acc: 1.000 - ETA: 4s - loss: 2.8210e-07 - acc: 1.000 - ETA: 4s - loss: 5.7411e-07 - acc: 1.000 - ETA: 4s - loss: 5.3851e-07 - acc: 1.000 - ETA: 4s - loss: 5.0791e-07 - acc: 1.000 - ETA: 4s - loss: 4.7336e-07 - acc: 1.000 - ETA: 4s - loss: 4.5122e-07 - acc: 1.000 - ETA: 4s - loss: 4.3169e-07 - acc: 1.000 - ETA: 4s - loss: 4.1054e-07 - acc: 1.000 - ETA: 4s - loss: 3.9557e-07 - acc: 1.000 - ETA: 4s - loss: 3.7832e-07 - acc: 1.000 - ETA: 4s - loss: 3.6636e-07 - acc: 1.000 - ETA: 4s - loss: 3.5594e-07 - acc: 1.000 - ETA: 4s - loss: 3.4287e-07 - acc: 1.000 - ETA: 4s - loss: 3.3392e-07 - acc: 1.000 - ETA: 4s - loss: 0.0088 - acc: 0.9987 - ETA: 4s - loss: 0.0084 - acc: 0.998 - ETA: 3s - loss: 0.0081 - acc: 0.998 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0046 - acc: 0.999 - ETA: 2s - loss: 0.0045 - acc: 0.999 - ETA: 2s - loss: 0.0044 - acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0042 - acc: 0.999 - ETA: 2s - loss: 0.0041 - acc: 0.999 - ETA: 2s - loss: 0.0040 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0055 - acc: 0.999 - ETA: 1s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0084 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0071 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - 6s 824us/step - loss: 0.0109 - acc: 0.9988 - val_loss: 1.5757 - val_acc: 0.8527 Epoch 01931: val_loss did not improve from 0.55729 Epoch 1932/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 0.1325 - acc: 0.9900 - ETA: 5s - loss: 0.0828 - acc: 0.993 - ETA: 5s - loss: 0.0602 - acc: 0.995 - ETA: 4s - loss: 0.0442 - acc: 0.996 - ETA: 5s - loss: 0.0368 - acc: 0.997 - ETA: 4s - loss: 0.0315 - acc: 0.997 - ETA: 4s - loss: 0.0265 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0189 - acc: 0.998 - ETA: 4s - loss: 0.0170 - acc: 0.998 - ETA: 4s - loss: 0.0158 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0135 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0125 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0106 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0092 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0086 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0079 - acc: 0.998 - ETA: 3s - loss: 0.0075 - acc: 0.998 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0066 - acc: 0.999 - ETA: 3s - loss: 0.0065 - acc: 0.999 - ETA: 3s - loss: 0.0062 - acc: 0.999 - ETA: 3s - loss: 0.0061 - acc: 0.999 - ETA: 3s - loss: 0.0059 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.999 - ETA: 3s - loss: 0.0055 - acc: 0.999 - ETA: 3s - loss: 0.0054 - acc: 0.999 - ETA: 3s - loss: 0.0053 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 2s - loss: 0.0083 - acc: 0.999 - 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acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - 5s 822us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.6183 - val_acc: 0.8491 Epoch 01932: val_loss did not improve from 0.55729 Epoch 1933/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1942e-07 - acc: 1.000 - ETA: 5s - loss: 1.2467e-07 - acc: 1.000 - ETA: 4s - loss: 1.2616e-07 - acc: 1.000 - ETA: 4s - loss: 1.2505e-07 - acc: 1.000 - ETA: 4s - loss: 0.0040 - acc: 0.9982 - ETA: 4s - loss: 0.0036 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0029 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.998 - ETA: 4s - loss: 0.0025 - acc: 0.998 - ETA: 4s - loss: 0.0023 - acc: 0.999 - ETA: 4s - loss: 0.0022 - acc: 0.999 - ETA: 4s - loss: 0.0021 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0019 - acc: 0.999 - ETA: 4s - loss: 0.0018 - acc: 0.999 - ETA: 4s - loss: 0.0017 - acc: 0.999 - ETA: 4s - loss: 0.0016 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0015 - acc: 0.999 - ETA: 4s - loss: 0.0014 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0013 - acc: 0.999 - ETA: 3s - loss: 0.0012 - acc: 0.999 - ETA: 3s - loss: 0.0012 - 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acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - 6s 827us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.5571 - val_acc: 0.8479 Epoch 01933: val_loss did not improve from 0.55729 Epoch 1934/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.5332e-07 - acc: 1.000 - ETA: 5s - loss: 2.0936e-07 - acc: 1.000 - ETA: 5s - loss: 1.7072e-07 - acc: 1.000 - ETA: 5s - loss: 1.5557e-07 - acc: 1.000 - ETA: 5s - loss: 1.5369e-07 - acc: 1.000 - ETA: 5s - loss: 7.1896e-06 - acc: 1.000 - ETA: 5s - loss: 6.1290e-06 - acc: 1.000 - ETA: 5s - loss: 5.3455e-06 - acc: 1.000 - ETA: 5s - loss: 5.1017e-06 - acc: 1.000 - ETA: 4s - loss: 4.4609e-06 - acc: 1.000 - ETA: 4s - loss: 4.0796e-06 - acc: 1.000 - ETA: 4s - loss: 3.7585e-06 - acc: 1.000 - ETA: 4s - loss: 3.5199e-06 - acc: 1.000 - ETA: 4s - loss: 0.0168 - acc: 0.9989 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0145 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0129 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0108 - acc: 0.999 - ETA: 4s - loss: 0.0104 - acc: 0.999 - ETA: 4s - loss: 0.0098 - acc: 0.999 - ETA: 4s - loss: 0.0095 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 4s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - 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ETA: 0s - loss: 0.0059 - acc: 0.999 - ETA: 0s - loss: 0.0058 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0057 - acc: 0.999 - ETA: 0s - loss: 0.0056 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0055 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0054 - acc: 0.999 - ETA: 0s - loss: 0.0053 - acc: 0.999 - ETA: 0s - loss: 0.0070 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - 5s 821us/step - loss: 0.0068 - acc: 0.9991 - val_loss: 1.7263 - val_acc: 0.8479 Epoch 01934: val_loss did not improve from 0.55729 Epoch 1935/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5572e-06 - acc: 1.000 - ETA: 5s - loss: 0.0900 - acc: 0.9929 - ETA: 5s - loss: 0.0630 - acc: 0.995 - ETA: 5s - loss: 0.0485 - acc: 0.996 - ETA: 5s - loss: 0.0371 - acc: 0.997 - ETA: 5s - 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acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 6s 826us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.6362 - val_acc: 0.8455 Epoch 01935: val_loss did not improve from 0.55729 Epoch 1936/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2201e-07 - acc: 1.000 - ETA: 5s - loss: 1.2293e-07 - acc: 1.000 - ETA: 4s - loss: 1.2231e-07 - acc: 1.000 - ETA: 4s - loss: 1.2187e-07 - acc: 1.000 - ETA: 4s - loss: 1.2200e-07 - acc: 1.000 - ETA: 4s - loss: 1.2175e-07 - acc: 1.000 - ETA: 4s - loss: 1.2155e-07 - acc: 1.000 - ETA: 4s - loss: 1.2152e-07 - acc: 1.000 - ETA: 4s - loss: 1.2150e-07 - acc: 1.000 - ETA: 4s - loss: 1.2225e-07 - acc: 1.000 - ETA: 4s - loss: 1.2529e-07 - acc: 1.000 - ETA: 4s - loss: 1.2483e-07 - acc: 1.000 - ETA: 4s - loss: 1.2794e-07 - acc: 1.000 - ETA: 4s - loss: 1.2736e-07 - acc: 1.000 - ETA: 4s - loss: 8.1936e-07 - acc: 1.000 - ETA: 4s - loss: 7.7887e-07 - acc: 1.000 - ETA: 4s - loss: 7.5100e-07 - acc: 1.000 - ETA: 4s - loss: 1.6328e-06 - acc: 1.000 - ETA: 4s - loss: 1.5805e-06 - acc: 1.000 - ETA: 4s - loss: 1.5373e-06 - acc: 1.000 - ETA: 3s - loss: 0.0025 - acc: 0.9994 - ETA: 3s - loss: 0.0024 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0023 - acc: 0.999 - ETA: 3s - loss: 0.0022 - acc: 0.999 - ETA: 3s - loss: 0.0021 - acc: 0.999 - ETA: 3s - 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ETA: 0s - loss: 0.0160 - acc: 0.998 - ETA: 0s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0146 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - 6s 841us/step - loss: 0.0131 - acc: 0.9990 - val_loss: 1.6789 - val_acc: 0.8455 Epoch 01937: val_loss did not improve from 0.55729 Epoch 1938/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5572e-07 - acc: 1.000 - 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ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 5s 819us/step - loss: 0.0125 - acc: 0.9991 - val_loss: 1.5158 - val_acc: 0.8563 Epoch 01938: val_loss did not improve from 0.55729 Epoch 1939/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.4438e-07 - acc: 1.000 - ETA: 5s - loss: 0.0841 - acc: 0.9900 - ETA: 5s - loss: 0.0526 - acc: 0.993 - ETA: 5s - loss: 0.0382 - acc: 0.995 - ETA: 5s - loss: 0.0280 - acc: 0.996 - ETA: 5s - loss: 0.0234 - acc: 0.997 - ETA: 5s - loss: 0.0200 - acc: 0.997 - ETA: 5s - 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acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - 5s 821us/step - loss: 0.0141 - acc: 0.9988 - val_loss: 1.5972 - val_acc: 0.8467 Epoch 01939: val_loss did not improve from 0.55729 Epoch 1940/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3225e-07 - acc: 1.000 - ETA: 5s - loss: 1.2869e-07 - acc: 1.000 - ETA: 5s - loss: 1.2666e-07 - acc: 1.000 - ETA: 5s - loss: 1.2535e-07 - acc: 1.000 - ETA: 5s - loss: 1.2418e-07 - acc: 1.000 - ETA: 5s - loss: 1.5448e-07 - acc: 1.000 - ETA: 4s - loss: 1.5114e-07 - acc: 1.000 - ETA: 4s - loss: 1.4805e-07 - acc: 1.000 - ETA: 4s - loss: 1.5112e-07 - acc: 1.000 - ETA: 4s - loss: 1.4853e-07 - acc: 1.000 - ETA: 4s - loss: 1.4633e-07 - acc: 1.000 - ETA: 4s - loss: 1.5733e-07 - acc: 1.000 - ETA: 4s - loss: 6.6692e-07 - acc: 1.000 - ETA: 4s - loss: 6.2417e-07 - acc: 1.000 - ETA: 4s - loss: 5.9559e-07 - acc: 1.000 - ETA: 4s - loss: 5.6807e-07 - acc: 1.000 - ETA: 4s - loss: 6.5688e-06 - acc: 1.000 - ETA: 4s - loss: 6.1657e-06 - acc: 1.000 - ETA: 4s - loss: 0.0055 - acc: 0.9993 - ETA: 4s - loss: 0.0052 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.998 - ETA: 3s - loss: 0.0082 - acc: 0.998 - ETA: 3s - loss: 0.0080 - acc: 0.998 - ETA: 3s - 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acc: 0.999 - ETA: 2s - loss: 0.0043 - acc: 0.999 - ETA: 1s - loss: 0.0062 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0061 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0059 - acc: 0.999 - ETA: 1s - loss: 0.0058 - acc: 0.999 - ETA: 1s - loss: 0.0057 - acc: 0.999 - ETA: 1s - loss: 0.0056 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 5s 823us/step - loss: 0.0104 - acc: 0.9990 - val_loss: 1.6336 - val_acc: 0.8515 Epoch 01940: val_loss did not improve from 0.55729 Epoch 1941/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2144e-07 - acc: 1.000 - ETA: 5s - loss: 1.6178e-07 - acc: 1.000 - ETA: 5s - loss: 1.4901e-07 - acc: 1.000 - ETA: 5s - loss: 5.1134e-07 - acc: 1.000 - ETA: 5s - loss: 4.4214e-07 - acc: 1.000 - ETA: 4s - loss: 4.0830e-07 - acc: 1.000 - ETA: 4s - loss: 3.8161e-07 - acc: 1.000 - ETA: 4s - loss: 0.0014 - acc: 0.9982 - ETA: 4s - loss: 0.0013 - acc: 0.998 - ETA: 4s - loss: 0.0012 - acc: 0.998 - ETA: 4s - loss: 0.0011 - acc: 0.998 - ETA: 4s - loss: 9.7539e-04 - acc: 0.998 - ETA: 4s - loss: 8.8870e-04 - acc: 0.998 - ETA: 4s - loss: 8.3316e-04 - acc: 0.999 - ETA: 4s - loss: 7.6908e-04 - acc: 0.999 - ETA: 4s - loss: 7.2714e-04 - acc: 0.999 - ETA: 4s - loss: 6.8954e-04 - acc: 0.999 - ETA: 4s - loss: 6.4506e-04 - acc: 0.999 - ETA: 4s - loss: 6.1529e-04 - acc: 0.999 - ETA: 4s - loss: 0.0071 - acc: 0.9986 - ETA: 4s - loss: 0.0068 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 4s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0054 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.998 - ETA: 3s - loss: 0.0050 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0043 - acc: 0.999 - ETA: 3s - 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acc: 0.999 - ETA: 1s - loss: 0.0071 - acc: 0.999 - ETA: 1s - loss: 0.0070 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 1s - loss: 0.0088 - acc: 0.998 - ETA: 1s - loss: 0.0087 - acc: 0.998 - ETA: 1s - loss: 0.0086 - acc: 0.998 - ETA: 1s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0081 - acc: 0.998 - ETA: 1s - loss: 0.0080 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - 5s 819us/step - loss: 0.0088 - acc: 0.9990 - val_loss: 1.5359 - val_acc: 0.8551 Epoch 01941: val_loss did not improve from 0.55729 Epoch 1942/2000 6680/6680 [==============================] - ETA: 4s - loss: 8.3447e-07 - acc: 1.000 - ETA: 5s - loss: 2.9802e-07 - acc: 1.000 - ETA: 5s - loss: 4.8876e-07 - acc: 1.000 - ETA: 5s - loss: 3.9827e-07 - acc: 1.000 - ETA: 5s - loss: 3.8530e-07 - acc: 1.000 - ETA: 5s - loss: 3.2683e-07 - acc: 1.000 - ETA: 5s - loss: 3.0484e-07 - acc: 1.000 - ETA: 4s - loss: 3.4976e-07 - acc: 1.000 - ETA: 4s - loss: 5.4603e-07 - acc: 1.000 - ETA: 4s - loss: 5.3261e-07 - acc: 1.000 - ETA: 4s - loss: 4.8536e-07 - acc: 1.000 - ETA: 4s - loss: 4.5951e-07 - acc: 1.000 - ETA: 4s - loss: 4.3461e-07 - acc: 1.000 - ETA: 4s - loss: 4.1241e-07 - acc: 1.000 - ETA: 4s - loss: 3.9408e-07 - acc: 1.000 - ETA: 4s - loss: 3.7294e-07 - acc: 1.000 - ETA: 4s - loss: 3.5910e-07 - acc: 1.000 - ETA: 4s - loss: 3.4669e-07 - acc: 1.000 - ETA: 4s - loss: 3.3201e-07 - acc: 1.000 - ETA: 4s - loss: 3.2219e-07 - acc: 1.000 - ETA: 4s - loss: 3.1534e-07 - acc: 1.000 - ETA: 4s - loss: 3.0846e-07 - acc: 1.000 - ETA: 4s - loss: 0.0107 - acc: 0.9993 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0096 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.998 - ETA: 3s - loss: 0.0089 - acc: 0.998 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0183 - acc: 0.998 - ETA: 1s - loss: 0.0180 - acc: 0.998 - ETA: 1s - loss: 0.0178 - acc: 0.998 - ETA: 1s - loss: 0.0176 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0168 - acc: 0.998 - ETA: 1s - loss: 0.0166 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0161 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0151 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - 6s 825us/step - loss: 0.0127 - acc: 0.9990 - val_loss: 1.6060 - val_acc: 0.8383 Epoch 01942: val_loss did not improve from 0.55729 Epoch 1943/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 2.2948e-07 - acc: 1.000 - ETA: 5s - loss: 2.0176e-07 - acc: 1.000 - ETA: 5s - loss: 1.8546e-07 - acc: 1.000 - ETA: 5s - loss: 1.7303e-07 - acc: 1.000 - ETA: 5s - loss: 0.0015 - acc: 1.0000 - ETA: 4s - loss: 0.0013 - acc: 1.000 - ETA: 4s - loss: 0.0011 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 1.000 - ETA: 4s - loss: 9.4562e-04 - acc: 1.000 - ETA: 4s - loss: 8.4627e-04 - acc: 1.000 - ETA: 4s - loss: 7.8436e-04 - acc: 1.000 - ETA: 4s - loss: 7.3089e-04 - acc: 1.000 - ETA: 4s - loss: 0.0175 - acc: 0.9990 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0140 - acc: 0.999 - ETA: 4s - loss: 0.0133 - acc: 0.999 - ETA: 4s - loss: 0.0127 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0102 - acc: 0.999 - ETA: 4s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0071 - acc: 0.999 - ETA: 3s - loss: 0.0069 - acc: 0.999 - 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acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - 5s 820us/step - loss: 0.0122 - acc: 0.9991 - val_loss: 1.4915 - val_acc: 0.8467 Epoch 01944: val_loss did not improve from 0.55729 Epoch 1945/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.9163e-06 - acc: 1.000 - ETA: 5s - loss: 5.6849e-07 - acc: 1.000 - ETA: 5s - loss: 0.1151 - acc: 0.9929 - ETA: 5s - loss: 0.0806 - acc: 0.995 - ETA: 5s - loss: 0.0576 - acc: 0.996 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0597 - acc: 0.996 - ETA: 4s - loss: 0.0520 - acc: 0.996 - ETA: 4s - loss: 0.0474 - acc: 0.997 - ETA: 4s - loss: 0.0424 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - 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acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 5s 818us/step - loss: 0.0081 - acc: 0.9993 - val_loss: 1.5342 - val_acc: 0.8527 Epoch 01945: val_loss did not improve from 0.55729 Epoch 1946/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8477e-07 - acc: 1.000 - ETA: 5s - loss: 1.1161e-06 - acc: 1.000 - ETA: 5s - loss: 6.1767e-07 - acc: 1.000 - ETA: 5s - loss: 4.9229e-07 - acc: 1.000 - ETA: 5s - loss: 4.1618e-07 - acc: 1.000 - ETA: 5s - loss: 3.5151e-07 - acc: 1.000 - ETA: 4s - loss: 3.1861e-07 - acc: 1.000 - ETA: 4s - loss: 5.0249e-07 - acc: 1.000 - ETA: 4s - loss: 4.6174e-07 - acc: 1.000 - ETA: 4s - loss: 5.3088e-07 - acc: 1.000 - ETA: 4s - loss: 4.9622e-07 - acc: 1.000 - ETA: 4s - loss: 5.6320e-07 - acc: 1.000 - ETA: 4s - loss: 5.2092e-07 - acc: 1.000 - ETA: 4s - loss: 4.8715e-07 - acc: 1.000 - ETA: 4s - loss: 4.5986e-07 - acc: 1.000 - ETA: 4s - loss: 4.4058e-07 - acc: 1.000 - ETA: 4s - 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acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - 6s 824us/step - loss: 0.0108 - acc: 0.9991 - val_loss: 1.5294 - val_acc: 0.8611 Epoch 01946: val_loss did not improve from 0.55729 Epoch 1947/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4529e-07 - acc: 1.000 - ETA: 5s - loss: 1.3225e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.2934e-07 - acc: 1.000 - ETA: 5s - loss: 1.2765e-07 - acc: 1.000 - ETA: 4s - loss: 1.2612e-07 - acc: 1.000 - ETA: 4s - loss: 6.3340e-07 - acc: 1.000 - ETA: 4s - loss: 5.7831e-07 - acc: 1.000 - ETA: 4s - loss: 5.2092e-07 - acc: 1.000 - ETA: 4s - loss: 4.7629e-07 - acc: 1.000 - ETA: 4s - loss: 4.5891e-07 - acc: 1.000 - ETA: 4s - loss: 4.2765e-07 - acc: 1.000 - ETA: 4s - loss: 4.0955e-07 - acc: 1.000 - ETA: 4s - loss: 3.9177e-07 - acc: 1.000 - ETA: 4s - loss: 4.8087e-07 - acc: 1.000 - ETA: 4s - loss: 4.6115e-07 - acc: 1.000 - ETA: 4s - loss: 4.3807e-07 - acc: 1.000 - ETA: 4s - loss: 4.2499e-07 - acc: 1.000 - ETA: 4s - loss: 4.1088e-07 - acc: 1.000 - ETA: 4s - loss: 5.0049e-07 - acc: 1.000 - ETA: 4s - loss: 5.5315e-07 - acc: 1.000 - ETA: 4s - loss: 5.4346e-07 - acc: 1.000 - ETA: 4s - loss: 5.2715e-07 - acc: 1.000 - ETA: 4s - loss: 5.0805e-07 - acc: 1.000 - ETA: 3s - loss: 0.0095 - acc: 0.9994 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0094 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - 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acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 6s 833us/step - loss: 0.0108 - acc: 0.9988 - val_loss: 1.5336 - val_acc: 0.8575 Epoch 01948: val_loss did not improve from 0.55729 Epoch 1949/2000 6680/6680 [==============================] - ETA: 4s - loss: 2.1458e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 0.0030 - acc: 1.0000 - ETA: 5s - loss: 0.0021 - acc: 1.000 - ETA: 5s - loss: 0.0016 - acc: 1.000 - ETA: 5s - loss: 0.0013 - acc: 1.000 - ETA: 5s - loss: 0.0011 - acc: 1.000 - ETA: 5s - loss: 9.2456e-04 - acc: 1.000 - ETA: 5s - loss: 8.1914e-04 - acc: 1.000 - ETA: 5s - loss: 7.3442e-04 - acc: 1.000 - ETA: 4s - loss: 6.4552e-04 - acc: 1.000 - ETA: 4s - loss: 5.9174e-04 - acc: 1.000 - ETA: 4s - loss: 5.4624e-04 - acc: 1.000 - ETA: 4s - loss: 4.9544e-04 - acc: 1.000 - ETA: 4s - loss: 4.6314e-04 - acc: 1.000 - ETA: 4s - loss: 4.3479e-04 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0072 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - 6s 837us/step - loss: 0.0087 - acc: 0.9991 - val_loss: 1.6453 - val_acc: 0.8407 Epoch 01949: val_loss did not improve from 0.55729 Epoch 1950/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0453e-06 - acc: 1.000 - ETA: 5s - loss: 1.2356e-06 - acc: 1.000 - ETA: 5s - loss: 9.0068e-07 - acc: 1.000 - ETA: 5s - loss: 6.9933e-07 - acc: 1.000 - ETA: 5s - loss: 7.4913e-07 - acc: 1.000 - ETA: 5s - loss: 8.0560e-06 - acc: 1.000 - ETA: 5s - loss: 7.0266e-06 - acc: 1.000 - ETA: 5s - loss: 6.0033e-06 - acc: 1.000 - ETA: 4s - loss: 5.2950e-06 - acc: 1.000 - ETA: 4s - loss: 4.8423e-06 - acc: 1.000 - ETA: 4s - loss: 4.4593e-06 - acc: 1.000 - ETA: 4s - loss: 4.1340e-06 - acc: 1.000 - ETA: 4s - loss: 3.8732e-06 - acc: 1.000 - ETA: 4s - loss: 3.6497e-06 - acc: 1.000 - ETA: 4s - loss: 3.4337e-06 - acc: 1.000 - ETA: 4s - loss: 3.2425e-06 - acc: 1.000 - ETA: 4s - loss: 3.1808e-06 - acc: 1.000 - ETA: 4s - loss: 3.0392e-06 - acc: 1.000 - ETA: 4s - loss: 3.1027e-06 - acc: 1.000 - ETA: 4s - loss: 2.9579e-06 - acc: 1.000 - ETA: 4s - loss: 2.8357e-06 - acc: 1.000 - ETA: 4s - loss: 3.0129e-06 - acc: 1.000 - ETA: 4s - loss: 0.0107 - acc: 0.9993 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0105 - acc: 0.998 - ETA: 4s - loss: 0.0100 - acc: 0.998 - ETA: 3s - loss: 0.0097 - acc: 0.998 - ETA: 3s - loss: 0.0094 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - ETA: 3s - loss: 0.0072 - 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acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 6s 844us/step - loss: 0.0102 - acc: 0.9991 - val_loss: 1.5530 - val_acc: 0.8407 Epoch 01950: val_loss did not improve from 0.55729 Epoch 1951/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1964 - acc: 0.9875 - ETA: 5s - loss: 0.1122 - acc: 0.992 - ETA: 5s - loss: 0.0786 - acc: 0.995 - ETA: 5s - loss: 0.0604 - acc: 0.996 - ETA: 5s - loss: 0.0491 - acc: 0.996 - ETA: 5s - loss: 0.0413 - acc: 0.997 - 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acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0142 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - 6s 847us/step - loss: 0.0133 - acc: 0.9988 - val_loss: 1.5693 - val_acc: 0.8455 Epoch 01951: val_loss did not improve from 0.55729 Epoch 1952/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3035e-05 - acc: 1.000 - ETA: 5s - loss: 9.5128e-06 - acc: 1.000 - ETA: 5s - loss: 7.0113e-06 - acc: 1.000 - ETA: 5s - loss: 5.8626e-06 - acc: 1.000 - ETA: 5s - loss: 5.0421e-06 - acc: 1.000 - ETA: 4s - loss: 4.2544e-06 - acc: 1.000 - ETA: 4s - loss: 4.2094e-06 - acc: 1.000 - ETA: 4s - loss: 0.0042 - acc: 0.9984 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0035 - acc: 0.998 - ETA: 4s - loss: 0.0032 - acc: 0.998 - ETA: 4s - loss: 0.0030 - acc: 0.998 - ETA: 4s - loss: 0.0028 - acc: 0.998 - ETA: 4s - loss: 0.0027 - acc: 0.999 - ETA: 4s - loss: 0.0025 - acc: 0.999 - ETA: 4s - loss: 0.0168 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0151 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0132 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.998 - ETA: 4s - loss: 0.0117 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0108 - 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acc: 0.999 - ETA: 1s - loss: 0.0067 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0066 - acc: 0.999 - ETA: 1s - loss: 0.0065 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0061 - acc: 0.999 - ETA: 0s - loss: 0.0060 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 6s 842us/step - loss: 0.0098 - acc: 0.9993 - val_loss: 1.5936 - val_acc: 0.8419 Epoch 01952: val_loss did not improve from 0.55729 Epoch 1953/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.0829e-07 - acc: 1.000 - ETA: 5s - loss: 2.9430e-07 - acc: 1.000 - ETA: 5s - loss: 2.1926e-07 - acc: 1.000 - ETA: 5s - loss: 1.8984e-07 - acc: 1.000 - ETA: 5s - loss: 8.2821e-06 - acc: 1.000 - ETA: 5s - loss: 6.7516e-06 - acc: 1.000 - ETA: 5s - loss: 5.7044e-06 - acc: 1.000 - ETA: 5s - loss: 4.9428e-06 - acc: 1.000 - ETA: 5s - loss: 0.0231 - acc: 0.9981 - ETA: 5s - loss: 0.0208 - acc: 0.998 - ETA: 5s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0154 - acc: 0.998 - ETA: 4s - loss: 0.0335 - acc: 0.997 - ETA: 4s - loss: 0.0313 - acc: 0.997 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0271 - acc: 0.998 - ETA: 4s - loss: 0.0256 - acc: 0.998 - ETA: 4s - loss: 0.0243 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0185 - acc: 0.998 - ETA: 4s - loss: 0.0214 - acc: 0.998 - ETA: 4s - loss: 0.0204 - 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ETA: 4s - loss: 7.5102e-07 - acc: 1.000 - ETA: 5s - loss: 2.9951e-07 - acc: 1.000 - ETA: 5s - loss: 3.6631e-06 - acc: 1.000 - ETA: 5s - loss: 2.5999e-06 - acc: 1.000 - ETA: 5s - loss: 0.0273 - acc: 0.9964 - ETA: 5s - loss: 0.0225 - acc: 0.997 - ETA: 5s - loss: 0.0191 - acc: 0.997 - ETA: 4s - loss: 0.0159 - acc: 0.997 - ETA: 4s - loss: 0.0142 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0113 - acc: 0.998 - ETA: 4s - loss: 0.0104 - acc: 0.998 - ETA: 4s - loss: 0.0096 - acc: 0.998 - ETA: 4s - loss: 0.0089 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0075 - acc: 0.999 - ETA: 4s - loss: 0.0070 - acc: 0.999 - ETA: 4s - loss: 0.0066 - acc: 0.999 - ETA: 4s - loss: 0.0063 - acc: 0.999 - ETA: 4s - loss: 0.0060 - acc: 0.999 - ETA: 4s - loss: 0.0057 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0051 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - 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loss: 1.2432e-07 - acc: 1.000 - ETA: 5s - loss: 6.3005e-07 - acc: 1.000 - ETA: 5s - loss: 5.1216e-07 - acc: 1.000 - ETA: 5s - loss: 4.2531e-07 - acc: 1.000 - ETA: 5s - loss: 3.7940e-07 - acc: 1.000 - ETA: 4s - loss: 0.0336 - acc: 0.9979 - ETA: 4s - loss: 0.0298 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0165 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0139 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0211 - acc: 0.998 - ETA: 4s - loss: 0.0203 - acc: 0.998 - ETA: 4s - loss: 0.0193 - acc: 0.998 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 3s - loss: 0.0177 - acc: 0.998 - ETA: 3s - loss: 0.0171 - acc: 0.998 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - 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ETA: 0s - loss: 0.0142 - acc: 0.999 - ETA: 0s - loss: 0.0141 - acc: 0.999 - ETA: 0s - loss: 0.0139 - acc: 0.999 - ETA: 0s - loss: 0.0138 - acc: 0.999 - ETA: 0s - loss: 0.0136 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - 6s 828us/step - loss: 0.0117 - acc: 0.9993 - val_loss: 1.5863 - val_acc: 0.8515 Epoch 01961: val_loss did not improve from 0.55729 Epoch 1962/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2054e-07 - acc: 1.000 - ETA: 5s - loss: 1.6987e-07 - acc: 1.000 - ETA: 5s - loss: 1.5660e-07 - acc: 1.000 - ETA: 5s - loss: 1.4859e-07 - acc: 1.000 - ETA: 5s - loss: 1.9272e-07 - acc: 1.000 - ETA: 5s - loss: 1.8222e-07 - acc: 1.000 - ETA: 5s - loss: 1.7434e-07 - acc: 1.000 - ETA: 5s - loss: 1.6822e-07 - acc: 1.000 - ETA: 4s - loss: 0.0260 - acc: 0.9984 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0336 - acc: 0.997 - ETA: 4s - loss: 0.0316 - acc: 0.998 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0248 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0295 - acc: 0.998 - ETA: 3s - loss: 0.0284 - acc: 0.998 - ETA: 3s - loss: 0.0272 - acc: 0.998 - ETA: 3s - loss: 0.0263 - acc: 0.998 - 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ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 5s 820us/step - loss: 0.0120 - acc: 0.9993 - val_loss: 1.6434 - val_acc: 0.8539 Epoch 01962: val_loss did not improve from 0.55729 Epoch 1963/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4156e-07 - acc: 1.000 - ETA: 5s - loss: 2.7381e-07 - acc: 1.000 - ETA: 5s - loss: 2.3165e-07 - acc: 1.000 - 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acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - 6s 827us/step - loss: 0.0097 - acc: 0.9994 - val_loss: 1.5961 - val_acc: 0.8515 Epoch 01963: val_loss did not improve from 0.55729 Epoch 1964/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - 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loss: 1.8690e-07 - acc: 1.000 - ETA: 5s - loss: 4.3154e-07 - acc: 1.000 - ETA: 5s - loss: 3.6084e-07 - acc: 1.000 - ETA: 5s - loss: 1.5696e-06 - acc: 1.000 - ETA: 5s - loss: 0.0314 - acc: 0.9975 - ETA: 5s - loss: 0.0273 - acc: 0.997 - ETA: 5s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0209 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0174 - acc: 0.998 - ETA: 4s - loss: 0.0157 - acc: 0.998 - ETA: 4s - loss: 0.0146 - acc: 0.998 - ETA: 4s - loss: 0.0136 - acc: 0.998 - ETA: 4s - loss: 0.0125 - acc: 0.999 - ETA: 4s - loss: 0.0118 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0090 - acc: 0.999 - ETA: 4s - loss: 0.0086 - acc: 0.999 - ETA: 4s - loss: 0.0083 - acc: 0.999 - ETA: 4s - loss: 0.0078 - acc: 0.999 - ETA: 4s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - 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ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 838us/step - loss: 0.0122 - acc: 0.9990 - val_loss: 1.6317 - val_acc: 0.8383 Epoch 01965: val_loss did not improve from 0.55729 Epoch 1966/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4961e-07 - acc: 1.000 - ETA: 5s - loss: 1.3821e-07 - acc: 1.000 - ETA: 5s - loss: 1.3303e-07 - acc: 1.000 - ETA: 5s - loss: 1.3305e-07 - acc: 1.000 - ETA: 5s - loss: 2.5663e-07 - acc: 1.000 - ETA: 5s - loss: 2.3714e-07 - acc: 1.000 - ETA: 4s - loss: 8.0734e-06 - acc: 1.000 - ETA: 4s - loss: 7.2211e-06 - acc: 1.000 - ETA: 4s - loss: 4.1511e-05 - acc: 1.000 - ETA: 4s - loss: 3.7002e-05 - acc: 1.000 - ETA: 4s - loss: 3.4091e-05 - acc: 1.000 - ETA: 4s - loss: 1.4739e-04 - acc: 1.000 - ETA: 4s - loss: 1.3430e-04 - acc: 1.000 - ETA: 4s - loss: 0.0166 - acc: 0.9990 - ETA: 4s - loss: 0.0156 - acc: 0.999 - ETA: 4s - loss: 0.0148 - acc: 0.999 - ETA: 4s - loss: 0.0138 - acc: 0.999 - ETA: 4s - loss: 0.0131 - acc: 0.999 - ETA: 4s - loss: 0.0123 - acc: 0.999 - ETA: 4s - loss: 0.0121 - acc: 0.999 - ETA: 4s - loss: 0.0116 - acc: 0.999 - ETA: 4s - loss: 0.0111 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - 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acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 6s 840us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.6578 - val_acc: 0.8431 Epoch 01968: val_loss did not improve from 0.55729 Epoch 1969/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2219e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.6229e-07 - acc: 1.000 - ETA: 5s - loss: 1.5080e-07 - acc: 1.000 - ETA: 5s - loss: 1.4553e-07 - acc: 1.000 - ETA: 4s - loss: 0.0366 - acc: 0.9977 - ETA: 4s - loss: 0.0322 - acc: 0.998 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - 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acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - 6s 827us/step - loss: 0.0121 - acc: 0.9991 - val_loss: 1.6010 - val_acc: 0.8503 Epoch 01969: val_loss did not improve from 0.55729 Epoch 1970/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.7166e-07 - acc: 1.000 - ETA: 5s - loss: 1.5199e-07 - acc: 1.000 - ETA: 5s - loss: 1.4305e-07 - acc: 1.000 - ETA: 5s - loss: 4.7189e-07 - acc: 1.000 - ETA: 5s - loss: 4.6377e-07 - acc: 1.000 - ETA: 5s - loss: 0.0108 - acc: 0.9976 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0065 - acc: 0.998 - ETA: 4s - loss: 0.0059 - acc: 0.998 - ETA: 4s - loss: 0.0054 - acc: 0.998 - ETA: 4s - 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acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - 6s 825us/step - loss: 0.0127 - acc: 0.9985 - val_loss: 1.6804 - val_acc: 0.8443 Epoch 01970: val_loss did not improve from 0.55729 Epoch 1971/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3486e-07 - acc: 1.000 - ETA: 5s - loss: 1.2852e-07 - acc: 1.000 - ETA: 5s - loss: 1.2598e-07 - acc: 1.000 - ETA: 5s - loss: 1.3794e-07 - acc: 1.000 - ETA: 5s - loss: 1.3378e-07 - acc: 1.000 - ETA: 4s - loss: 1.3113e-07 - acc: 1.000 - ETA: 4s - loss: 1.4675e-07 - acc: 1.000 - ETA: 4s - loss: 3.6296e-07 - acc: 1.000 - ETA: 4s - loss: 3.3268e-07 - acc: 1.000 - ETA: 4s - loss: 3.1438e-07 - acc: 1.000 - ETA: 4s - loss: 0.0034 - acc: 0.9987 - ETA: 4s - loss: 0.0031 - acc: 0.998 - 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ETA: 0s - loss: 0.0033 - acc: 0.999 - ETA: 0s - loss: 0.0032 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0040 - acc: 0.999 - ETA: 0s - loss: 0.0039 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0064 - acc: 0.999 - ETA: 0s - loss: 0.0063 - acc: 0.999 - ETA: 0s - loss: 0.0062 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - 6s 829us/step - loss: 0.0095 - acc: 0.9991 - val_loss: 1.6372 - val_acc: 0.8443 Epoch 01971: val_loss did not improve from 0.55729 Epoch 1972/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.1854e-06 - acc: 1.000 - ETA: 5s - loss: 1.3029e-06 - acc: 1.000 - ETA: 5s - loss: 9.2122e-07 - acc: 1.000 - ETA: 5s - loss: 8.2046e-07 - acc: 1.000 - ETA: 5s - loss: 6.9688e-07 - acc: 1.000 - ETA: 5s - loss: 0.0403 - acc: 0.9975 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0269 - acc: 0.998 - ETA: 4s - loss: 0.0244 - 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ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - 6s 885us/step - loss: 0.0102 - acc: 0.9991 - val_loss: 1.6332 - val_acc: 0.8419 Epoch 01972: val_loss did not improve from 0.55729 Epoch 1973/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.0202e-07 - acc: 1.000 - ETA: 5s - loss: 1.5477e-06 - acc: 1.000 - ETA: 5s - loss: 0.0598 - acc: 0.9950 - ETA: 5s - loss: 0.0460 - acc: 0.996 - ETA: 5s - loss: 0.0374 - acc: 0.996 - ETA: 5s - loss: 0.0315 - acc: 0.997 - ETA: 5s - loss: 0.0272 - acc: 0.997 - ETA: 5s - loss: 0.0239 - acc: 0.998 - ETA: 5s - loss: 0.0214 - acc: 0.998 - ETA: 5s - loss: 0.0193 - acc: 0.998 - ETA: 5s - loss: 0.0176 - acc: 0.998 - ETA: 5s - loss: 0.0162 - acc: 0.998 - ETA: 5s - loss: 0.0150 - acc: 0.998 - ETA: 5s - loss: 0.0139 - acc: 0.998 - ETA: 5s - loss: 0.0130 - acc: 0.998 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0250 - acc: 0.998 - ETA: 4s - loss: 0.0376 - acc: 0.997 - ETA: 4s - loss: 0.0358 - acc: 0.997 - ETA: 4s - loss: 0.0341 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.997 - ETA: 4s - loss: 0.0312 - acc: 0.997 - ETA: 4s - loss: 0.0299 - acc: 0.997 - ETA: 4s - loss: 0.0287 - acc: 0.998 - ETA: 4s - loss: 0.0276 - acc: 0.998 - ETA: 4s - loss: 0.0266 - 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acc: 0.998 - ETA: 1s - loss: 0.0177 - acc: 0.998 - ETA: 1s - loss: 0.0175 - acc: 0.998 - ETA: 1s - loss: 0.0173 - acc: 0.998 - ETA: 1s - loss: 0.0171 - acc: 0.998 - ETA: 1s - loss: 0.0169 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0165 - acc: 0.998 - ETA: 1s - loss: 0.0163 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0160 - acc: 0.998 - ETA: 1s - loss: 0.0158 - acc: 0.998 - ETA: 0s - loss: 0.0156 - acc: 0.998 - ETA: 0s - loss: 0.0155 - acc: 0.998 - ETA: 0s - loss: 0.0153 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0148 - acc: 0.998 - ETA: 0s - loss: 0.0147 - acc: 0.998 - ETA: 0s - loss: 0.0145 - acc: 0.998 - ETA: 0s - loss: 0.0144 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0140 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - 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acc: 1.000 - ETA: 4s - loss: 1.0553e-06 - acc: 1.000 - ETA: 4s - loss: 1.0052e-06 - acc: 1.000 - ETA: 4s - loss: 9.6011e-07 - acc: 1.000 - ETA: 4s - loss: 9.1942e-07 - acc: 1.000 - ETA: 4s - loss: 8.8267e-07 - acc: 1.000 - ETA: 4s - loss: 8.4899e-07 - acc: 1.000 - ETA: 4s - loss: 8.1815e-07 - acc: 1.000 - ETA: 4s - loss: 7.8981e-07 - acc: 1.000 - ETA: 4s - loss: 7.5542e-07 - acc: 1.000 - ETA: 4s - loss: 7.3458e-07 - acc: 1.000 - ETA: 4s - loss: 7.1332e-07 - acc: 1.000 - ETA: 4s - loss: 6.9554e-07 - acc: 1.000 - ETA: 4s - loss: 6.7632e-07 - acc: 1.000 - ETA: 3s - loss: 6.5835e-07 - acc: 1.000 - ETA: 3s - loss: 6.4150e-07 - acc: 1.000 - ETA: 3s - loss: 6.2061e-07 - acc: 1.000 - ETA: 3s - loss: 6.0931e-07 - acc: 1.000 - ETA: 3s - loss: 5.9544e-07 - acc: 1.000 - ETA: 3s - loss: 5.8293e-07 - acc: 1.000 - ETA: 3s - loss: 5.7051e-07 - acc: 1.000 - ETA: 3s - loss: 5.5889e-07 - acc: 1.000 - ETA: 3s - loss: 5.4771e-07 - acc: 1.000 - ETA: 3s - loss: 5.3709e-07 - acc: 1.000 - ETA: 3s - loss: 0.0065 - 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acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - 6s 850us/step - loss: 0.0111 - acc: 0.9991 - val_loss: 1.5687 - val_acc: 0.8467 Epoch 01974: val_loss did not improve from 0.55729 Epoch 1975/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.0565e-06 - acc: 1.000 - ETA: 5s - loss: 1.0878e-06 - acc: 1.000 - ETA: 5s - loss: 8.2367e-07 - acc: 1.000 - ETA: 5s - loss: 6.8123e-07 - acc: 1.000 - ETA: 5s - loss: 5.8205e-07 - acc: 1.000 - ETA: 4s - loss: 4.9417e-07 - acc: 1.000 - ETA: 4s - loss: 4.6072e-07 - acc: 1.000 - ETA: 4s - loss: 4.3502e-07 - acc: 1.000 - ETA: 4s - loss: 4.0662e-07 - acc: 1.000 - ETA: 4s - loss: 3.8049e-07 - acc: 1.000 - ETA: 4s - loss: 3.5305e-07 - acc: 1.000 - ETA: 4s - loss: 4.4921e-07 - acc: 1.000 - ETA: 4s - loss: 4.2619e-07 - acc: 1.000 - ETA: 4s - loss: 4.2118e-07 - acc: 1.000 - ETA: 4s - loss: 4.0306e-07 - acc: 1.000 - ETA: 4s - loss: 3.8699e-07 - acc: 1.000 - ETA: 4s - loss: 4.0768e-07 - acc: 1.000 - ETA: 4s - loss: 3.9519e-07 - acc: 1.000 - ETA: 4s - loss: 3.8205e-07 - acc: 1.000 - ETA: 4s - loss: 3.7010e-07 - acc: 1.000 - ETA: 4s - loss: 3.5919e-07 - acc: 1.000 - ETA: 4s - loss: 3.4604e-07 - acc: 1.000 - ETA: 4s - loss: 3.3709e-07 - acc: 1.000 - ETA: 4s - loss: 3.2882e-07 - acc: 1.000 - ETA: 4s - loss: 3.2115e-07 - acc: 1.000 - ETA: 4s - loss: 3.1402e-07 - acc: 1.000 - ETA: 3s - loss: 6.0246e-07 - acc: 1.000 - ETA: 3s - loss: 5.8174e-07 - acc: 1.000 - ETA: 3s - loss: 5.6714e-07 - acc: 1.000 - ETA: 3s - loss: 5.5738e-07 - acc: 1.000 - ETA: 3s - 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acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - 6s 830us/step - loss: 0.0113 - acc: 0.9993 - val_loss: 1.6084 - val_acc: 0.8455 Epoch 01975: val_loss did not improve from 0.55729 Epoch 1976/2000 6680/6680 [==============================] - ETA: 6s - loss: 3.4244e-06 - acc: 1.000 - ETA: 5s - loss: 1.0914e-06 - acc: 1.000 - ETA: 5s - loss: 9.3097e-07 - acc: 1.000 - ETA: 5s - loss: 7.0958e-07 - acc: 1.000 - ETA: 5s - loss: 5.8307e-07 - acc: 1.000 - ETA: 5s - loss: 4.7999e-07 - acc: 1.000 - ETA: 5s - loss: 4.2845e-07 - acc: 1.000 - ETA: 5s - loss: 3.9178e-07 - acc: 1.000 - ETA: 4s - loss: 0.0288 - acc: 0.9982 - ETA: 4s - loss: 0.0260 - acc: 0.998 - ETA: 4s - loss: 0.0237 - acc: 0.998 - ETA: 4s - loss: 0.0218 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0184 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0160 - acc: 0.999 - ETA: 4s - loss: 0.0149 - acc: 0.999 - ETA: 4s - loss: 0.0141 - acc: 0.999 - ETA: 4s - loss: 0.0134 - acc: 0.999 - ETA: 4s - loss: 0.0128 - acc: 0.999 - ETA: 4s - loss: 0.0120 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.999 - ETA: 4s - loss: 0.0109 - acc: 0.999 - ETA: 4s - loss: 0.0105 - acc: 0.999 - ETA: 4s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - 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acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0050 - acc: 0.999 - ETA: 0s - loss: 0.0049 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0048 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0047 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0046 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0069 - acc: 0.999 - ETA: 0s - loss: 0.0068 - acc: 0.999 - ETA: 0s - loss: 0.0067 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - 6s 831us/step - loss: 0.0089 - acc: 0.9994 - val_loss: 1.6897 - val_acc: 0.8419 Epoch 01976: val_loss did not improve from 0.55729 Epoch 1977/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.8179e-07 - acc: 1.000 - ETA: 5s - loss: 1.3933e-06 - acc: 1.000 - ETA: 5s - loss: 1.9872e-05 - acc: 1.000 - ETA: 5s - loss: 1.4785e-05 - acc: 1.000 - ETA: 5s - loss: 1.0595e-05 - acc: 1.000 - ETA: 5s - loss: 8.7704e-06 - acc: 1.000 - ETA: 5s - loss: 7.6087e-06 - acc: 1.000 - ETA: 5s - loss: 6.6331e-06 - acc: 1.000 - ETA: 5s - loss: 5.8840e-06 - acc: 1.000 - ETA: 4s - loss: 5.3096e-06 - acc: 1.000 - ETA: 4s - loss: 4.8492e-06 - acc: 1.000 - ETA: 4s - loss: 4.3260e-06 - acc: 1.000 - ETA: 4s - loss: 4.0228e-06 - acc: 1.000 - ETA: 4s - loss: 3.7443e-06 - acc: 1.000 - ETA: 4s - loss: 3.9807e-04 - acc: 1.000 - ETA: 4s - loss: 3.6559e-04 - acc: 1.000 - ETA: 4s - loss: 3.4450e-04 - acc: 1.000 - ETA: 4s - loss: 3.1990e-04 - acc: 1.000 - ETA: 4s - loss: 2.9859e-04 - acc: 1.000 - ETA: 4s - loss: 2.8437e-04 - acc: 1.000 - ETA: 4s - loss: 2.7152e-04 - acc: 1.000 - ETA: 4s - loss: 2.5601e-04 - acc: 1.000 - ETA: 4s - loss: 2.4549e-04 - acc: 1.000 - ETA: 4s - loss: 0.0101 - acc: 0.9994 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0088 - acc: 0.999 - 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acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0094 - acc: 0.998 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0089 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.999 - ETA: 2s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - 6s 831us/step - loss: 0.0100 - acc: 0.9988 - val_loss: 1.6328 - val_acc: 0.8395 Epoch 01977: val_loss did not improve from 0.55729 Epoch 1978/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.0073e-06 - acc: 1.000 - ETA: 5s - loss: 3.7030e-07 - acc: 1.000 - ETA: 5s - loss: 2.6950e-07 - acc: 1.000 - ETA: 5s - loss: 2.2441e-07 - acc: 1.000 - ETA: 5s - loss: 2.9275e-07 - acc: 1.000 - ETA: 5s - loss: 1.9520e-06 - acc: 1.000 - ETA: 5s - loss: 1.0274e-04 - acc: 1.000 - ETA: 5s - loss: 8.9360e-05 - acc: 1.000 - ETA: 4s - loss: 0.0246 - acc: 0.9981 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0201 - acc: 0.998 - ETA: 4s - loss: 0.0378 - acc: 0.997 - ETA: 4s - loss: 0.0349 - acc: 0.997 - ETA: 4s - loss: 0.0325 - acc: 0.997 - ETA: 4s - loss: 0.0304 - acc: 0.997 - ETA: 4s - loss: 0.0441 - acc: 0.997 - ETA: 4s - loss: 0.0416 - acc: 0.997 - ETA: 4s - loss: 0.0393 - acc: 0.997 - ETA: 4s - loss: 0.0373 - acc: 0.997 - ETA: 4s - loss: 0.0355 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0324 - acc: 0.997 - ETA: 4s - loss: 0.0310 - acc: 0.997 - ETA: 4s - loss: 0.0366 - acc: 0.997 - ETA: 4s - loss: 0.0352 - acc: 0.997 - ETA: 4s - loss: 0.0339 - acc: 0.997 - ETA: 4s - loss: 0.0326 - acc: 0.997 - ETA: 4s - loss: 0.0311 - acc: 0.997 - ETA: 3s - loss: 0.0301 - acc: 0.997 - ETA: 3s - loss: 0.0291 - acc: 0.997 - ETA: 3s - loss: 0.0282 - acc: 0.997 - ETA: 3s - loss: 0.0274 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0258 - acc: 0.998 - ETA: 3s - loss: 0.0251 - acc: 0.998 - ETA: 3s - loss: 0.0244 - acc: 0.998 - ETA: 3s - loss: 0.0238 - acc: 0.998 - ETA: 3s - loss: 0.0232 - acc: 0.998 - ETA: 3s - loss: 0.0226 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0215 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0201 - acc: 0.998 - ETA: 3s - loss: 0.0203 - acc: 0.998 - ETA: 3s - loss: 0.0199 - acc: 0.998 - ETA: 3s - loss: 0.0195 - acc: 0.998 - ETA: 3s - loss: 0.0191 - acc: 0.998 - ETA: 3s - loss: 0.0187 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0180 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0173 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 2s - loss: 0.0167 - acc: 0.998 - ETA: 2s - loss: 0.0164 - acc: 0.998 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0158 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0152 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0145 - acc: 0.998 - ETA: 2s - loss: 0.0143 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0139 - acc: 0.998 - ETA: 2s - loss: 0.0136 - acc: 0.998 - ETA: 2s - loss: 0.0134 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0110 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - 6s 845us/step - loss: 0.0122 - acc: 0.9987 - val_loss: 1.6270 - val_acc: 0.8419 Epoch 01978: val_loss did not improve from 0.55729 Epoch 1979/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 2.8089e-07 - acc: 1.000 - ETA: 5s - loss: 3.9923e-06 - acc: 1.000 - ETA: 5s - loss: 2.8426e-06 - acc: 1.000 - ETA: 5s - loss: 0.0576 - acc: 0.9964 - ETA: 5s - loss: 0.0474 - acc: 0.997 - ETA: 5s - loss: 0.0403 - acc: 0.997 - ETA: 5s - loss: 0.0350 - acc: 0.997 - ETA: 5s - loss: 0.0310 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0224 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0293 - acc: 0.998 - ETA: 4s - loss: 0.0278 - acc: 0.998 - ETA: 4s - loss: 0.0264 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0241 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0221 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0204 - acc: 0.998 - ETA: 4s - loss: 0.0197 - acc: 0.998 - ETA: 4s - loss: 0.0190 - acc: 0.998 - ETA: 4s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0266 - acc: 0.998 - ETA: 3s - loss: 0.0257 - acc: 0.998 - ETA: 3s - loss: 0.0249 - acc: 0.998 - ETA: 3s - loss: 0.0242 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0228 - acc: 0.998 - ETA: 3s - loss: 0.0222 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0210 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0189 - acc: 0.998 - ETA: 3s - loss: 0.0185 - acc: 0.998 - ETA: 3s - loss: 0.0180 - acc: 0.998 - ETA: 3s - loss: 0.0235 - acc: 0.998 - ETA: 3s - loss: 0.0230 - acc: 0.998 - ETA: 3s - loss: 0.0225 - acc: 0.998 - ETA: 3s - loss: 0.0221 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0211 - acc: 0.998 - ETA: 2s - loss: 0.0207 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0199 - acc: 0.998 - ETA: 2s - loss: 0.0195 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0185 - acc: 0.998 - ETA: 2s - loss: 0.0182 - acc: 0.998 - ETA: 2s - loss: 0.0179 - acc: 0.998 - ETA: 2s - loss: 0.0176 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0171 - acc: 0.998 - ETA: 2s - loss: 0.0168 - acc: 0.999 - ETA: 2s - loss: 0.0166 - acc: 0.999 - ETA: 2s - loss: 0.0163 - acc: 0.999 - ETA: 2s - loss: 0.0161 - acc: 0.999 - ETA: 2s - loss: 0.0158 - acc: 0.999 - ETA: 2s - loss: 0.0156 - acc: 0.999 - ETA: 2s - loss: 0.0153 - acc: 0.999 - ETA: 1s - loss: 0.0150 - acc: 0.999 - ETA: 1s - loss: 0.0147 - acc: 0.999 - ETA: 1s - loss: 0.0145 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0138 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.999 - ETA: 1s - loss: 0.0130 - acc: 0.999 - ETA: 1s - loss: 0.0128 - acc: 0.999 - ETA: 1s - loss: 0.0127 - acc: 0.999 - ETA: 1s - loss: 0.0125 - acc: 0.999 - ETA: 1s - loss: 0.0123 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0120 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0126 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - 6s 849us/step - loss: 0.0121 - acc: 0.9993 - val_loss: 1.6712 - val_acc: 0.8419 Epoch 01979: val_loss did not improve from 0.55729 Epoch 1980/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2696e-07 - acc: 1.000 - ETA: 5s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.2611e-07 - acc: 1.000 - ETA: 5s - loss: 5.0888e-07 - acc: 1.000 - ETA: 5s - loss: 4.6391e-07 - acc: 1.000 - ETA: 5s - loss: 5.2260e-07 - acc: 1.000 - ETA: 4s - loss: 4.7605e-07 - acc: 1.000 - ETA: 4s - loss: 0.0224 - acc: 0.9986 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0292 - acc: 0.998 - ETA: 4s - loss: 0.0275 - acc: 0.998 - ETA: 4s - loss: 0.0255 - acc: 0.998 - ETA: 4s - loss: 0.0238 - acc: 0.998 - ETA: 4s - loss: 0.0227 - acc: 0.998 - ETA: 4s - loss: 0.0217 - acc: 0.998 - ETA: 4s - loss: 0.0207 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0181 - acc: 0.998 - ETA: 4s - loss: 0.0172 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0161 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0149 - acc: 0.999 - ETA: 3s - loss: 0.0144 - acc: 0.999 - ETA: 3s - loss: 0.0140 - acc: 0.999 - ETA: 3s - loss: 0.0213 - acc: 0.998 - ETA: 3s - loss: 0.0205 - acc: 0.998 - ETA: 3s - loss: 0.0200 - acc: 0.998 - ETA: 3s - loss: 0.0193 - acc: 0.998 - ETA: 3s - loss: 0.0188 - acc: 0.998 - ETA: 3s - loss: 0.0183 - acc: 0.998 - ETA: 3s - loss: 0.0179 - acc: 0.998 - ETA: 3s - loss: 0.0175 - acc: 0.998 - ETA: 3s - loss: 0.0169 - acc: 0.998 - ETA: 3s - loss: 0.0166 - acc: 0.998 - ETA: 3s - loss: 0.0220 - acc: 0.998 - ETA: 3s - loss: 0.0216 - acc: 0.998 - ETA: 3s - loss: 0.0245 - acc: 0.998 - ETA: 3s - loss: 0.0241 - acc: 0.998 - ETA: 2s - loss: 0.0236 - acc: 0.998 - ETA: 2s - loss: 0.0230 - acc: 0.998 - ETA: 2s - loss: 0.0225 - acc: 0.998 - ETA: 2s - loss: 0.0221 - acc: 0.998 - ETA: 2s - loss: 0.0216 - acc: 0.998 - ETA: 2s - loss: 0.0212 - acc: 0.998 - ETA: 2s - loss: 0.0208 - acc: 0.998 - ETA: 2s - loss: 0.0203 - acc: 0.998 - ETA: 2s - loss: 0.0200 - acc: 0.998 - ETA: 2s - loss: 0.0196 - acc: 0.998 - ETA: 2s - loss: 0.0192 - acc: 0.998 - ETA: 2s - loss: 0.0189 - acc: 0.998 - ETA: 2s - loss: 0.0186 - acc: 0.998 - ETA: 2s - loss: 0.0183 - acc: 0.998 - ETA: 2s - loss: 0.0181 - acc: 0.998 - ETA: 2s - loss: 0.0178 - acc: 0.998 - ETA: 2s - loss: 0.0174 - acc: 0.998 - ETA: 2s - loss: 0.0172 - acc: 0.998 - ETA: 2s - loss: 0.0170 - acc: 0.998 - ETA: 1s - loss: 0.0167 - acc: 0.998 - ETA: 1s - loss: 0.0164 - acc: 0.998 - ETA: 1s - loss: 0.0162 - acc: 0.998 - ETA: 1s - loss: 0.0159 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0155 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.999 - ETA: 1s - loss: 0.0146 - acc: 0.999 - ETA: 1s - loss: 0.0144 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.999 - ETA: 1s - loss: 0.0140 - acc: 0.999 - ETA: 1s - loss: 0.0139 - acc: 0.999 - ETA: 1s - loss: 0.0136 - acc: 0.999 - ETA: 1s - loss: 0.0135 - acc: 0.999 - ETA: 1s - loss: 0.0133 - acc: 0.999 - ETA: 1s - loss: 0.0132 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0135 - acc: 0.999 - ETA: 0s - loss: 0.0134 - acc: 0.999 - ETA: 0s - loss: 0.0133 - acc: 0.999 - ETA: 0s - loss: 0.0131 - acc: 0.999 - ETA: 0s - loss: 0.0130 - acc: 0.999 - ETA: 0s - loss: 0.0129 - acc: 0.999 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - 6s 836us/step - loss: 0.0126 - acc: 0.9991 - val_loss: 1.6545 - val_acc: 0.8431 Epoch 01980: val_loss did not improve from 0.55729 Epoch 1981/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.3188e-07 - acc: 1.000 - ETA: 5s - loss: 1.2645e-07 - acc: 1.000 - ETA: 5s - loss: 0.0014 - acc: 1.0000 - ETA: 5s - loss: 9.8920e-04 - acc: 1.000 - ETA: 5s - loss: 8.1492e-04 - acc: 1.000 - ETA: 4s - loss: 6.5972e-04 - acc: 1.000 - ETA: 4s - loss: 5.7764e-04 - acc: 1.000 - ETA: 4s - loss: 0.0113 - acc: 0.9981 - ETA: 4s - loss: 0.0098 - acc: 0.998 - ETA: 4s - loss: 0.0090 - acc: 0.998 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0076 - acc: 0.998 - ETA: 4s - loss: 0.0071 - acc: 0.998 - ETA: 4s - loss: 0.0066 - acc: 0.998 - ETA: 4s - loss: 0.0062 - acc: 0.999 - ETA: 4s - loss: 0.0059 - acc: 0.999 - ETA: 4s - loss: 0.0055 - acc: 0.999 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0048 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0043 - acc: 0.999 - ETA: 4s - loss: 0.0042 - acc: 0.999 - ETA: 4s - loss: 0.0041 - acc: 0.999 - ETA: 4s - loss: 0.0039 - acc: 0.999 - ETA: 4s - loss: 0.0037 - acc: 0.999 - ETA: 3s - loss: 0.0036 - acc: 0.999 - ETA: 3s - loss: 0.0034 - acc: 0.999 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0029 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0028 - acc: 0.999 - ETA: 3s - loss: 0.0027 - acc: 0.999 - ETA: 3s - loss: 0.0026 - acc: 0.999 - ETA: 3s - loss: 0.0026 - 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ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0073 - acc: 0.998 - ETA: 1s - loss: 0.0079 - acc: 0.998 - ETA: 1s - loss: 0.0078 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0077 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0076 - acc: 0.998 - ETA: 1s - loss: 0.0075 - acc: 0.998 - ETA: 1s - loss: 0.0074 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - 6s 835us/step - loss: 0.0105 - acc: 0.9988 - val_loss: 1.7054 - val_acc: 0.8443 Epoch 01981: val_loss did not improve from 0.55729 Epoch 1982/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.4007e-07 - acc: 1.000 - ETA: 5s - loss: 1.3585e-07 - acc: 1.000 - ETA: 5s - loss: 1.3169e-07 - acc: 1.000 - ETA: 5s - loss: 1.2972e-07 - acc: 1.000 - ETA: 5s - loss: 1.7376e-07 - acc: 1.000 - ETA: 4s - loss: 0.0069 - acc: 0.9981 - ETA: 4s - loss: 0.0060 - acc: 0.998 - ETA: 4s - loss: 0.0055 - acc: 0.998 - ETA: 4s - loss: 0.0050 - acc: 0.998 - ETA: 4s - loss: 0.0045 - acc: 0.998 - ETA: 4s - loss: 0.0042 - acc: 0.998 - ETA: 4s - loss: 0.0038 - acc: 0.998 - ETA: 4s - loss: 0.0036 - acc: 0.999 - ETA: 4s - loss: 0.0186 - acc: 0.998 - ETA: 4s - loss: 0.0176 - acc: 0.998 - ETA: 4s - loss: 0.0167 - acc: 0.998 - ETA: 4s - loss: 0.0159 - acc: 0.998 - ETA: 4s - loss: 0.0152 - acc: 0.998 - ETA: 4s - loss: 0.0144 - acc: 0.998 - ETA: 4s - loss: 0.0138 - acc: 0.998 - ETA: 4s - loss: 0.0133 - acc: 0.998 - ETA: 4s - loss: 0.0128 - acc: 0.998 - ETA: 4s - loss: 0.0121 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0107 - acc: 0.998 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0100 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0168 - acc: 0.998 - ETA: 3s - loss: 0.0164 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0155 - acc: 0.998 - ETA: 3s - loss: 0.0150 - acc: 0.998 - ETA: 3s - loss: 0.0147 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.998 - ETA: 3s - loss: 0.0131 - acc: 0.998 - ETA: 3s - loss: 0.0128 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0091 - acc: 0.999 - ETA: 2s - loss: 0.0090 - acc: 0.999 - ETA: 2s - loss: 0.0088 - acc: 0.999 - ETA: 2s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0072 - acc: 0.999 - ETA: 1s - loss: 0.0100 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.999 - ETA: 0s - loss: 0.0096 - acc: 0.999 - ETA: 0s - loss: 0.0095 - acc: 0.999 - 6s 824us/step - loss: 0.0095 - acc: 0.9993 - val_loss: 1.5344 - val_acc: 0.8575 Epoch 01982: val_loss did not improve from 0.55729 Epoch 1983/2000 6680/6680 [==============================] - ETA: 4s - loss: 4.2083e-06 - acc: 1.000 - ETA: 4s - loss: 9.3821e-07 - acc: 1.000 - ETA: 5s - loss: 6.3891e-07 - acc: 1.000 - ETA: 5s - loss: 5.1072e-07 - acc: 1.000 - ETA: 4s - loss: 4.0890e-07 - acc: 1.000 - ETA: 5s - loss: 3.6724e-07 - acc: 1.000 - ETA: 4s - loss: 3.3337e-07 - acc: 1.000 - ETA: 4s - loss: 2.9934e-07 - acc: 1.000 - ETA: 4s - loss: 2.8047e-07 - acc: 1.000 - ETA: 4s - loss: 4.6167e-07 - acc: 1.000 - ETA: 4s - loss: 4.3232e-07 - acc: 1.000 - ETA: 4s - loss: 4.0760e-07 - acc: 1.000 - ETA: 4s - loss: 3.8014e-07 - acc: 1.000 - ETA: 4s - loss: 3.6274e-07 - acc: 1.000 - ETA: 4s - loss: 3.4752e-07 - acc: 1.000 - ETA: 4s - loss: 3.3087e-07 - acc: 1.000 - ETA: 4s - loss: 3.2182e-07 - acc: 1.000 - ETA: 4s - loss: 3.0910e-07 - acc: 1.000 - ETA: 4s - loss: 3.0029e-07 - acc: 1.000 - ETA: 4s - loss: 2.9193e-07 - acc: 1.000 - ETA: 4s - loss: 1.1030e-06 - acc: 1.000 - ETA: 4s - loss: 1.0624e-06 - acc: 1.000 - ETA: 4s - loss: 1.0242e-06 - acc: 1.000 - ETA: 4s - loss: 9.9376e-07 - acc: 1.000 - ETA: 4s - loss: 9.5110e-07 - acc: 1.000 - ETA: 3s - loss: 9.2174e-07 - acc: 1.000 - ETA: 3s - loss: 9.1646e-07 - acc: 1.000 - ETA: 3s - loss: 8.9021e-07 - acc: 1.000 - ETA: 3s - loss: 8.6563e-07 - acc: 1.000 - ETA: 3s - loss: 0.0032 - acc: 0.9995 - ETA: 3s - loss: 0.0031 - acc: 0.999 - ETA: 3s - loss: 0.0030 - acc: 0.999 - ETA: 3s - loss: 0.0105 - acc: 0.999 - ETA: 3s - loss: 0.0101 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0093 - acc: 0.999 - ETA: 3s - loss: 0.0091 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0087 - acc: 0.999 - ETA: 3s - loss: 0.0085 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0081 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 2s - loss: 0.0076 - acc: 0.999 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0071 - acc: 0.999 - ETA: 2s - loss: 0.0070 - acc: 0.999 - ETA: 2s - loss: 0.0068 - acc: 0.999 - ETA: 2s - loss: 0.0067 - acc: 0.999 - ETA: 2s - loss: 0.0066 - acc: 0.999 - ETA: 2s - loss: 0.0064 - acc: 0.999 - ETA: 2s - loss: 0.0063 - acc: 0.999 - ETA: 2s - loss: 0.0062 - acc: 0.999 - ETA: 2s - loss: 0.0061 - acc: 0.999 - ETA: 2s - loss: 0.0060 - acc: 0.999 - ETA: 2s - loss: 0.0059 - acc: 0.999 - ETA: 2s - loss: 0.0058 - acc: 0.999 - ETA: 2s - loss: 0.0057 - acc: 0.999 - ETA: 2s - loss: 0.0056 - acc: 0.999 - ETA: 2s - loss: 0.0055 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 2s - loss: 0.0054 - acc: 0.999 - ETA: 1s - loss: 0.0053 - acc: 0.999 - ETA: 1s - loss: 0.0052 - acc: 0.999 - ETA: 1s - loss: 0.0051 - acc: 0.999 - ETA: 1s - loss: 0.0050 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0049 - acc: 0.999 - ETA: 1s - loss: 0.0048 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0047 - acc: 0.999 - ETA: 1s - loss: 0.0046 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0045 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0044 - acc: 0.999 - ETA: 1s - loss: 0.0074 - acc: 0.999 - ETA: 1s - loss: 0.0073 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0094 - acc: 0.999 - ETA: 0s - loss: 0.0093 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - 6s 830us/step - loss: 0.0108 - acc: 0.9990 - val_loss: 1.6078 - val_acc: 0.8479 Epoch 01983: val_loss did not improve from 0.55729 Epoch 1984/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 4s - loss: 3.5625e-04 - acc: 1.000 - ETA: 5s - loss: 2.2324e-04 - acc: 1.000 - ETA: 5s - loss: 1.6239e-04 - acc: 1.000 - ETA: 5s - loss: 1.2762e-04 - acc: 1.000 - ETA: 5s - loss: 1.0512e-04 - acc: 1.000 - ETA: 5s - loss: 8.5117e-05 - acc: 1.000 - ETA: 4s - loss: 7.1517e-05 - acc: 1.000 - ETA: 4s - loss: 6.3868e-05 - acc: 1.000 - ETA: 4s - loss: 5.5911e-05 - acc: 1.000 - ETA: 4s - loss: 5.1130e-05 - acc: 1.000 - ETA: 4s - loss: 4.7112e-05 - acc: 1.000 - ETA: 4s - loss: 0.0062 - acc: 0.9988 - ETA: 4s - loss: 0.0058 - acc: 0.998 - ETA: 4s - loss: 0.0053 - acc: 0.999 - ETA: 4s - loss: 0.0050 - acc: 0.999 - ETA: 4s - loss: 0.0046 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0073 - acc: 0.998 - ETA: 4s - loss: 0.0177 - acc: 0.997 - ETA: 4s - loss: 0.0170 - acc: 0.997 - ETA: 4s - loss: 0.0163 - acc: 0.998 - ETA: 4s - loss: 0.0155 - acc: 0.998 - ETA: 4s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0144 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0134 - acc: 0.998 - ETA: 3s - loss: 0.0129 - acc: 0.998 - ETA: 3s - loss: 0.0125 - acc: 0.998 - ETA: 3s - loss: 0.0120 - acc: 0.998 - ETA: 3s - loss: 0.0116 - acc: 0.998 - ETA: 3s - loss: 0.0113 - acc: 0.998 - ETA: 3s - loss: 0.0130 - acc: 0.998 - ETA: 3s - 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ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - 6s 825us/step - loss: 0.0119 - acc: 0.9988 - val_loss: 1.7120 - val_acc: 0.8491 Epoch 01984: val_loss did not improve from 0.55729 Epoch 1985/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.0505 - acc: 0.9900 - ETA: 5s - loss: 0.0316 - acc: 0.993 - ETA: 5s - loss: 0.0230 - acc: 0.995 - ETA: 5s - loss: 0.0181 - acc: 0.996 - ETA: 5s - loss: 0.0507 - acc: 0.994 - ETA: 5s - loss: 0.0435 - acc: 0.995 - ETA: 5s - loss: 0.0381 - acc: 0.995 - ETA: 4s - loss: 0.0326 - acc: 0.996 - ETA: 4s - loss: 0.0295 - acc: 0.996 - ETA: 4s - 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acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0099 - acc: 0.999 - ETA: 0s - loss: 0.0098 - acc: 0.999 - 6s 828us/step - loss: 0.0121 - acc: 0.9990 - val_loss: 1.6418 - val_acc: 0.8479 Epoch 01985: val_loss did not improve from 0.55729 Epoch 1986/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.2517e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2368e-07 - acc: 1.000 - ETA: 5s - loss: 1.2354e-07 - acc: 1.000 - ETA: 5s - loss: 7.8396e-04 - acc: 1.000 - ETA: 5s - loss: 6.4576e-04 - acc: 1.000 - ETA: 4s - loss: 5.2278e-04 - acc: 1.000 - ETA: 4s - loss: 4.7340e-04 - acc: 1.000 - ETA: 4s - loss: 4.2081e-04 - acc: 1.000 - ETA: 4s - loss: 3.6653e-04 - acc: 1.000 - ETA: 4s - loss: 3.3420e-04 - acc: 1.000 - ETA: 4s - loss: 3.0120e-04 - acc: 1.000 - ETA: 4s - loss: 2.7253e-04 - acc: 1.000 - ETA: 4s - loss: 2.5437e-04 - acc: 1.000 - ETA: 4s - loss: 2.3865e-04 - acc: 1.000 - ETA: 4s - loss: 0.0010 - acc: 0.9990 - ETA: 4s - loss: 9.5577e-04 - acc: 0.999 - ETA: 4s - loss: 8.9098e-04 - acc: 0.999 - ETA: 4s - loss: 8.3442e-04 - acc: 0.999 - ETA: 4s - loss: 7.9649e-04 - acc: 0.999 - ETA: 4s - loss: 7.5099e-04 - acc: 0.999 - ETA: 4s - loss: 7.2013e-04 - acc: 0.999 - ETA: 4s - loss: 6.8302e-04 - acc: 0.999 - ETA: 4s - loss: 6.5741e-04 - acc: 0.999 - ETA: 3s - loss: 6.2611e-04 - acc: 0.999 - ETA: 3s - loss: 6.0453e-04 - acc: 0.999 - ETA: 3s - loss: 5.8438e-04 - acc: 0.999 - ETA: 3s - loss: 5.6554e-04 - acc: 0.999 - ETA: 3s - loss: 5.4223e-04 - acc: 0.999 - ETA: 3s - loss: 5.2596e-04 - acc: 0.999 - ETA: 3s - loss: 5.0574e-04 - acc: 0.999 - ETA: 3s - loss: 4.9157e-04 - acc: 0.999 - ETA: 3s - loss: 4.7816e-04 - acc: 0.999 - ETA: 3s - loss: 4.6547e-04 - acc: 0.999 - ETA: 3s - loss: 0.0057 - acc: 0.9991 - ETA: 3s - loss: 0.0055 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0105 - acc: 0.998 - ETA: 1s - loss: 0.0103 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0099 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0090 - acc: 0.998 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 5s 823us/step - loss: 0.0110 - acc: 0.9988 - val_loss: 1.6347 - val_acc: 0.8467 Epoch 01986: val_loss did not improve from 0.55729 Epoch 1987/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 6.8547e-07 - acc: 1.000 - ETA: 5s - loss: 4.0830e-07 - acc: 1.000 - ETA: 5s - loss: 1.7169e-05 - acc: 1.000 - ETA: 5s - loss: 1.2709e-05 - acc: 1.000 - ETA: 5s - loss: 1.0624e-05 - acc: 1.000 - ETA: 5s - loss: 9.1375e-06 - acc: 1.000 - ETA: 4s - loss: 7.9338e-06 - acc: 1.000 - ETA: 4s - loss: 8.1384e-05 - acc: 1.000 - ETA: 4s - loss: 7.1228e-05 - acc: 1.000 - ETA: 4s - loss: 6.3327e-05 - acc: 1.000 - ETA: 4s - loss: 5.8465e-05 - acc: 1.000 - ETA: 4s - loss: 5.4421e-05 - acc: 1.000 - ETA: 4s - loss: 4.9699e-05 - acc: 1.000 - ETA: 4s - loss: 4.6664e-05 - acc: 1.000 - ETA: 4s - loss: 4.3151e-05 - acc: 1.000 - ETA: 4s - loss: 4.0133e-05 - acc: 1.000 - ETA: 4s - loss: 3.8133e-05 - acc: 1.000 - ETA: 4s - loss: 3.5757e-05 - acc: 1.000 - ETA: 4s - loss: 3.4164e-05 - acc: 1.000 - ETA: 4s - loss: 3.2705e-05 - acc: 1.000 - ETA: 4s - loss: 3.1366e-05 - acc: 1.000 - ETA: 4s - loss: 3.0135e-05 - acc: 1.000 - ETA: 4s - loss: 2.8996e-05 - acc: 1.000 - ETA: 4s - loss: 2.7939e-05 - acc: 1.000 - ETA: 3s - loss: 2.6658e-05 - acc: 1.000 - ETA: 3s - loss: 2.5832e-05 - acc: 1.000 - ETA: 3s - loss: 3.6426e-05 - acc: 1.000 - ETA: 3s - loss: 3.4914e-05 - acc: 1.000 - ETA: 3s - loss: 0.0082 - acc: 0.9995 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0074 - acc: 0.999 - ETA: 3s - loss: 0.0072 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0127 - 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acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0088 - acc: 0.999 - ETA: 0s - loss: 0.0087 - acc: 0.999 - ETA: 0s - loss: 0.0086 - acc: 0.999 - ETA: 0s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - 5s 823us/step - loss: 0.0087 - acc: 0.9993 - val_loss: 1.6192 - val_acc: 0.8479 Epoch 01987: val_loss did not improve from 0.55729 Epoch 1988/2000 6680/6680 [==============================] - ETA: 5s - loss: 5.2750e-07 - acc: 1.000 - ETA: 5s - loss: 2.3469e-07 - acc: 1.000 - ETA: 5s - loss: 2.9691e-07 - acc: 1.000 - ETA: 5s - loss: 1.1299e-06 - acc: 1.000 - ETA: 5s - loss: 8.6035e-07 - acc: 1.000 - ETA: 5s - loss: 7.3682e-07 - acc: 1.000 - ETA: 4s - loss: 6.2453e-07 - acc: 1.000 - ETA: 4s - loss: 5.6389e-07 - acc: 1.000 - ETA: 4s - loss: 5.0297e-07 - acc: 1.000 - ETA: 4s - loss: 4.6727e-07 - acc: 1.000 - ETA: 4s - loss: 4.3744e-07 - acc: 1.000 - ETA: 4s - loss: 4.1717e-07 - acc: 1.000 - ETA: 4s - loss: 3.9552e-07 - acc: 1.000 - ETA: 4s - loss: 3.7169e-07 - acc: 1.000 - ETA: 4s - loss: 3.6677e-07 - acc: 1.000 - ETA: 4s - loss: 3.5249e-07 - acc: 1.000 - ETA: 4s - loss: 3.9547e-07 - acc: 1.000 - ETA: 4s - loss: 3.7765e-07 - acc: 1.000 - ETA: 4s - loss: 3.9538e-07 - acc: 1.000 - ETA: 4s - loss: 3.9359e-07 - acc: 1.000 - ETA: 4s - loss: 3.8148e-07 - acc: 1.000 - ETA: 4s - loss: 1.0066e-06 - acc: 1.000 - ETA: 4s - loss: 9.7110e-07 - acc: 1.000 - ETA: 4s - loss: 9.2830e-07 - acc: 1.000 - ETA: 4s - loss: 8.9870e-07 - acc: 1.000 - ETA: 3s - loss: 2.1204e-06 - acc: 1.000 - ETA: 3s - loss: 2.0860e-06 - acc: 1.000 - ETA: 3s - loss: 2.0007e-06 - acc: 1.000 - ETA: 3s - loss: 1.9413e-06 - acc: 1.000 - ETA: 3s - loss: 2.3447e-06 - acc: 1.000 - ETA: 3s - loss: 0.0035 - acc: 0.9995 - ETA: 3s - loss: 0.0033 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - loss: 0.0032 - acc: 0.999 - ETA: 3s - 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acc: 0.998 - ETA: 2s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0157 - acc: 0.998 - ETA: 1s - loss: 0.0154 - acc: 0.998 - ETA: 1s - loss: 0.0152 - acc: 0.998 - ETA: 1s - loss: 0.0150 - acc: 0.998 - ETA: 1s - loss: 0.0148 - acc: 0.998 - ETA: 1s - loss: 0.0146 - acc: 0.998 - ETA: 1s - loss: 0.0144 - acc: 0.998 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0134 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0121 - acc: 0.998 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0143 - acc: 0.998 - ETA: 0s - loss: 0.0141 - acc: 0.998 - ETA: 0s - loss: 0.0139 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0154 - acc: 0.998 - ETA: 0s - loss: 0.0152 - acc: 0.998 - ETA: 0s - loss: 0.0150 - acc: 0.998 - ETA: 0s - loss: 0.0149 - acc: 0.998 - ETA: 0s - loss: 0.0163 - acc: 0.998 - ETA: 0s - loss: 0.0162 - acc: 0.998 - ETA: 0s - loss: 0.0160 - acc: 0.998 - 5s 822us/step - loss: 0.0160 - acc: 0.9984 - val_loss: 1.5456 - val_acc: 0.8455 Epoch 01988: val_loss did not improve from 0.55729 Epoch 1989/2000 6680/6680 [==============================] - ETA: 6s - loss: 2.9504e-07 - acc: 1.000 - ETA: 5s - loss: 9.2151e-07 - acc: 1.000 - ETA: 5s - loss: 2.8540e-06 - acc: 1.000 - ETA: 5s - loss: 2.1081e-06 - acc: 1.000 - ETA: 5s - loss: 2.1150e-06 - acc: 1.000 - ETA: 5s - loss: 1.9872e-06 - acc: 1.000 - ETA: 4s - loss: 1.8709e-05 - acc: 1.000 - ETA: 4s - loss: 1.6505e-05 - acc: 1.000 - ETA: 4s - loss: 1.4245e-05 - acc: 1.000 - ETA: 4s - loss: 1.2949e-05 - acc: 1.000 - ETA: 4s - loss: 1.1527e-05 - acc: 1.000 - ETA: 4s - loss: 1.0650e-05 - acc: 1.000 - ETA: 4s - loss: 9.9020e-06 - acc: 1.000 - ETA: 4s - loss: 9.0513e-06 - acc: 1.000 - ETA: 4s - loss: 8.5045e-06 - acc: 1.000 - ETA: 4s - loss: 7.9042e-06 - acc: 1.000 - ETA: 4s - loss: 7.4883e-06 - acc: 1.000 - ETA: 4s - loss: 6.9973e-06 - acc: 1.000 - ETA: 4s - loss: 6.6698e-06 - acc: 1.000 - ETA: 4s - loss: 0.0129 - acc: 0.9985 - ETA: 4s - loss: 0.0123 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0112 - acc: 0.998 - ETA: 4s - loss: 0.0107 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.998 - ETA: 3s - loss: 0.0098 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0091 - acc: 0.998 - ETA: 3s - loss: 0.0088 - acc: 0.999 - ETA: 3s - loss: 0.0084 - acc: 0.999 - ETA: 3s - loss: 0.0082 - acc: 0.999 - ETA: 3s - loss: 0.0079 - acc: 0.999 - ETA: 3s - loss: 0.0077 - acc: 0.999 - ETA: 3s - loss: 0.0075 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0120 - acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0142 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0136 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 1s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0125 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0121 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0116 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - 5s 820us/step - loss: 0.0114 - acc: 0.9990 - val_loss: 1.6401 - val_acc: 0.8443 Epoch 01989: val_loss did not improve from 0.55729 Epoch 1990/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5572e-07 - acc: 1.000 - ETA: 5s - loss: 1.4433e-07 - acc: 1.000 - ETA: 5s - loss: 1.3679e-07 - acc: 1.000 - ETA: 5s - loss: 1.4177e-07 - acc: 1.000 - ETA: 5s - loss: 1.3742e-07 - acc: 1.000 - ETA: 5s - loss: 1.3539e-07 - acc: 1.000 - ETA: 4s - loss: 0.0322 - acc: 0.9980 - ETA: 4s - loss: 0.0288 - acc: 0.998 - ETA: 4s - loss: 0.0252 - acc: 0.998 - ETA: 4s - loss: 0.0230 - acc: 0.998 - ETA: 4s - loss: 0.0212 - acc: 0.998 - ETA: 4s - loss: 0.0192 - acc: 0.998 - ETA: 4s - loss: 0.0179 - acc: 0.998 - ETA: 4s - loss: 0.0164 - acc: 0.999 - ETA: 4s - loss: 0.0155 - acc: 0.999 - ETA: 4s - loss: 0.0147 - acc: 0.999 - ETA: 4s - loss: 0.0137 - acc: 0.999 - ETA: 4s - loss: 0.0130 - acc: 0.999 - ETA: 4s - loss: 0.0122 - acc: 0.999 - ETA: 4s - loss: 0.0117 - acc: 0.999 - ETA: 4s - loss: 0.0110 - acc: 0.999 - ETA: 4s - loss: 0.0115 - acc: 0.998 - ETA: 4s - loss: 0.0111 - acc: 0.998 - ETA: 3s - loss: 0.0106 - acc: 0.998 - ETA: 3s - loss: 0.0102 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 3s - loss: 0.0095 - acc: 0.998 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0083 - acc: 0.999 - ETA: 3s - loss: 0.0080 - acc: 0.999 - ETA: 3s - loss: 0.0078 - acc: 0.999 - ETA: 3s - loss: 0.0076 - acc: 0.999 - ETA: 3s - loss: 0.0073 - acc: 0.999 - 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acc: 0.998 - ETA: 1s - loss: 0.0132 - acc: 0.998 - ETA: 1s - loss: 0.0130 - acc: 0.998 - ETA: 1s - loss: 0.0128 - acc: 0.998 - ETA: 1s - loss: 0.0126 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 1s - loss: 0.0118 - acc: 0.999 - ETA: 1s - loss: 0.0116 - acc: 0.999 - ETA: 1s - loss: 0.0115 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0143 - acc: 0.998 - ETA: 1s - loss: 0.0141 - acc: 0.998 - ETA: 1s - loss: 0.0140 - acc: 0.998 - ETA: 1s - loss: 0.0138 - acc: 0.998 - ETA: 1s - loss: 0.0137 - acc: 0.998 - ETA: 1s - loss: 0.0135 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0131 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.999 - ETA: 0s - loss: 0.0127 - acc: 0.999 - ETA: 0s - loss: 0.0125 - acc: 0.999 - ETA: 0s - loss: 0.0124 - acc: 0.999 - ETA: 0s - loss: 0.0123 - acc: 0.999 - ETA: 0s - loss: 0.0122 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.999 - ETA: 0s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.999 - ETA: 0s - loss: 0.0117 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0113 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - 6s 837us/step - loss: 0.0110 - acc: 0.9991 - val_loss: 1.6070 - val_acc: 0.8467 Epoch 01990: val_loss did not improve from 0.55729 Epoch 1991/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1240e-05 - acc: 1.000 - ETA: 5s - loss: 2.9023e-06 - acc: 1.000 - ETA: 5s - loss: 1.7096e-06 - acc: 1.000 - ETA: 5s - loss: 1.2651e-06 - acc: 1.000 - ETA: 5s - loss: 1.0229e-06 - acc: 1.000 - ETA: 5s - loss: 0.0218 - acc: 0.9971 - ETA: 5s - loss: 0.0185 - acc: 0.997 - ETA: 5s - loss: 0.0161 - acc: 0.997 - ETA: 5s - loss: 0.0142 - acc: 0.998 - ETA: 5s - loss: 0.0128 - acc: 0.998 - 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acc: 0.998 - ETA: 1s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0138 - acc: 0.998 - ETA: 0s - loss: 0.0137 - acc: 0.998 - ETA: 0s - loss: 0.0136 - acc: 0.998 - ETA: 0s - loss: 0.0134 - acc: 0.998 - ETA: 0s - loss: 0.0133 - acc: 0.998 - ETA: 0s - loss: 0.0132 - acc: 0.998 - ETA: 0s - loss: 0.0130 - acc: 0.998 - ETA: 0s - loss: 0.0129 - acc: 0.998 - ETA: 0s - loss: 0.0128 - acc: 0.998 - ETA: 0s - loss: 0.0127 - acc: 0.998 - ETA: 0s - loss: 0.0126 - acc: 0.998 - ETA: 0s - loss: 0.0124 - acc: 0.998 - ETA: 0s - loss: 0.0123 - acc: 0.998 - ETA: 0s - loss: 0.0122 - acc: 0.998 - 6s 895us/step - loss: 0.0121 - acc: 0.9987 - val_loss: 1.5765 - val_acc: 0.8479 Epoch 01991: val_loss did not improve from 0.55729 Epoch 1992/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 0.1266 - acc: 0.9875 - ETA: 5s - loss: 0.0724 - acc: 0.992 - ETA: 5s - loss: 0.0507 - acc: 0.995 - ETA: 5s - loss: 0.0390 - acc: 0.996 - ETA: 5s - loss: 0.0317 - acc: 0.996 - ETA: 5s - loss: 0.0267 - acc: 0.997 - ETA: 5s - loss: 0.0230 - acc: 0.997 - ETA: 5s - loss: 0.0203 - acc: 0.998 - ETA: 5s - loss: 0.0181 - acc: 0.998 - ETA: 5s - loss: 0.0163 - acc: 0.998 - ETA: 5s - loss: 0.0149 - acc: 0.998 - ETA: 5s - loss: 0.0137 - acc: 0.998 - ETA: 4s - loss: 0.0127 - acc: 0.998 - ETA: 4s - loss: 0.0118 - acc: 0.998 - ETA: 4s - loss: 0.0110 - acc: 0.998 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0097 - acc: 0.999 - ETA: 4s - loss: 0.0092 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0215 - acc: 0.998 - ETA: 4s - loss: 0.0205 - acc: 0.998 - ETA: 4s - loss: 0.0196 - acc: 0.998 - ETA: 4s - loss: 0.0188 - acc: 0.998 - ETA: 4s - loss: 0.0180 - acc: 0.998 - ETA: 4s - loss: 0.0173 - acc: 0.998 - ETA: 4s - loss: 0.0166 - acc: 0.998 - ETA: 4s - loss: 0.0160 - 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acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0093 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0090 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0092 - acc: 0.999 - ETA: 0s - loss: 0.0091 - acc: 0.999 - ETA: 0s - loss: 0.0090 - acc: 0.999 - ETA: 0s - loss: 0.0089 - acc: 0.999 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - 6s 868us/step - loss: 0.0106 - acc: 0.9990 - val_loss: 1.6686 - val_acc: 0.8431 Epoch 01992: val_loss did not improve from 0.55729 Epoch 1993/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 2.2501e-07 - acc: 1.000 - ETA: 5s - loss: 1.7967e-07 - acc: 1.000 - ETA: 5s - loss: 1.6660e-07 - acc: 1.000 - ETA: 5s - loss: 1.9776e-07 - acc: 1.000 - ETA: 5s - loss: 2.0248e-07 - acc: 1.000 - ETA: 5s - loss: 3.9593e-07 - acc: 1.000 - ETA: 4s - loss: 3.5093e-07 - acc: 1.000 - ETA: 4s - loss: 2.3550e-04 - acc: 1.000 - ETA: 4s - loss: 2.1198e-04 - acc: 1.000 - ETA: 4s - loss: 1.8706e-04 - acc: 1.000 - ETA: 4s - loss: 1.7191e-04 - acc: 1.000 - ETA: 4s - loss: 1.5902e-04 - acc: 1.000 - ETA: 4s - loss: 1.4797e-04 - acc: 1.000 - ETA: 4s - loss: 1.3833e-04 - acc: 1.000 - ETA: 4s - loss: 1.2987e-04 - acc: 1.000 - ETA: 4s - loss: 1.2238e-04 - acc: 1.000 - ETA: 4s - loss: 1.1571e-04 - acc: 1.000 - ETA: 4s - loss: 1.0975e-04 - acc: 1.000 - ETA: 4s - loss: 1.0438e-04 - acc: 1.000 - ETA: 4s - loss: 1.0494e-04 - acc: 1.000 - ETA: 4s - loss: 1.0025e-04 - acc: 1.000 - ETA: 4s - loss: 9.6164e-05 - acc: 1.000 - ETA: 4s - loss: 9.2217e-05 - acc: 1.000 - ETA: 4s - loss: 8.8582e-05 - acc: 1.000 - ETA: 4s - loss: 8.5222e-05 - acc: 1.000 - ETA: 4s - loss: 8.2109e-05 - acc: 1.000 - ETA: 4s - loss: 8.1720e-05 - acc: 1.000 - ETA: 4s - loss: 7.8955e-05 - acc: 1.000 - ETA: 3s - loss: 1.0083e-04 - acc: 1.000 - ETA: 3s - loss: 9.7620e-05 - acc: 1.000 - ETA: 3s - loss: 1.1585e-04 - acc: 1.000 - ETA: 3s - loss: 0.0075 - acc: 0.9995 - ETA: 3s - loss: 0.0073 - acc: 0.999 - ETA: 3s - loss: 0.0070 - acc: 0.999 - ETA: 3s - loss: 0.0068 - acc: 0.999 - ETA: 3s - loss: 0.0137 - acc: 0.999 - ETA: 3s - loss: 0.0136 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0128 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0149 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.998 - ETA: 3s - loss: 0.0136 - acc: 0.998 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 3s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0124 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0109 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0101 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0096 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0093 - acc: 0.999 - ETA: 2s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0089 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0088 - acc: 0.999 - ETA: 1s - loss: 0.0087 - acc: 0.999 - ETA: 1s - loss: 0.0086 - acc: 0.999 - ETA: 1s - loss: 0.0084 - acc: 0.999 - ETA: 1s - loss: 0.0083 - acc: 0.999 - ETA: 1s - loss: 0.0082 - acc: 0.999 - ETA: 1s - loss: 0.0081 - acc: 0.999 - ETA: 1s - loss: 0.0080 - acc: 0.999 - ETA: 1s - loss: 0.0079 - acc: 0.999 - ETA: 1s - loss: 0.0078 - acc: 0.999 - ETA: 1s - loss: 0.0077 - acc: 0.999 - ETA: 1s - loss: 0.0076 - acc: 0.999 - ETA: 1s - loss: 0.0075 - acc: 0.999 - ETA: 1s - loss: 0.0085 - acc: 0.999 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0105 - acc: 0.999 - ETA: 0s - loss: 0.0104 - acc: 0.999 - ETA: 0s - loss: 0.0103 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.999 - ETA: 0s - loss: 0.0101 - acc: 0.999 - ETA: 0s - loss: 0.0100 - acc: 0.999 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - 6s 840us/step - loss: 0.0094 - acc: 0.9990 - val_loss: 1.6219 - val_acc: 0.8335 Epoch 01993: val_loss did not improve from 0.55729 Epoch 1994/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.3411e-07 - acc: 1.000 - ETA: 5s - loss: 0.0133 - acc: 0.9937 - ETA: 5s - loss: 0.0830 - acc: 0.990 - ETA: 5s - loss: 0.0608 - acc: 0.993 - ETA: 5s - loss: 0.0507 - acc: 0.994 - ETA: 5s - loss: 0.0435 - acc: 0.995 - ETA: 4s - loss: 0.0365 - acc: 0.996 - ETA: 4s - loss: 0.0638 - acc: 0.992 - ETA: 4s - loss: 0.0577 - acc: 0.993 - ETA: 4s - loss: 0.0511 - acc: 0.994 - ETA: 4s - loss: 0.0470 - acc: 0.994 - ETA: 4s - loss: 0.0436 - acc: 0.995 - ETA: 4s - loss: 0.0397 - acc: 0.995 - ETA: 4s - loss: 0.0372 - acc: 0.995 - ETA: 4s - loss: 0.0398 - acc: 0.995 - ETA: 4s - loss: 0.0376 - acc: 0.995 - ETA: 4s - loss: 0.0351 - acc: 0.995 - ETA: 4s - loss: 0.0334 - acc: 0.996 - ETA: 4s - loss: 0.0318 - acc: 0.996 - ETA: 4s - loss: 0.0300 - acc: 0.996 - ETA: 4s - loss: 0.0287 - acc: 0.996 - ETA: 4s - loss: 0.0276 - acc: 0.996 - ETA: 4s - loss: 0.0262 - acc: 0.996 - ETA: 4s - loss: 0.0252 - acc: 0.997 - ETA: 3s - loss: 0.0241 - acc: 0.997 - ETA: 3s - loss: 0.0264 - acc: 0.996 - ETA: 3s - loss: 0.0256 - acc: 0.996 - ETA: 3s - loss: 0.0248 - acc: 0.996 - ETA: 3s - loss: 0.0238 - acc: 0.997 - ETA: 3s - loss: 0.0231 - acc: 0.997 - ETA: 3s - loss: 0.0222 - acc: 0.997 - ETA: 3s - loss: 0.0216 - acc: 0.997 - ETA: 3s - loss: 0.0211 - acc: 0.997 - ETA: 3s - loss: 0.0205 - acc: 0.997 - ETA: 3s - loss: 0.0200 - acc: 0.997 - ETA: 3s - loss: 0.0195 - acc: 0.997 - ETA: 3s - loss: 0.0190 - acc: 0.997 - ETA: 3s - loss: 0.0186 - acc: 0.997 - ETA: 3s - loss: 0.0180 - acc: 0.997 - ETA: 3s - loss: 0.0176 - acc: 0.997 - ETA: 3s - loss: 0.0172 - acc: 0.997 - ETA: 3s - loss: 0.0168 - acc: 0.997 - ETA: 3s - loss: 0.0164 - acc: 0.997 - ETA: 2s - loss: 0.0161 - acc: 0.998 - ETA: 2s - loss: 0.0157 - acc: 0.998 - ETA: 2s - loss: 0.0154 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0147 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0141 - acc: 0.998 - ETA: 2s - loss: 0.0156 - acc: 0.998 - ETA: 2s - loss: 0.0153 - acc: 0.998 - ETA: 2s - loss: 0.0150 - acc: 0.998 - ETA: 2s - loss: 0.0148 - acc: 0.998 - ETA: 2s - loss: 0.0144 - acc: 0.998 - ETA: 2s - loss: 0.0142 - acc: 0.998 - ETA: 2s - loss: 0.0140 - acc: 0.998 - ETA: 2s - loss: 0.0137 - acc: 0.998 - ETA: 2s - loss: 0.0135 - acc: 0.998 - ETA: 2s - loss: 0.0132 - acc: 0.998 - ETA: 2s - loss: 0.0130 - acc: 0.998 - ETA: 2s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0123 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 1s - loss: 0.0109 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0117 - acc: 0.998 - ETA: 1s - loss: 0.0116 - acc: 0.998 - ETA: 1s - loss: 0.0114 - acc: 0.998 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0108 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - ETA: 0s - loss: 0.0097 - acc: 0.998 - ETA: 0s - loss: 0.0096 - acc: 0.998 - ETA: 0s - loss: 0.0095 - acc: 0.998 - ETA: 0s - loss: 0.0094 - acc: 0.998 - ETA: 0s - loss: 0.0093 - acc: 0.998 - ETA: 0s - loss: 0.0092 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - ETA: 0s - loss: 0.0091 - acc: 0.998 - 6s 829us/step - loss: 0.0090 - acc: 0.9988 - val_loss: 1.6165 - val_acc: 0.8479 Epoch 01994: val_loss did not improve from 0.55729 Epoch 1995/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.2829e-04 - acc: 1.000 - ETA: 5s - loss: 2.5831e-05 - acc: 1.000 - ETA: 5s - loss: 1.6193e-05 - acc: 1.000 - ETA: 5s - loss: 1.1858e-05 - acc: 1.000 - ETA: 5s - loss: 8.7273e-06 - acc: 1.000 - ETA: 5s - loss: 7.2968e-06 - acc: 1.000 - ETA: 4s - loss: 5.9918e-06 - acc: 1.000 - ETA: 4s - loss: 5.2871e-06 - acc: 1.000 - ETA: 4s - loss: 4.7697e-06 - acc: 1.000 - ETA: 4s - loss: 4.3196e-06 - acc: 1.000 - ETA: 4s - loss: 3.8396e-06 - acc: 1.000 - ETA: 4s - loss: 3.5939e-06 - acc: 1.000 - ETA: 4s - loss: 3.3397e-06 - acc: 1.000 - ETA: 4s - loss: 3.0534e-06 - acc: 1.000 - ETA: 4s - loss: 2.8700e-06 - acc: 1.000 - ETA: 4s - loss: 2.7082e-06 - acc: 1.000 - ETA: 4s - loss: 2.5201e-06 - acc: 1.000 - ETA: 4s - loss: 2.3960e-06 - acc: 1.000 - ETA: 4s - loss: 0.0132 - acc: 0.9992 - ETA: 4s - loss: 0.0124 - acc: 0.999 - ETA: 4s - loss: 0.0119 - acc: 0.999 - ETA: 4s - loss: 0.0112 - acc: 0.999 - ETA: 4s - loss: 0.0107 - acc: 0.999 - ETA: 4s - loss: 0.0103 - acc: 0.999 - ETA: 4s - loss: 0.0100 - acc: 0.999 - ETA: 4s - loss: 0.0096 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0089 - acc: 0.999 - ETA: 3s - loss: 0.0086 - acc: 0.999 - ETA: 3s - loss: 0.0142 - acc: 0.999 - ETA: 3s - loss: 0.0138 - acc: 0.999 - ETA: 3s - loss: 0.0134 - acc: 0.999 - ETA: 3s - loss: 0.0129 - acc: 0.999 - ETA: 3s - loss: 0.0125 - acc: 0.999 - ETA: 3s - loss: 0.0122 - acc: 0.999 - ETA: 3s - loss: 0.0165 - acc: 0.998 - ETA: 3s - loss: 0.0159 - acc: 0.998 - ETA: 3s - loss: 0.0156 - acc: 0.998 - ETA: 3s - loss: 0.0152 - acc: 0.998 - ETA: 3s - loss: 0.0148 - acc: 0.998 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0141 - acc: 0.998 - ETA: 3s - loss: 0.0138 - acc: 0.998 - ETA: 3s - loss: 0.0135 - acc: 0.999 - ETA: 3s - loss: 0.0132 - acc: 0.999 - ETA: 2s - loss: 0.0129 - acc: 0.999 - ETA: 2s - loss: 0.0126 - acc: 0.999 - ETA: 2s - loss: 0.0123 - acc: 0.999 - ETA: 2s - loss: 0.0121 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0116 - acc: 0.999 - ETA: 2s - loss: 0.0114 - acc: 0.999 - ETA: 2s - loss: 0.0112 - acc: 0.999 - ETA: 2s - loss: 0.0110 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0106 - acc: 0.999 - ETA: 2s - loss: 0.0104 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0099 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 2s - loss: 0.0095 - acc: 0.999 - ETA: 2s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0114 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.999 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0107 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0101 - acc: 0.999 - ETA: 1s - loss: 0.0099 - acc: 0.999 - ETA: 1s - loss: 0.0098 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0095 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0124 - acc: 0.999 - ETA: 1s - loss: 0.0122 - acc: 0.999 - ETA: 1s - loss: 0.0121 - acc: 0.999 - ETA: 1s - loss: 0.0119 - acc: 0.999 - ETA: 0s - loss: 0.0120 - acc: 0.998 - ETA: 0s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0117 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.999 - ETA: 0s - loss: 0.0114 - acc: 0.999 - ETA: 0s - loss: 0.0112 - acc: 0.999 - ETA: 0s - loss: 0.0111 - acc: 0.999 - ETA: 0s - loss: 0.0110 - acc: 0.999 - ETA: 0s - loss: 0.0109 - acc: 0.999 - ETA: 0s - loss: 0.0107 - acc: 0.999 - ETA: 0s - loss: 0.0106 - acc: 0.999 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0113 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - 6s 827us/step - loss: 0.0110 - acc: 0.9990 - val_loss: 1.5623 - val_acc: 0.8527 Epoch 01995: val_loss did not improve from 0.55729 Epoch 1996/2000 6680/6680 [==============================] - ETA: 6s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.2070e-07 - acc: 1.000 - ETA: 5s - loss: 1.2740e-07 - acc: 1.000 - ETA: 5s - loss: 1.2923e-07 - acc: 1.000 - ETA: 5s - loss: 1.7126e-07 - acc: 1.000 - ETA: 5s - loss: 6.1583e-06 - acc: 1.000 - ETA: 5s - loss: 5.0622e-06 - acc: 1.000 - ETA: 4s - loss: 5.0550e-06 - acc: 1.000 - ETA: 4s - loss: 4.5502e-06 - acc: 1.000 - ETA: 4s - loss: 4.0149e-06 - acc: 1.000 - ETA: 4s - loss: 3.6903e-06 - acc: 1.000 - ETA: 4s - loss: 3.3352e-06 - acc: 1.000 - ETA: 4s - loss: 3.1109e-06 - acc: 1.000 - ETA: 4s - loss: 3.1517e-06 - acc: 1.000 - ETA: 4s - loss: 2.9701e-06 - acc: 1.000 - ETA: 4s - loss: 2.8206e-06 - acc: 1.000 - ETA: 4s - loss: 2.6758e-06 - acc: 1.000 - ETA: 4s - loss: 2.5054e-06 - acc: 1.000 - ETA: 4s - loss: 2.7137e-06 - acc: 1.000 - ETA: 4s - loss: 2.5611e-06 - acc: 1.000 - ETA: 4s - loss: 2.4583e-06 - acc: 1.000 - ETA: 4s - loss: 2.3643e-06 - acc: 1.000 - ETA: 4s - loss: 6.2209e-05 - acc: 1.000 - ETA: 4s - loss: 5.9883e-05 - acc: 1.000 - ETA: 3s - loss: 5.7093e-05 - acc: 1.000 - ETA: 3s - loss: 5.5129e-05 - acc: 1.000 - ETA: 3s - loss: 5.2717e-05 - acc: 1.000 - ETA: 3s - loss: 5.1038e-05 - acc: 1.000 - ETA: 3s - loss: 0.0052 - acc: 0.9995 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0111 - acc: 0.999 - ETA: 3s - loss: 0.0108 - acc: 0.999 - ETA: 3s - loss: 0.0104 - acc: 0.999 - ETA: 3s - loss: 0.0102 - acc: 0.999 - ETA: 3s - loss: 0.0099 - acc: 0.999 - ETA: 3s - loss: 0.0097 - acc: 0.999 - ETA: 3s - loss: 0.0095 - acc: 0.999 - ETA: 3s - loss: 0.0092 - acc: 0.999 - ETA: 3s - loss: 0.0090 - acc: 0.999 - ETA: 3s - loss: 0.0145 - acc: 0.998 - ETA: 3s - loss: 0.0142 - acc: 0.998 - ETA: 3s - loss: 0.0139 - acc: 0.999 - ETA: 2s - loss: 0.0136 - acc: 0.999 - ETA: 2s - loss: 0.0133 - acc: 0.999 - ETA: 2s - loss: 0.0130 - acc: 0.999 - ETA: 2s - loss: 0.0127 - acc: 0.999 - ETA: 2s - loss: 0.0125 - acc: 0.999 - ETA: 2s - loss: 0.0122 - acc: 0.999 - ETA: 2s - loss: 0.0119 - acc: 0.999 - ETA: 2s - loss: 0.0117 - acc: 0.999 - ETA: 2s - loss: 0.0115 - acc: 0.999 - ETA: 2s - loss: 0.0113 - acc: 0.999 - ETA: 2s - loss: 0.0111 - acc: 0.999 - ETA: 2s - loss: 0.0108 - acc: 0.999 - ETA: 2s - loss: 0.0107 - acc: 0.999 - ETA: 2s - loss: 0.0105 - acc: 0.999 - ETA: 2s - loss: 0.0103 - acc: 0.999 - ETA: 2s - loss: 0.0102 - acc: 0.999 - ETA: 2s - loss: 0.0100 - acc: 0.999 - ETA: 2s - loss: 0.0098 - acc: 0.999 - ETA: 2s - loss: 0.0097 - acc: 0.999 - ETA: 1s - loss: 0.0096 - acc: 0.999 - ETA: 1s - loss: 0.0094 - acc: 0.999 - ETA: 1s - loss: 0.0092 - acc: 0.999 - ETA: 1s - loss: 0.0091 - acc: 0.999 - ETA: 1s - loss: 0.0106 - acc: 0.999 - ETA: 1s - loss: 0.0105 - acc: 0.999 - ETA: 1s - loss: 0.0104 - acc: 0.999 - ETA: 1s - loss: 0.0102 - acc: 0.999 - ETA: 1s - loss: 0.0113 - acc: 0.998 - ETA: 1s - loss: 0.0111 - acc: 0.999 - ETA: 1s - loss: 0.0109 - acc: 0.999 - ETA: 1s - loss: 0.0131 - acc: 0.998 - ETA: 1s - loss: 0.0129 - acc: 0.998 - ETA: 1s - loss: 0.0127 - acc: 0.998 - ETA: 1s - loss: 0.0125 - acc: 0.998 - ETA: 1s - loss: 0.0124 - acc: 0.998 - ETA: 1s - loss: 0.0122 - acc: 0.998 - ETA: 1s - loss: 0.0121 - acc: 0.998 - ETA: 1s - loss: 0.0119 - acc: 0.998 - ETA: 0s - loss: 0.0118 - acc: 0.998 - ETA: 0s - loss: 0.0116 - acc: 0.998 - ETA: 0s - loss: 0.0115 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0114 - acc: 0.998 - ETA: 0s - loss: 0.0112 - acc: 0.998 - ETA: 0s - loss: 0.0111 - acc: 0.998 - ETA: 0s - loss: 0.0110 - acc: 0.998 - ETA: 0s - loss: 0.0109 - acc: 0.998 - ETA: 0s - loss: 0.0107 - acc: 0.998 - ETA: 0s - loss: 0.0106 - acc: 0.998 - ETA: 0s - loss: 0.0105 - acc: 0.998 - ETA: 0s - loss: 0.0104 - acc: 0.998 - ETA: 0s - loss: 0.0103 - acc: 0.998 - ETA: 0s - loss: 0.0102 - acc: 0.998 - ETA: 0s - loss: 0.0101 - acc: 0.998 - ETA: 0s - loss: 0.0100 - acc: 0.998 - ETA: 0s - loss: 0.0099 - acc: 0.998 - ETA: 0s - loss: 0.0098 - acc: 0.998 - 6s 827us/step - loss: 0.0097 - acc: 0.9990 - val_loss: 1.6296 - val_acc: 0.8479 Epoch 01996: val_loss did not improve from 0.55729 Epoch 1997/2000 6680/6680 [==============================] - ETA: 4s - loss: 3.6061e-07 - acc: 1.000 - ETA: 4s - loss: 1.6749e-07 - acc: 1.000 - ETA: 5s - loss: 1.5013e-07 - acc: 1.000 - ETA: 4s - loss: 3.9712e-07 - acc: 1.000 - ETA: 4s - loss: 3.4154e-07 - acc: 1.000 - ETA: 5s - loss: 4.9307e-07 - acc: 1.000 - ETA: 4s - loss: 2.8760e-06 - acc: 1.000 - ETA: 4s - loss: 2.4349e-06 - acc: 1.000 - ETA: 4s - loss: 2.1967e-06 - acc: 1.000 - ETA: 4s - loss: 1.9370e-06 - acc: 1.000 - ETA: 4s - loss: 1.7812e-06 - acc: 1.000 - ETA: 4s - loss: 0.0116 - acc: 0.9987 - ETA: 4s - loss: 0.0108 - acc: 0.998 - ETA: 4s - loss: 0.0101 - acc: 0.998 - ETA: 4s - loss: 0.0094 - acc: 0.999 - ETA: 4s - loss: 0.0087 - acc: 0.999 - ETA: 4s - loss: 0.0081 - acc: 0.999 - ETA: 4s - loss: 0.0077 - acc: 0.999 - ETA: 4s - loss: 0.0082 - acc: 0.998 - ETA: 4s - loss: 0.0077 - acc: 0.998 - ETA: 4s - loss: 0.0074 - acc: 0.998 - ETA: 4s - loss: 0.0070 - acc: 0.998 - ETA: 4s - loss: 0.0067 - acc: 0.998 - ETA: 4s - loss: 0.0064 - acc: 0.998 - ETA: 3s - loss: 0.0061 - acc: 0.998 - ETA: 3s - loss: 0.0059 - acc: 0.998 - ETA: 3s - loss: 0.0057 - acc: 0.998 - ETA: 3s - loss: 0.0055 - acc: 0.998 - ETA: 3s - loss: 0.0052 - acc: 0.999 - ETA: 3s - loss: 0.0051 - acc: 0.999 - ETA: 3s - loss: 0.0049 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.999 - ETA: 3s - loss: 0.0047 - acc: 0.999 - ETA: 3s - loss: 0.0045 - acc: 0.999 - ETA: 3s - loss: 0.0044 - acc: 0.999 - ETA: 3s - loss: 0.0042 - acc: 0.999 - ETA: 3s - loss: 0.0041 - acc: 0.999 - ETA: 3s - loss: 0.0040 - acc: 0.999 - ETA: 3s - loss: 0.0048 - acc: 0.998 - ETA: 3s - loss: 0.0046 - acc: 0.998 - ETA: 3s - loss: 0.0045 - acc: 0.998 - ETA: 3s - loss: 0.0044 - acc: 0.998 - ETA: 3s - loss: 0.0099 - acc: 0.998 - ETA: 2s - loss: 0.0097 - acc: 0.998 - ETA: 2s - loss: 0.0095 - acc: 0.998 - ETA: 2s - loss: 0.0093 - acc: 0.998 - ETA: 2s - loss: 0.0090 - acc: 0.998 - ETA: 2s - loss: 0.0089 - acc: 0.998 - ETA: 2s - loss: 0.0087 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 2s - loss: 0.0084 - acc: 0.998 - ETA: 2s - loss: 0.0082 - acc: 0.998 - ETA: 2s - loss: 0.0080 - acc: 0.998 - ETA: 2s - loss: 0.0079 - acc: 0.998 - ETA: 2s - loss: 0.0077 - acc: 0.998 - ETA: 2s - loss: 0.0076 - acc: 0.998 - ETA: 2s - loss: 0.0074 - acc: 0.999 - ETA: 2s - loss: 0.0073 - acc: 0.999 - ETA: 2s - loss: 0.0072 - acc: 0.999 - ETA: 2s - loss: 0.0086 - acc: 0.998 - ETA: 2s - loss: 0.0085 - acc: 0.998 - ETA: 1s - loss: 0.0083 - acc: 0.998 - ETA: 1s - loss: 0.0082 - acc: 0.998 - ETA: 1s - loss: 0.0112 - acc: 0.998 - ETA: 1s - loss: 0.0110 - acc: 0.998 - ETA: 1s - loss: 0.0108 - acc: 0.998 - ETA: 1s - loss: 0.0107 - acc: 0.998 - ETA: 1s - loss: 0.0106 - acc: 0.998 - ETA: 1s - loss: 0.0104 - acc: 0.998 - ETA: 1s - loss: 0.0102 - acc: 0.998 - ETA: 1s - loss: 0.0101 - acc: 0.998 - ETA: 1s - loss: 0.0100 - acc: 0.998 - ETA: 1s - loss: 0.0098 - acc: 0.998 - ETA: 1s - loss: 0.0097 - acc: 0.998 - ETA: 1s - loss: 0.0096 - acc: 0.998 - ETA: 1s - loss: 0.0095 - acc: 0.998 - ETA: 1s - loss: 0.0094 - acc: 0.998 - ETA: 1s - loss: 0.0093 - acc: 0.998 - ETA: 1s - loss: 0.0091 - acc: 0.998 - ETA: 1s - loss: 0.0090 - acc: 0.998 - ETA: 1s - loss: 0.0089 - acc: 0.998 - ETA: 0s - loss: 0.0088 - acc: 0.998 - ETA: 0s - loss: 0.0087 - acc: 0.998 - ETA: 0s - loss: 0.0086 - acc: 0.998 - ETA: 0s - loss: 0.0085 - acc: 0.998 - ETA: 0s - loss: 0.0084 - acc: 0.999 - ETA: 0s - loss: 0.0083 - acc: 0.999 - ETA: 0s - loss: 0.0082 - acc: 0.999 - ETA: 0s - loss: 0.0081 - acc: 0.999 - ETA: 0s - loss: 0.0080 - acc: 0.999 - ETA: 0s - loss: 0.0079 - acc: 0.999 - ETA: 0s - loss: 0.0078 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0077 - acc: 0.999 - ETA: 0s - loss: 0.0076 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0075 - acc: 0.999 - ETA: 0s - loss: 0.0074 - acc: 0.999 - ETA: 0s - loss: 0.0073 - acc: 0.999 - ETA: 0s - loss: 0.0097 - acc: 0.998 - 6s 827us/step - loss: 0.0096 - acc: 0.9990 - val_loss: 1.5430 - val_acc: 0.8587 Epoch 01997: val_loss did not improve from 0.55729 Epoch 1998/2000 6680/6680 [==============================] - ETA: 4s - loss: 1.1921e-07 - acc: 1.000 - ETA: 5s - loss: 1.5348e-07 - acc: 1.000 - ETA: 5s - loss: 1.3635e-07 - acc: 1.000 - ETA: 5s - loss: 5.9654e-06 - acc: 1.000 - ETA: 5s - loss: 4.7503e-06 - acc: 1.000 - ETA: 5s - loss: 3.9499e-06 - acc: 1.000 - ETA: 5s - loss: 3.3753e-06 - 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Out[38]:
<keras.callbacks.History at 0x2956b7f3c8>
(IMPLEMENTATION) Load the Model with the Best Validation Loss¶
In [40]:
### TODO: Load the model weights with the best validation loss.
Inc_model.load_weights('saved_models/weights.best.Inc_model.hdf5')
(IMPLEMENTATION) Test the Model¶
Try out your model on the test dataset of dog images. Ensure that your test accuracy is greater than 60%.
In [41]:
### TODO: Calculate classification accuracy on the test dataset.
Inc_predictions = [np.argmax(Inc_model.predict(np.expand_dims(feature, axis=0))) for feature in test_Inception]
# report test accuracy
test_accuracy = 100*np.sum(np.array(Inc_predictions)==np.argmax(test_targets, axis=1))/len(Inc_predictions)
print('Test accuracy: %.4f%%' % test_accuracy)
Test accuracy: 82.0574%
(IMPLEMENTATION) Predict Dog Breed with the Model¶
Write a function that takes an image path as input and returns the dog breed (Affenpinscher, Afghan_hound, etc) that is predicted by your model.
Similar to the analogous function in Step 5, your function should have three steps:
- Extract the bottleneck features corresponding to the chosen CNN model.
- Supply the bottleneck features as input to the model to return the predicted vector. Note that the argmax of this prediction vector gives the index of the predicted dog breed.
- Use the
dog_namesarray defined in Step 0 of this notebook to return the corresponding breed.
The functions to extract the bottleneck features can be found in extract_bottleneck_features.py, and they have been imported in an earlier code cell. To obtain the bottleneck features corresponding to your chosen CNN architecture, you need to use the function
extract_{network}
where {network}, in the above filename, should be one of VGG19, Resnet50, InceptionV3, or Xception.
In [42]:
### TODO: Write a function that takes a path to an image as input
### and returns the dog breed that is predicted by the model.
def Inc_predict_breed(img_path):
# extract bottleneck features
bottleneck_feature = extract_InceptionV3(path_to_tensor(img_path))
# obtain predicted vector
predicted_vector = Inc_model.predict(bottleneck_feature)
# return dog breed that is predicted by the model
return dog_names[np.argmax(predicted_vector)]
Step 6: Write your Algorithm¶
Write an algorithm that accepts a file path to an image and first determines whether the image contains a human, dog, or neither. Then,
- if a dog is detected in the image, return the predicted breed.
- if a human is detected in the image, return the resembling dog breed.
- if neither is detected in the image, provide output that indicates an error.
You are welcome to write your own functions for detecting humans and dogs in images, but feel free to use the face_detector and dog_detector functions developed above. You are required to use your CNN from Step 5 to predict dog breed.
Some sample output for our algorithm is provided below, but feel free to design your own user experience!
(IMPLEMENTATION) Write your Algorithm¶
In [43]:
class NeitherDogNorHumanError(Exception):
"""Subclassing Error for clarity"""
pass
def predict_breed_or_resemblance(img_path):
creature = None
message = None
breed = None
if dog_detector(img_path):
creature = "dog"
message = "your predicted breed is"
if face_detector(img_path):
creature = "human"
message = "you look like a"
if not creature:
raise NeitherDogNorHumanError("Tis neither a dog nor a human!!!")
breed = Inc_predict_breed(img_path)
return "Hello, {}! {} ... {}".format(creature, message, breed)
Step 7: Test Your Algorithm¶
In this section, you will take your new algorithm for a spin! What kind of dog does the algorithm think that you look like? If you have a dog, does it predict your dog's breed accurately? If you have a cat, does it mistakenly think that your cat is a dog?
(IMPLEMENTATION) Test Your Algorithm on Sample Images!¶
Test your algorithm at least six images on your computer. Feel free to use any images you like. Use at least two human and two dog images.
Question 6: Is the output better than you expected :) ? Or worse :( ? Provide at least three possible points of improvement for your algorithm.
Answer: The output is better than I expected
These are some possible improvements to the algorithm:
- store the probabilities of a prediction and determine dog-or-human based on the highest probability of the classification rather than short-circuiting at dog/human detection
- to build several models and perform prediction on an ensemble model
- related to the mistaken classification of an animal for a dog to set a minimum threshold of certainty. Even in case of a picture being classified as a dog, if the max probability of the picture to be a particular breed is below an arbitrary threshold (say 50%) then reject the classification and raise the NeitherDogNorHumanError exception
In [49]:
## TODO: Execute your algorithm from Step 6 on
## at least 6 images on your computer.
## Feel free to use as many code cells as needed.
print(predict_breed_or_resemblance("./dogImages/test/001.Affenpinscher/Affenpinscher_00003.jpg"))
print(predict_breed_or_resemblance("./Mark-Zuckerberg.jpeg"))
print(predict_breed_or_resemblance("./images/Brittany_02625.jpg"))
print(predict_breed_or_resemblance("./images/Curly-coated_retriever_03896.jpg"))
print(predict_breed_or_resemblance("./images/Labrador_retriever_06449.jpg"))
Hello, dog! your predicted breed is ... Affenpinscher Hello, human! you look like a ... Cardigan_welsh_corgi Hello, dog! your predicted breed is ... Brittany Hello, dog! your predicted breed is ... Curly-coated_retriever Hello, dog! your predicted breed is ... Labrador_retriever
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